Viewing device with dust seal integration

Information

  • Patent Grant
  • 11624929
  • Patent Number
    11,624,929
  • Date Filed
    Tuesday, July 23, 2019
    7 years ago
  • Date Issued
    Tuesday, April 11, 2023
    3 years ago
Abstract
An open cell foam is used to create a seal between a camera and a shell piece. The shell piece, camera, seal and a transparent window form a closed front cavity. Because the cavity is closed, dust can remain away from a lens of the camera.
Description
BACKGROUND OF THE INVENTION
1). Field of the Invention

This invention relates generally to a viewing device and more specifically to a method of forming and assembling a dust seal in a viewing device.


2). Discussion of Related Art

Modern computing and display technologies have facilitated development of visual perception devices such as “virtual reality” viewing devices. A virtual reality viewing device may be a wearable device that presents the user with two images, one for the left eye and one for the right eye. Objects in the images may differ from one another in a manner that allows the brain to process the objects as a three-dimensional object. When the images constantly change, movement in three-dimensions can be simulated. A virtual reality viewing device typically involves presentation of digital or virtual image information without transparency to other real-world objects.


Other visual perception devices, so called “augmented reality” viewing devices usually include technology that allows for the presentation of digital and virtual image information as an augmentation to visualization of the actual world around the user. An augmented reality viewing device may, for example, have one or more transparent eyepieces that allow the user to see real world objects behind the eyepieces. Such an eyepiece can serve as a wave guide through which light propagates from a projector towards an eye of the user. A light pattern created by the projector becomes visible on the retina of the eye. The retina of the eye then receives light from the real-world objects behind the eyepiece and light from the projector. Real world objects are thus augmented with image data from the projector, in the perception of the user.


Augmented reality devices often have technology that permit for an object to remain in a stationary position relative to real world objects, as perceived by the user, even if the user would move their head. If the user would, for example, rotate their head to the right, the rendered object has to rotate to the left within the view of the user together with real world objects. Movement of the augmented reality device may be tracked through a visual system that includes one or more cameras and depth sensors in combination with a measurement device such as an inertial measurement unit (IMU) so that the position of the object can be adjusted via the projector.


SUMMARY OF THE INVENTION

The invention provides a viewing device including a shell piece defining a first window opening, an internal mounting structure secured to the shell piece, a first camera assembly including, a transparent window mounted to the shell piece over the window first opening, the transparent window having a periphery that makes continuous contact with the shell piece, a camera having a lens, the camera being mounted to the internal mounting structure with a gap defined between the lens and the window and a seal having a first external surface contacting the shell piece and a second external surface contacting the camera so that a closed front cavity is defined jointly by the window, the lens and the seal.


The invention also provides a method of constructing a viewing device including mounting a transparent window to the shell piece over the window opening defined by the shell piece, the window having a periphery that makes continuous contact with the shell piece, mounting a camera to the internal mounting structure, locating a seal between the shell piece and the internal mounting structure and securing the internal mounting structure to the shell piece with a gap defined between a lens of the camera and the window and with the seal having a first external surface contacting the shell piece and a second external surface contacting the camera so that a closed front cavity is defined jointly by the window, the lens and the seal.





BRIEF DESCRIPTION OF THE DRAWINGS

The invention is further described by way of example with reference to the accompanying drawings, wherein:



FIG. 1 is a perspective view of a viewing device, according to an embodiment of the invention with an internal mounting structure and a shell piece shown in a space relationship relative to one another;



FIG. 2 is perspective view of the viewing device with the internal mounting structure and the shell piece in an assembled relationship;



FIG. 3 is a cross-sectional side view on 3-3 in FIG. 1;



FIG. 4 is a cross-sectional side view on 4-4 in FIG. 2;



FIG. 5 is an enlarged view of detail “5” in FIG. 4;



FIG. 6 is perspective view of seal member that is used in FIG. 5;



FIG. 7 is a cross-sectional side view on 7-7 in FIG. 1;



FIG. 8 is a cross-sectional side view on 8-8 in FIG. 2;



FIG. 9 is a cross-sectional side view on 9-9 in FIG. 1;



FIG. 10 is a cross-sectional side view on 10-10 in FIG. 2; and



FIG. 11 is a graph showing hard stacking of various open cell foam materials.





DETAILED DESCRIPTION OF THE INVENTION


FIG. 1 of the accompanying drawings illustrates a viewing device 20, according to an embodiment of the invention, including first and second main sub-assemblies 22 and 24 in a spaced relationship relative to one another and before being finally assembled.


The first main sub-assembly 22 includes a shell piece 26 and first and second shell-side camera sub-assemblies 28 and 30.


The second main sub-assembly 24 includes an internal mounting structure 32, a camera electronics board 34 and first and second mounting structure-side camera sub-assemblies 36 and 38. The first and second mounting structure-side camera sub-assemblies 36 and 38 are secured to the camera electronics board 34. The camera electronics board 34 is then secured to the internal mounting structure 32.



FIG. 2 illustrates the viewing device 20 after the first and second main sub-assemblies 22 and 24 are secured to one another. The shell piece 26 and the internal mounting structure 32 are moved from the spaced relationship in FIG. 1 to an assembled relationship in FIG. 2 relatively towards one another. In the assembled relationship of FIG. 2, the first shell-side camera sub-assembly 28 and the first mounting structure-side camera sub-assembly 36 come together to form a first camera assembly 40. In the assembled relationship, the second shell-side camera sub-assembly 30 and the second mounting structure-side camera sub-assembly 38 come together to form a second camera assembly 42.



FIG. 3 is cross-section on 3-3 in FIG. 1. The first shell-side camera sub-assembly 28 includes a transparent window 43 and first seal member 44. The transparent window 43 and the first seal member 44 are attached to the shell piece 26. The first mounting structure-side camera sub-assembly 36 includes a camera 46 and a second seal member 48. The camera 46 and the second seal member 48 are secured to the camera electronics board 34 and the camera electronics board 34 is secured to the internal mounting structure 32.


The shell piece 26 and the internal mounting structure 32 are shown in the spaced relationship described with reference to FIG. 1. In the spaced relationship, the first and second seal members 44 and 48 are spaced from one another and therefore do not make contact with one another.



FIG. 4 is a cross-section on 4-4 in FIG. 2 and FIG. 5 is an enlarged view of a detail marked “5” in FIG. 4. The shell piece 26 defines a first window opening 60. The first window opening 60 is circular in a plane normal to the paper. The transparent window 43 is attached to the shell piece 26 over the first window opening 60. The transparent window 43 has a circular periphery 62 that makes continuous contact with the window opening 60. Continuous contact between the circular periphery 62 and the first window opening 60 ensures that dust particles cannot enter from left to right past the circular periphery 62.


The first seal member 44 is an annular member that has a first external surface 64 and first engagement surface 66. An adhesive 68 is located between and secures the first external surface 64 to the shell piece 26. The adhesive 68 forms a continuous annular ring that seals continuously with the shell piece 26. A continuous annular seal between the shell piece 26 and the first external surface 64 ensures that dust particles cannot enter through any gap between the shell piece 26 and the first seal member 44.


The camera 46 has a camera body 70 and a lens 72 on the camera body 70. The camera body 70 is mounted to the camera electronics board 34. A gap 74 is defined between the transparent window 43 and the lens 72.


The second seal member 48 has an annular shape and has a second external surface 76 and second engagement surface 78. FIG. 6 illustrates the second seal member 48 in more detail. The second seal member 48 has a front face 80, a rear face 82, an outer surface 84 and an inner surface 86. The inner and outer surfaces 86 and 84 are circular cylindrical surfaces. The inner surface 86 forms the second internal surface 76 in FIG. 5. The front face 80 forms the second engagement surface 78 in FIG. 5T the rear face 82 is divided into an inner annulus 90 and an outer annulus 92 with the outer annulus 92 surrounding the inner annulus 90. An adhesive 94 can be located on the outer annulus 92, but not on the inner annulus 90, such that adhesive is only located on areas of the second seal member 48 where it will interface with the camera electronics board 34. The adhesive 94 makes continuous contact with the outer annulus 92 through an entire circular revolution.


Referring again to FIG. 5, the adhesive is used to secure the second seal member 48 to the camera electronics board 34. The adhesive 94 creates a circumferential seal between the second seal member 48 and the camera electronics board 34. By forming the adhesive only on the outer annulus 92, the adhesive remains distant from the camera body 70 to ensure that the adhesive does not inadvertently pull on the camera body 70.


The camera body 70 has a circular shape. The second external surface 76 is located around an external surface of the camera body 70. The second external surface 76 forms a seal around the camera body 70. The second external surface 76 is slightly smaller than the external surface of the camera body 70 so that the second external surface 76 is slightly deformed by the shape of the camera body 70. Continuous circumferential contact between the second external surface 76 and the camera body 70 ensures that no dust particles can travel from right to left between the camera body 70 and the second seal member 48.


When the shell piece 26 and the internal mounting structure 32 are moved from the spaced relationship towards the assembled relationship relatively towards one another, the first engagement surface 66 makes contact with the second engagement surface 78. Further movement of the shell piece 26 and the internal mounting structure 32 into the assembled relationship causes the first and second seal members 44 and 48 to deform each other. The first engagement surface 66 is depressed into the first seal member 44 and the second engagement surface 78 is depressed into the second seal member 48.


The first and second engagement surfaces 66 and 78 make continuous contact through an entire annulus around the camera body 70. Such continuous contact between the first and second engagement surfaces 66 and 78 completes the formation of a closed front cavity 98. The closed front cavity 98 is defined jointly by the transparent window 43, the shell piece 26, a portion of the camera 46 that includes the camera body 70 and lens 72, and a seal 100 that is formed by the first and second seal members 44 and 48 between the camera 46 and the shell piece 26. The closed front cavity 98 provides a space between the lens 72 and the transparent window 43 that will remain free of dust particles due to the seal 100 that is provided between the shell piece 26 and the camera 46 and because the transparent window 43 has a circular periphery 62 that seals circumferentially with the first window opening 60 in the shell piece 26.



FIG. 7 is a cross-section on 7-7 in FIG. 1. The shell piece 26 defines a second window opening 102. The second shell-side camera side assembly 30 includes a transparent window 104 and first and second seal members 106 and 108. The transparent window 104 is secured over the window opening 102 in the same manner as the transparent window 43 and the first window opening 60 in FIG. 5. The first seal member 106 is secured to the shell piece 26 using an adhesive and the second seal member 108 is secured to the first seal member 106 in a similar manner using an adhesive.


The second mounting structure-side camera sub-assembly 38 includes a camera 110 and a third seal member 112. The camera 110 is secured to the camera electronics board 34. The third seal member 112 is secured to the camera electronics board 34 and seals with an outer surface of the camera 110.


With the shell piece 26 and the internal mounting structure 32 in the spaced relationship as shown, the third seal member 112 is slightly misaligned relative to the second seal member 108. The misalignment is because an axis of the first camera is at an angle relative to the direction that the internal mounting structure 32 is moved relative to the shell piece 26 from the spaced relationship to the assembled relationship. See FIG. 1. The combination of the first and second seal members 106 and 108 effectively creates a thicker seal member. Such a thicker seal member provides more “give” and has edges that have less of a tendency to roll up when the third seal member 112 comes in to contact with second seal member 108 and subsequent off-axis movement into the assembled relationship.



FIG. 8 is a cross-section on 8-8 in FIG. 2 and illustrates the second camera assembly after the third seal member 112 is engages with the second seal member 108. The third seal member 112 engages with the second seal member 108 at the same time that the first and second seal members 44 and 48 in FIG. 5 engage with one another.



FIGS. 9 and 10 are cross-sections on 9-9 in FIGS. 1 and 10-10 in FIG. 2, respectively. A fastener 114 is inserted though an opening in the internal mounting structure 32. The fastener 114 has thread on an external surface. A nut 116 is attached to the shell piece 26. The nut 116 has an internal surface that is threaded. In the spaced relationship shown in FIG. 9, the fastener 114 is secured to the internal mounting structure 32, but the fastener 114 is spaced from the nut 116. In the assembled relationship shown in FIG. 10, the fastener 114 is connected to the nut 116 by screwing the external thread of the fastener 114 into the internal thread of the nut 116. By securing the fastener 114 to the nut 116, the shell piece 26 is secured to the internal mounting structure 32. The seals that are formed between surfaces of the first and second seal members 44 and 48 in FIG. 5 and between the second and third seal members 108 and 112 in FIG. 7 remain intact because the shell piece 26 and the internal mounting structure 32 are secured in a fixed relationship relative to one another.


Manufacturing may require a 1.2 mm gap between components on the first and second main sub-assemblies 22, 24 that a seal has to fill. However, due to manufacturing tolerances such a gap can vary significantly. For example, the designed 1.2 mm gap can vary from a minimum gap of 0.6 mm to a maximum gap of 1.8 mm. It is thus required that the combined seal formed by the seal members be at least 1.8 mm in thickness and be compressible to 0.6 mm. A 200% compression may result in undesirable stresses if certain materials are used. Stresses between the first and second main sub-assemblies 22, 24 can result in deformations of one or more components of the sub-assemblies 22, 24. Deformations can cause changes in relationships between highly sensitive components, such as optical projectors and waveguide structures, and can significantly diminish quality of an image that is delivered to a user. Thus, manufacturing seal components from highly compressible materials can be advantageous in limiting a force applied to the main sub-assemblies 22, 24 during compression of seals disposed in gaps having high tolerance variance between the main sub-assemblies 22, 24. An open cell foam provides a material that has a very low spring constant and, for that reason, is a preferred material for the seal members described herein. Open cell foam may provide advantages over closed cell foam because open cell foam can have a lower spring constant than closed cell foam. Openings in open cell foam are still sufficiently small to prevent dust particles from passing therethrough. Open cell foam is also preferred over parts such as gromets or bellows-type parts because it is much easier to manufacture very tiny parts using open cell foam.


When an open cell material is compressed to a point where all of the open cells have been collapsed, hard stacking occurs. At the hard stacking point, any additional compression applied to the material is met with a high resistance because the material surrounding the open cells is being pushed into contact against itself rather than displacing under the compression. It is preferable that a seal member be made of a foam having an initial dimension that is compressible to a final dimension before hard stacking wherein the final dimension is less than 10% of the initial dimension. Open cell foam can be compressed more than closed cell foam before hard stacking occurs. FIG. 2 shows changing spring constant curves of three different materials. The first material (SCF100) is preferred over the second and third materials (92-12039 and 92-12049) because the first material can be compressed to less than 20% of its initial size before hard stacking. In particular, when the first material is compressed, its spring constant at 20% compression is only double its spring constant at 50% compression.


The seal material preferably reduces its resistance to compression force over a short period of time, i.e. compression setting occurs relatively quickly. Compression set of a material can be defined as the amount of permanent deformation that occurs as a result of force applied to the compressible material. The permanent deformation that occurs over exposure to the compressed state results in a decreasing resistance force applied to the components that are causing the compression of the seal. Preferably, the force that is created by the compression of the seal material reduces by 50% in less than 5 minutes. Such a reduction in the force further reduces stresses on other components of the viewing device such as the camera or other electronic or optical components.


A seal material that has high compressibility can prove difficult to fabricate in certain dimensions. For example, if the annular dimension of the seal is small but the thickness of the seal is large, the seal may be difficult to form using traditional methods, such as die cutting. To improve seal quality and tolerances, two shorter seals having reduced thicknesses can be fabricated and then stacked on each other to total the designed thickness of the seal component. This solution allows for thick seals to be formed from highly compressible materials for use in high-precision devices, such as the visual system described herein, where any additional force imparted to the assemblies carrying precision aligned components can disturb their positional relationships and reduce overall performance of the system.


A visual system may include the two cameras that have been described as part of a set of four to six cameras that are used together with a depth sensor to capture objects and to determine distances to the objects. A head pose and position and position of a user can be determined by processing imagery from the visual system using a simultaneous localization and mapping (SLAM) and visual odometry procedure. Such continual processing of the images provides data that indicates movement of the viewing device relative to the objects. Because the depth sensor and a gravity sensor determine the locations of the objects relative to gravitation force, the cameras can detect movement of the viewing device relative to gravitation force. The viewing device has a see-through waveguide and a projector projects an image through the waveguide on to a retina of an eye of the user. The user thus sees a rendered object within a real world environment. The objects remain fixed within the real world environment even when the user moves their head. The stationary position of the objects is made possible because the viewing system is used to determine objects in the real world environment relative to the view of the user when the user moves their head.


While the seals are referred to as circular throughout the description, one of skill in the art will appreciate that the concept of fabricating a highly compressible seal with a high thickness-to-width ratio can apply to many shapes and designs for gaskets or seals. While certain exemplary embodiments have been described and shown in the accompanying drawings, it is to be understood that such embodiments are merely illustrative and not restrictive of the current invention, and that this invention is not restricted to the specific constructions and arrangements shown and described since modifications may occur to those ordinarily skilled in the art.

Claims
  • 1. A viewing device comprising: a shell piece defining a first window opening;an internal mounting structure secured to the shell piece;a first camera assembly including:a transparent window mounted to the shell piece over the first window opening, the transparent window having a periphery that makes continuous contact with the shell piece;a camera having a lens, the camera being mounted to the internal mounting structure with a gap defined between the lens and the window; and
  • 2. The viewing device of claim 1, wherein the window opening is circular and the periphery of the window is circular.
  • 3. The viewing device of claim 2, wherein the first external surface is circular.
  • 4. The viewing device of claim 1, wherein the second external surface is circular.
  • 5. The viewing device of claim 1, wherein the first and second seal members are made of foam.
  • 6. The viewing device of claim 5, wherein the foam is an open cell foam.
  • 7. The viewing device of claim 5, wherein the second seal member is a cylindrical member with a front face, a rear face, an outer surface and an inner surface, wherein the second engagement surface includes the front face, the second external surface includes the inner surface.
  • 8. The viewing device of claim 5, further comprising: an adhesive between the rear face and the mounting structure.
  • 9. The viewing device of claim 8, wherein the rear face has an outer annulus and an inner annulus, the outer annulus being further from the camera than the inner annulus, and the adhesive is located on the outer annulus and not on the inner annulus.
  • 10. The viewing device of claim 1, wherein the seal is made of foam having an initial dimension that is compressible to a final dimension before hard stacking, wherein the final dimension is less than 10 percent of the initial dimension.
  • 11. The viewing device of claim 1, wherein the seal is made of foam having an initial dimension that is compressible to a final dimension, wherein the compression creates a force and compression setting occurs wherein the force reduces over time.
  • 12. The viewing device of claim 11, wherein the force reduces by 50 percent in less than five minutes.
  • 13. The viewing device of claim 1, wherein the seal is an annular seal that surrounds the camera the second external surface makes continuous contact with the camera around the camera.
  • 14. The viewing device of claim 1, wherein the shell piece defined a second window opening, further comprising: a second camera assembly including: a transparent window mounted to the shell piece over the window first opening, the window having a periphery that makes continuous contact with the shell piece;a camera having a lens, the camera being mounted to the internal mounting structure with a gap defined between the lens and the window; anda seal having a first external surface contacting the shell piece and a second external surface contacting the camera so that a closed front cavity is defined jointly by the window, the lens and the seal.
  • 15. The viewing device of claim 14, wherein the shell piece and the internal mounting structure are moved from a spaced relationship to an assembled relationship relatively towards one another to form the closed cavity of the first camera assembly and the closed cavity of the second camera assembly.
  • 16. The viewing device of claim 15, wherein the seals of the first and second camera assemblies are deformed when the shell piece and the internal mounting structure are moved relatively towards one another.
  • 17. The viewing device of claim 16, further comprising: a fastener that retains the shell piece and the internal mounting structure in the assembled relationship.
  • 18. A method of constructing a viewing device comprising: mounting a transparent window to a shell piece over the window opening defined by the shell piece, the window having a periphery that makes continuous contact with the shell piece;mounting a camera to an internal mounting structure;locating a seal between the shell piece and the internal mounting structure; andsecuring the internal mounting structure to the shell piece with a gap defined between a lens of the camera and the window and with the seal having a first external surface contacting the shell piece and a second external surface contacting the camera so that a closed front cavity is defined jointly by the window, the lens and the seal, wherein the seal includes first and second seal members having first and second engagement surfaces, respectively, that make contact with each other, wherein the first and second seal members are attached to the shell piece and the internal mounting structure respectively, wherein the internal mounting structure and the shell piece are moved towards each other to cause the first and second engagement surfaces to come into contact with each other, wherein the first and second engagement surfaces are deformed when the shell piece and the internal mounting structure are moved towards each other.
  • 19. The viewing device of claim 18, wherein the seal includes first and second seal members that are attached to the shell piece and the internal mounting structure, respectively, and having first and second engagement surfaces, respectively, that make contact with each other.
  • 20. The viewing device of claim 19, further comprising: moving the internal mounting structure and the shell piece towards each other to cause the first and second engagement surfaces to come into contact with each other.
  • 21. The viewing device of claim 20, wherein the first and second engagement surfaces are deformed when the shell piece and the internal mounting structure are moved towards each other.
  • 22. A viewing device comprising: a shell piece defining a first window opening;an internal mounting structure secured to the shell piece;a first camera assembly including:a transparent window mounted to the shell piece over the first window opening, the transparent window having a periphery that makes continuous contact with the shell piece;a camera having a lens, the camera being mounted to the internal mounting structure with a gap defined between the lens and the window; anda seal having a first external surface contacting the shell piece and a second external surface contacting the camera so that a closed front cavity is defined jointly by the window, the lens and the seal, wherein the seal is made of foam having an initial dimension that is compressible to a final dimension before hard stacking, wherein the final dimension is less than 10 percent of the initial dimension.
  • 23. A viewing device comprising: a shell piece defining a first window opening;an internal mounting structure secured to the shell piece;a first camera assembly including:a transparent window mounted to the shell piece over the first window opening, the transparent window having a periphery that makes continuous contact with the shell piece;a camera having a lens, the camera being mounted to the internal mounting structure with a gap defined between the lens and the window; anda seal having a first external surface contacting the shell piece and a second external surface contacting the camera so that a closed front cavity is defined jointly by the window, the lens and the seal, wherein the seal is made of foam having an initial dimension that is compressible to a final dimension, wherein the compression creates a force and compression setting occurs wherein the force reduces over time.
  • 24. A viewing device comprising: a shell piece defining a first window opening;an internal mounting structure secured to the shell piece;a first camera assembly including:a transparent window mounted to the shell piece over the first window opening, the transparent window having a periphery that makes continuous contact with the shell piece;a camera having a lens, the camera being mounted to the internal mounting structure with a gap defined between the lens and the window; anda seal having a first external surface contacting the shell piece and a second external surface contacting the camera so that a closed front cavity is defined jointly by the window, the lens and the seal; anda second camera assembly including:a transparent window mounted to the shell piece over the window first opening, the window having a periphery that makes continuous contact with the shell piece;a camera having a lens, the camera being mounted to the internal mounting structure with a gap defined between the lens and the window; anda seal having a first external surface contacting the shell piece and a second external surface contacting the camera so that a closed front cavity is defined jointly by the window, the lens and the seal.
  • 25. A method of constructing a viewing device comprising: mounting a transparent window to a shell piece over the window opening defined by the shell piece, the window having a periphery that makes continuous contact with the shell piece;mounting a camera to an internal mounting structure;locating a seal between the shell piece and the internal mounting structure; andsecuring the internal mounting structure to the shell piece with a gap defined between a lens of the camera and the window and with the seal having a first external surface contacting the shell piece and a second external surface contacting the camera so that a closed front cavity is defined jointly by the window, the lens and the seal, wherein the first and second engagement surfaces are deformed when the shell piece and the internal mounting structure are moved towards each other.
CROSS-REFERENCE TO RELATED APPLICATIONS

This application is a National Phase of International Application No. PCT/US2019/043097, filed on Jul. 23, 2019, which claims priority from U.S. Provisional Patent Application No. 62/702,731, filed on Jul. 24, 2018, all of which are incorporated herein by reference in their entirety.

PCT Information
Filing Document Filing Date Country Kind
PCT/US2019/043097 7/23/2019 WO
Publishing Document Publishing Date Country Kind
WO2020/023543 1/30/2020 WO A
US Referenced Citations (413)
Number Name Date Kind
4344092 Miller Aug 1982 A
4652930 Crawford Mar 1987 A
4810080 Grendol et al. Mar 1989 A
4997268 Dauvergne Mar 1991 A
5007727 Kahaney et al. Apr 1991 A
5074295 Willis Dec 1991 A
5240220 Elberbaum Aug 1993 A
5251635 Dumoulin et al. Oct 1993 A
5410763 Bolle May 1995 A
5455625 Englander Oct 1995 A
5495286 Adair Feb 1996 A
5497463 Stein et al. Mar 1996 A
5682255 Friesem et al. Oct 1997 A
5826092 Flannery Oct 1998 A
5854872 Tai Dec 1998 A
5864365 Sramek Jan 1999 A
5937202 Crosetto Aug 1999 A
6012811 Chao et al. Jan 2000 A
6016160 Coombs et al. Jan 2000 A
6064749 Hirota et al. May 2000 A
6076927 Owens Jun 2000 A
6117923 Amagai et al. Sep 2000 A
6124977 Takahashi Sep 2000 A
6191809 Hori et al. Feb 2001 B1
6375369 Schneider et al. Apr 2002 B1
6385735 Wilson May 2002 B1
6538655 Kubota Mar 2003 B1
6541736 Huang et al. Apr 2003 B1
6757068 Foxlin Jun 2004 B2
7046515 Wyatt May 2006 B1
7051219 Hwang May 2006 B2
7076674 Cervantes Jul 2006 B2
7111290 Yates, Jr. Sep 2006 B1
7119819 Robertson et al. Oct 2006 B1
7219245 Raghuvanshi May 2007 B1
7431453 Hogan Oct 2008 B2
7542040 Templeman Jun 2009 B2
7573640 Nivon et al. Aug 2009 B2
7724980 Shenzhi May 2010 B1
7751662 Kleemann Jul 2010 B2
7758185 Lewis Jul 2010 B2
8060759 Arnan et al. Nov 2011 B1
8120851 Iwasa Feb 2012 B2
8214660 Capps, Jr. Jul 2012 B2
8246408 Elliot Aug 2012 B2
8353594 Lewis Jan 2013 B2
8508676 Silverstein et al. Aug 2013 B2
8547638 Levola Oct 2013 B2
8605764 Rothaar et al. Oct 2013 B1
8619365 Harris et al. Dec 2013 B2
8696113 Lewis Apr 2014 B2
8698701 Margulis Apr 2014 B2
8733927 Lewis May 2014 B1
8736636 Kang May 2014 B2
8759929 Shiozawa et al. Jun 2014 B2
8793770 Lim Jul 2014 B2
8823855 Hwang Sep 2014 B2
8847988 Geisner et al. Sep 2014 B2
8874673 Kim Oct 2014 B2
9010929 Lewis Apr 2015 B2
9015501 Gee Apr 2015 B2
9086537 Iwasa et al. Jul 2015 B2
9095437 Boyden et al. Aug 2015 B2
9239473 Lewis Jan 2016 B2
9244293 Lewis Jan 2016 B2
9244533 Friend et al. Jan 2016 B2
9383823 Geisner et al. Jul 2016 B2
9489027 Ogletree Nov 2016 B1
9519305 Wolfe Dec 2016 B2
9581820 Robbins Feb 2017 B2
9582060 Balatsos Feb 2017 B2
9658473 Lewis May 2017 B2
9671566 Abovitz et al. Jun 2017 B2
9671615 Vallius et al. Jun 2017 B1
9696795 Marcolina et al. Jul 2017 B2
9798144 Sako et al. Oct 2017 B2
9874664 Stevens et al. Jan 2018 B2
9880441 Osterhout Jan 2018 B1
9918058 Takahas et al. Mar 2018 B2
9955862 Freeman et al. May 2018 B2
9978118 Ozgumer et al. May 2018 B1
9996797 Holz et al. Jun 2018 B1
10018844 Levola et al. Jul 2018 B2
10082865 Raynal et al. Sep 2018 B1
10151937 Lewis Dec 2018 B2
10185147 Lewis Jan 2019 B2
10218679 Jawahar Feb 2019 B1
10241545 Richards et al. Mar 2019 B1
10317680 Richards et al. Jun 2019 B1
10436594 Belt et al. Oct 2019 B2
10516853 Gibson et al. Dec 2019 B1
10551879 Richards et al. Feb 2020 B1
10578870 Kimmel Mar 2020 B2
10698202 Kimmel et al. Jun 2020 B2
10856107 Mycek et al. Oct 2020 B2
10825424 Zhang Nov 2020 B2
10987176 Poltaretskyi et al. Apr 2021 B2
11190681 Brook et al. Nov 2021 B1
11209656 Choi et al. Dec 2021 B1
11236993 Hall et al. Feb 2022 B1
20010010598 Aritake et al. Aug 2001 A1
20020007463 Fung Jan 2002 A1
20020108064 Nunally Feb 2002 A1
20020063913 Nakamura et al. May 2002 A1
20020071050 Homberg Jun 2002 A1
20020122648 Mule′ et al. Sep 2002 A1
20020140848 Cooper et al. Oct 2002 A1
20030028816 Bacon Feb 2003 A1
20030048456 Hill Mar 2003 A1
20030067685 Niv Apr 2003 A1
20030077458 Korenaga et al. Apr 2003 A1
20030115494 Cervantes Jun 2003 A1
20030218614 Lavelle et al. Nov 2003 A1
20030219992 Schaper Nov 2003 A1
20030226047 Park Dec 2003 A1
20040001533 Tran et al. Jan 2004 A1
20040021600 Wittenberg Feb 2004 A1
20040025069 Gary et al. Feb 2004 A1
20040042377 Nikoloai et al. Mar 2004 A1
20040073822 Greco Apr 2004 A1
20040073825 Itoh Apr 2004 A1
20040111248 Granny et al. Jun 2004 A1
20040174496 Ji et al. Sep 2004 A1
20040186902 Stewart Sep 2004 A1
20040201857 Foxlin Oct 2004 A1
20040238732 State et al. Dec 2004 A1
20040240072 Schindler et al. Dec 2004 A1
20040246391 Travis Dec 2004 A1
20040268159 Aasheim et al. Dec 2004 A1
20050001977 Zelman Jan 2005 A1
20050034002 Flautner Feb 2005 A1
20050157159 Komiya et al. Jul 2005 A1
20050177385 Hull Aug 2005 A1
20050273792 Inohara et al. Dec 2005 A1
20060013435 Rhoads Jan 2006 A1
20060015821 Jacques Parker et al. Jan 2006 A1
20060019723 Vorenkamp Jan 2006 A1
20060038880 Starkweather et al. Feb 2006 A1
20060050224 Smith Mar 2006 A1
20060090092 Verhulst Apr 2006 A1
20060126181 Levola Jun 2006 A1
20060129852 Bonola Jun 2006 A1
20060132914 Weiss et al. Jun 2006 A1
20060179329 Terechko Aug 2006 A1
20060221448 Nivon et al. Oct 2006 A1
20060228073 Mukawa et al. Oct 2006 A1
20060250322 Hall et al. Nov 2006 A1
20060259621 Ranganathan Nov 2006 A1
20060268220 Hogan Nov 2006 A1
20070058248 Nguyen et al. Mar 2007 A1
20070103836 Oh May 2007 A1
20070124730 Pytel May 2007 A1
20070159673 Freeman et al. Jul 2007 A1
20070188837 Shimizu et al. Aug 2007 A1
20070198886 Saito Aug 2007 A1
20070204672 Huang et al. Sep 2007 A1
20070213952 Cirielli Sep 2007 A1
20070283247 Brenneman et al. Dec 2007 A1
20080002259 Ishizawa et al. Jan 2008 A1
20080002260 Arrouy et al. Jan 2008 A1
20080043334 Itzkovitch et al. Feb 2008 A1
20080046773 Ham Feb 2008 A1
20080063802 Maula et al. Mar 2008 A1
20080068557 Menduni et al. Mar 2008 A1
20080146942 Dala-Krishna Jun 2008 A1
20080173036 Williams Jul 2008 A1
20080177506 Kim Jul 2008 A1
20080205838 Crippa et al. Aug 2008 A1
20080215907 Wilson Sep 2008 A1
20080225393 Rinko Sep 2008 A1
20080316768 Travis Dec 2008 A1
20090153797 Allon et al. Jun 2009 A1
20090224416 Laakkonen et al. Sep 2009 A1
20090245730 Kleemann Oct 2009 A1
20090310633 Ikegami Dec 2009 A1
20100005326 Archer Jan 2010 A1
20100019962 Fujita Jan 2010 A1
20100056274 Uusitalo et al. Mar 2010 A1
20100063854 Purvis et al. Mar 2010 A1
20100079841 Levola Apr 2010 A1
20100153934 Lachner Jun 2010 A1
20100194632 Raento et al. Aug 2010 A1
20100232016 Landa et al. Sep 2010 A1
20100232031 Batchko et al. Sep 2010 A1
20100244168 Shiozawa et al. Sep 2010 A1
20100296163 Sarikko Nov 2010 A1
20110021263 Anderson et al. Jan 2011 A1
20110022870 Mcgrane Jan 2011 A1
20110050655 Mukawa Mar 2011 A1
20110122240 Becker May 2011 A1
20110145617 Thomson et al. Jun 2011 A1
20110170801 Lu et al. Jul 2011 A1
20110218733 Hamza et al. Sep 2011 A1
20110286735 Temblay Nov 2011 A1
20110291969 Rashid et al. Dec 2011 A1
20120011389 Driesen Jan 2012 A1
20120050535 Densham et al. Mar 2012 A1
20120075501 Oyagi et al. Mar 2012 A1
20120081392 Arthur Apr 2012 A1
20120089854 Breakstone Apr 2012 A1
20120113235 Shintani May 2012 A1
20120127062 Bar-Zeev et al. May 2012 A1
20120154557 Perez et al. Jun 2012 A1
20120218301 Miller Aug 2012 A1
20120246506 Knight Sep 2012 A1
20120249416 Maciocci et al. Oct 2012 A1
20120249741 Maciocci et al. Oct 2012 A1
20120260083 Andrews Oct 2012 A1
20120307075 Margalit Dec 2012 A1
20120307362 Silverstein et al. Dec 2012 A1
20120314959 White et al. Dec 2012 A1
20120320460 Levola Dec 2012 A1
20120326948 Crocco et al. Dec 2012 A1
20130021486 Richardon Jan 2013 A1
20130050642 Lewis et al. Feb 2013 A1
20130050833 Lewis et al. Feb 2013 A1
20130051730 Travers et al. Feb 2013 A1
20130077049 Bohn Mar 2013 A1
20130077170 Ukuda Mar 2013 A1
20130094148 Sloane Apr 2013 A1
20130129282 Li May 2013 A1
20130162940 Kurtin et al. Jun 2013 A1
20130169923 Schnoll et al. Jul 2013 A1
20130205126 Kruglick Aug 2013 A1
20130222386 Tannhauser et al. Aug 2013 A1
20130268257 Hu Oct 2013 A1
20130278633 Ahn et al. Oct 2013 A1
20130314789 Saarikko et al. Nov 2013 A1
20130318276 Dalal Nov 2013 A1
20130336138 Venkatraman et al. Dec 2013 A1
20130342564 Kinnebrew et al. Dec 2013 A1
20130342570 Kinnebrew et al. Dec 2013 A1
20130342571 Kinnebrew et al. Dec 2013 A1
20130343408 Cook Dec 2013 A1
20140013098 Yeung Jan 2014 A1
20140016821 Arth et al. Jan 2014 A1
20140022819 Oh et al. Jan 2014 A1
20140078023 Ikeda et al. Mar 2014 A1
20140082526 Park et al. Mar 2014 A1
20140119598 Ramachandran et al. May 2014 A1
20140126769 Reitmayr et al. May 2014 A1
20140140653 Brown et al. May 2014 A1
20140149573 Tofighbakhsh et al. May 2014 A1
20140168260 O'Brien et al. Jun 2014 A1
20140266987 Magyari Sep 2014 A1
20140267419 Ballard et al. Sep 2014 A1
20140274391 Stafford Sep 2014 A1
20140282105 Nordstrom Sep 2014 A1
20140313228 Kasahara Oct 2014 A1
20140340449 Plagemann et al. Nov 2014 A1
20140359589 Kodsky et al. Dec 2014 A1
20140375680 Ackerman et al. Dec 2014 A1
20150005785 Olson Jan 2015 A1
20150009099 Queen Jan 2015 A1
20150077312 Wang Mar 2015 A1
20150097719 Balachandreswaran et al. Apr 2015 A1
20150123966 Newman May 2015 A1
20150130790 Vazquez, II et al. May 2015 A1
20150134995 Park et al. May 2015 A1
20150138248 Schrader May 2015 A1
20150155939 Oshima et al. Jun 2015 A1
20150168221 Mao et al. Jun 2015 A1
20150205126 Schowengerdt Jul 2015 A1
20150235431 Schowengerdt Aug 2015 A1
20150253651 Russell et al. Sep 2015 A1
20150256484 Cameron Sep 2015 A1
20150269784 Miyawaki et al. Sep 2015 A1
20150294483 Wells et al. Oct 2015 A1
20150301955 Yakovenko et al. Oct 2015 A1
20150310657 Eden Oct 2015 A1
20150338915 Publicover et al. Nov 2015 A1
20150355481 Hilkes et al. Dec 2015 A1
20160004102 Nisper et al. Jan 2016 A1
20160027215 Burns et al. Jan 2016 A1
20160033770 Fujimaki et al. Feb 2016 A1
20160077338 Robbins et al. Mar 2016 A1
20160085285 Mangione-Smith Mar 2016 A1
20160085300 Robbins et al. Mar 2016 A1
20160091720 Stafford et al. Mar 2016 A1
20160093099 Bridges Mar 2016 A1
20160093269 Buckley et al. Mar 2016 A1
20160123745 Cotier et al. May 2016 A1
20160155273 Lyren et al. Jun 2016 A1
20160180596 Gonzalez del Rosario Jun 2016 A1
20160187654 Border Jun 2016 A1
20160191887 Casas Jun 2016 A1
20160202496 Billetz et al. Jul 2016 A1
20160217624 Finn et al. Jul 2016 A1
20160266412 Yoshida Sep 2016 A1
20160267708 Nistico et al. Sep 2016 A1
20160274733 Hasegawa et al. Sep 2016 A1
20160287337 Aram et al. Oct 2016 A1
20160300388 Stafford et al. Oct 2016 A1
20160321551 Priness et al. Nov 2016 A1
20160327798 Xiao et al. Nov 2016 A1
20160334279 Mittleman et al. Nov 2016 A1
20160357255 Lindh et al. Dec 2016 A1
20160370404 Quadrat et al. Dec 2016 A1
20160370510 Thomas Dec 2016 A1
20170038607 Camara Feb 2017 A1
20170060225 Zha et al. Mar 2017 A1
20170061696 Li et al. Mar 2017 A1
20170064066 Das et al. Mar 2017 A1
20170100664 Osterhout et al. Apr 2017 A1
20170115487 Travis Apr 2017 A1
20170122725 Yeoh et al. May 2017 A1
20170123526 Trail et al. May 2017 A1
20170127295 Black et al. May 2017 A1
20170131569 Aschwanden et al. May 2017 A1
20170147066 Katz et al. May 2017 A1
20170160518 Lanman et al. Jun 2017 A1
20170161951 Fix et al. Jun 2017 A1
20170185261 Perez et al. Jun 2017 A1
20170192239 Nakamura et al. Jul 2017 A1
20170201709 Igarashi et al. Jul 2017 A1
20170205903 Miller et al. Jul 2017 A1
20170206668 Poulos et al. Jul 2017 A1
20170213388 Margolis et al. Jul 2017 A1
20170219841 Popovich et al. Aug 2017 A1
20170232345 Rofougaran et al. Aug 2017 A1
20170235126 DiDomenico Aug 2017 A1
20170235129 Kamakura Aug 2017 A1
20170235142 Wall et al. Aug 2017 A1
20170235144 Piskunov et al. Aug 2017 A1
20170235147 Kamakura Aug 2017 A1
20170243403 Daniels et al. Aug 2017 A1
20170254832 Ho et al. Sep 2017 A1
20170256096 Faaborg et al. Sep 2017 A1
20170258526 Lang Sep 2017 A1
20170270712 Tyson et al. Sep 2017 A1
20170281054 Stever et al. Oct 2017 A1
20170287376 Bakar et al. Oct 2017 A1
20170293141 Schowengerdt et al. Oct 2017 A1
20170307886 Stenberg et al. Oct 2017 A1
20170307891 Bucknor et al. Oct 2017 A1
20170312032 Amanatullah et al. Nov 2017 A1
20170322418 Liu et al. Nov 2017 A1
20170322426 Tervo Nov 2017 A1
20170329137 Tervo Nov 2017 A1
20170332098 Rusanovskyy et al. Nov 2017 A1
20170336636 Amitai et al. Nov 2017 A1
20170357332 Balan et al. Dec 2017 A1
20170371394 Chan Dec 2017 A1
20170371661 Sparling Dec 2017 A1
20180014266 Chen Jan 2018 A1
20180024289 Fattal Jan 2018 A1
20180044173 Netzer Feb 2018 A1
20180052007 Teskey et al. Feb 2018 A1
20180052501 Jones, Jr. Feb 2018 A1
20180059305 Popovich et al. Mar 2018 A1
20180067779 Pillalamarri et al. Mar 2018 A1
20180070855 Eichler Mar 2018 A1
20180082480 White et al. Mar 2018 A1
20180088185 Woods et al. Mar 2018 A1
20180102981 Kurtzman et al. Apr 2018 A1
20180108179 Tomlin et al. Apr 2018 A1
20180114298 Malaika et al. Apr 2018 A1
20180129112 Osterhout May 2018 A1
20180131907 Schmirier et al. May 2018 A1
20180136466 Ko May 2018 A1
20180144691 Choi et al. May 2018 A1
20180151796 Akahane May 2018 A1
20180188115 Hsu et al. Jul 2018 A1
20180189568 Powderly et al. Jul 2018 A1
20180190017 Mendez et al. Jul 2018 A1
20180191990 Motoyama et al. Jul 2018 A1
20180218545 Garcia et al. Aug 2018 A1
20180250589 Cossairt et al. Sep 2018 A1
20180284877 Klein Oct 2018 A1
20180357472 Dreessen Dec 2018 A1
20190005069 Filgueiras de Araujo et al. Jan 2019 A1
20190011691 Peyman Jan 2019 A1
20190056591 Tervo et al. Feb 2019 A1
20190087015 Lam et al. Mar 2019 A1
20190101758 Zhu et al. Apr 2019 A1
20190137788 Suen May 2019 A1
20190155439 Mukherjee et al. May 2019 A1
20190158926 Kang et al. May 2019 A1
20190167095 Krueger Jun 2019 A1
20190172216 Ninan et al. Jun 2019 A1
20190178654 Hare Jun 2019 A1
20190196690 Chong et al. Jun 2019 A1
20190219815 Price et al. Jul 2019 A1
20190243123 Bohn Aug 2019 A1
20190318540 Piemonte et al. Oct 2019 A1
20190321728 Imai et al. Oct 2019 A1
20190347853 Chen et al. Nov 2019 A1
20190380792 Poltaretskyi et al. Dec 2019 A1
20200066045 Stahl et al. Feb 2020 A1
20200098188 Bar-Zeev et al. Mar 2020 A1
20200110928 Al Jazaery et al. Apr 2020 A1
20200117267 Gibson et al. Apr 2020 A1
20200117270 Gibson et al. Apr 2020 A1
20200184217 Faulkner Jun 2020 A1
20200184653 Faulker Jun 2020 A1
20200202759 Ukai et al. Jun 2020 A1
20200309944 Thoresen et al. Oct 2020 A1
20200356161 Wagner Nov 2020 A1
20200368616 Delamont Nov 2020 A1
20200391115 Leeper et al. Dec 2020 A1
20200409528 Lee Dec 2020 A1
20210008413 Asikainen et al. Jan 2021 A1
20210033871 Jacoby et al. Feb 2021 A1
20210041951 Gibson et al. Feb 2021 A1
20210053820 Gurin et al. Feb 2021 A1
20210093391 Poltaretskyi et al. Apr 2021 A1
20210093410 Gaborit et al. Apr 2021 A1
20210093414 Moore et al. Apr 2021 A1
20210097886 Kuester et al. Apr 2021 A1
20210142582 Jones et al. May 2021 A1
20210158627 Cossairt et al. May 2021 A1
20210173480 Osterhout et al. Jun 2021 A1
20220366598 Azimi et al. Nov 2022 A1
Foreign Referenced Citations (76)
Number Date Country
101449270 Jun 2009 CN
104040410 Sep 2014 CN
104603675 May 2015 CN
106662754 May 2017 CN
107683497 Feb 2018 CN
105190427 Nov 2019 CN
0504930 Mar 1992 EP
0535402 Apr 1993 EP
0632360 Jan 1995 EP
1215522 Jun 2002 EP
1494110 Jan 2005 EP
1938141 Jul 2008 EP
1943556 Jul 2008 EP
2290428 Mar 2011 EP
2350774 Aug 2011 EP
1237067 Jan 2016 EP
3139245 Mar 2017 EP
3164776 May 2017 EP
3236211 Oct 2017 EP
2723240 Aug 2018 EP
2896986 Feb 2021 EP
2499635 Aug 2013 GB
2542853 Apr 2017 GB
938DEL2004 Jun 2006 IN
2002-529806 Sep 2002 JP
2003-029198 Jan 2003 JP
2003-141574 May 2003 JP
2003-228027 Aug 2003 JP
2003-329873 Nov 2003 JP
2007-012530 Jan 2007 JP
2007-86696 Apr 2007 JP
2007-273733 Oct 2007 JP
2008-257127 Oct 2008 JP
2009-090689 Apr 2009 JP
2009-244869 Oct 2009 JP
2011-033993 Feb 2011 JP
2012-015774 Jan 2012 JP
2013-525872 Jun 2013 JP
2015-191032 Nov 2015 JP
2016-502120 Jan 2016 JP
2016-85463 May 2016 JP
2016-516227 Jun 2016 JP
2017-531840 Oct 2017 JP
6232763 Nov 2017 JP
6333965 May 2018 JP
2005-0010775 Jan 2005 KR
10-1372623 Mar 2014 KR
201219829 May 2012 TW
201803289 Jan 2018 TW
1991000565 Jan 1991 WO
2000030368 Jun 2000 WO
2002071315 Sep 2002 WO
2004095248 Nov 2004 WO
2006132614 Dec 2006 WO
2007037089 May 2007 WO
2007085682 Aug 2007 WO
2007102144 Sep 2007 WO
2008148927 Dec 2008 WO
2009101238 Aug 2009 WO
2012030787 Mar 2012 WO
2013049012 Apr 2013 WO
2013062701 May 2013 WO
2014033306 Mar 2014 WO
2015143641 Oct 2015 WO
2016054092 Apr 2016 WO
2017004695 Jan 2017 WO
2017044761 Mar 2017 WO
2017120475 Jul 2017 WO
2017176861 Oct 2017 WO
2017203201 Nov 2017 WO
2018044537 Mar 2018 WO
2018087408 May 2018 WO
2018097831 May 2018 WO
2018166921 Sep 2018 WO
2019148154 Aug 2019 WO
2020010226 Jan 2020 WO
Non-Patent Literature Citations (204)
Entry
“Communication according to Rule 164(1) EPC dated Feb. 23, 2022”, European Patent Application No. 20753144.3, (11 pages).
“Communication Pursuant to Article 94(3) EPC dated Apr. 25, 2022”, European Patent Application No. 18885707.2, (5 pages).
“Communication Pursuant to Article 94(3) EPC dated May 30, 2022”, European Patent Application No. 19768418.6, (6 pages).
“Extended European Search Report dated Jan. 28, 2022”, European Patent Application No. 19815876.8, (9 pages).
“Extended European Search Report dated Jun. 19, 2020”, European Patent Application No. 20154750.2, (10 pages).
“Extended European Search Report dated Mar. 22, 2022”, European Patent Application No. 19843487.0, (14 pages).
“Extended European Search Report dated May 16, 2022”, European Patent Application No. 19871001.4, (9 pages).
“Extended European Search Report dated May 30, 2022”, European Patent Application No. 20753144.3, (10 pages).
“Final Office Action dated Feb. 23, 2022”, U.S. Appl. No. 16/748,193, (23 pages).
“Final Office Action dated Feb. 3, 2022”, U.S. Appl. No. 16/864,721, (36 pages).
“Final Office Action dated Jul. 13, 2022”, U.S. Appl. No. 17/262,991, (18 pages).
“First Examination Report dated May 13, 2022”, Indian Patent Application No. 202047026359, (8 pages).
“First Office Action dated Mar. 14, 2022 with English translation”, Chinese Patent Application No. 201880079474.6, (11 pages).
“Non Final Office Action dated Apr. 1, 2022”, U.S. Appl. No. 17/256,961, (65 pages).
“Non Final Office Action dated Apr. 11, 2022”, U.S. Appl. No. 16/938,782, (52 pages).
“Non Final Office Action dated Apr. 12, 2022”, U.S. Appl. No. 17/262,991, (60 pages).
“Non Final Office Action dated Feb. 2, 2022”, U.S. Appl. No. 16/783,866, (8 pages).
“Non Final Office Action dated Mar. 31, 2022”, U.S. Appl. No. 17/257,814, (60 pages).
“Non Final Office Action dated Mar. 9, 2022”, U.S. Appl. No. 16/870,676, (57 pages).
“Non Final Office Action dated May 10, 2022”, U.S. Appl. No. 17/140,921, (25 pages).
“Non Final Office Action dated May 17, 2022”, U.S. Appl. No. 16/748,193, (11 pages).
Communication Pursuant to Article 94(3) EPC dated Jan. 4, 2022, European Patent Application No. 20154070.5, (8 pages).
Communication Pursuant to Article 94(3) EPC dated Oct. 21, 2021, European Patent Application No. 16207441.3, (4 pages).
Communication Pursuant to Rule 164(1) EPC dated Jul. 27, 2021, European Patent Application No. 19833664.6, (11 pages).
Extended European Search Report dated Jun. 30, 2021, European Patent Application No. 19811971.1, (9 pages).
Extended European Search Report dated Jan. 4, 2022, European Patent Application No. 19815085.6, (9 pages).
Extended European Search Report dated Jul. 16, 2021, European Patent Application No. 19810142.0, (14 pages).
Extended European Search Report dated Jul. 30, 2021, European Patent Application No. 19839970.1, (7 pages).
Extended European Search Report dated Oct. 27, 2021, European Patent Application No. 19833664.6, (10 pages).
Extended European Search Report dated Sep. 20, 2021, European Patent Application No. 19851373.1, (8 pages).
Extended European Search Report dated Sep. 28, 2021, European Patent Application No. 19845418.3, (13 pages).
Final Office Action dated Sep. 17, 2021, U.S. Appl. No. 16/938,782, (44 pages).
“multi-core processor”, TechTarget , 2013 , (1 page).
Non Final Office Action dated Aug. 4, 2021, U.S. Appl. No. 16/864,721, (51 pages).
Non Final Office Action dated Jul. 9, 2021, U.S. Appl. No. 16/833,093, (47 pages).
Non Final Office Action dated Jun. 29, 2021, U.S. Appl. No. 16/698,588, (58 pages).
Non Final Office Action dated Sep. 20, 2021, U.S. Appl. No. 17/105,848, (56 pages).
Non Final Office Action dated Sep. 29, 2021, U.S. Appl. No. 16/748,193, (62 pages).
Giuseppe, Donato , et al. , “Stereoscopic helmet mounted system for real time 3D environment reconstruction and indoor ego-motion estimation”, Proc. SPIE 6955, Head- and Helmet-Mounted Displays XIII: Design and Applications, 69550P.
Mrad, et al., “A framework for System Level Low Power Design Space Exploration”, 1991.
Sheng, Liu, et al., “Time-multiplexed dual-focal plane head-mounted display with a liquid lens” , Optics Letters, Optical Society of America, US, vol. 34, No. 11, Jun. 1, 2009 (Jun. 1, 2009), XP001524475, ISSN: 0146-9592, pp. 1642-1644.
“ARToolKit: Hardware”, https://web.archive.org/web/20051013062315/http://www.hitl.washington.edu:80/artoolkit/documentation/hardware.htm (downloaded Oct. 26, 2020), Oct. 13, 2015, (3 pages).
Communication Pursuant to Article 94(3) EPC dated Sep. 4, 2019, European Patent Application No. 10793707.0, (4 pages).
European Search Report dated Oct. 15, 2020, European Patent Application No. 20180623.9, (10 pages).
Examination Report dated Jun. 19, 2020, European Patent Application No. 20154750.2, (10 pages).
Extended European Search Report dated May 20, 2020, European Patent Application No. 20154070.5, (7 pages).
Extended European Search Report dated Jan. 22, 2021, European Patent Application No. 18890390.0, (11 pages).
Extended European Search Report dated Nov. 3, 2020, European Patent Application No. 18885707.2, (7 pages).
Extended European Search Report dated Mar. 4, 2021, European Patent Application No. 19768418.6, (9 pages).
Extended European Search Report dated Nov. 4, 2020, European Patent Application No. 20190980.1, (14 pages).
Extended European Search Report dated Jun. 12, 2017, European Patent Application No. 16207441.3, (8 pages).
Final Office Action dated Aug. 10, 2020, U.S. Appl. No. 16/225,961, (13 pages).
Final Office Action dated Dec. 4, 2019, U.S. Appl. No. 15/564,517, (15 pages).
Final Office Action dated Feb. 19, 2020, U.S. Appl. No. 15/552,897, (17 pages).
Final Office Action dated Jun. 15, 2021, U.S. Appl. No. 16/928,313, (42 pages).
Final Office Action dated Mar. 1, 2021, U.S. Appl. No. 16/214,575, (29 pages).
Final Office Action dated Mar. 19, 2021, U.S. Appl. No. 16/530,776, (25 pages).
Final Office Action dated Nov. 24, 2020, U.S. Appl. No. 16/435,933, (44 pages).
International Search Report and Written Opinion dated Feb. 12, 2021, International Application No. PCT/US20/60555, (25 pages).
International Search Report and Written Opinion dated Mar. 12, 2020, International PCT Patent Application No. PCT/US19/67919, (14 pages).
International Search Report and Written Opinion dated Aug. 15, 2019, International PCT Patent Application No. PCT/US19/33987, (20 pages).
International Search Report and Written Opinion dated Jun. 15, 2020, International PCT Patent Application No. PCT/US2020/017023, (13 pages).
International Search Report and Written Opinion dated Oct. 16, 2019, International PCT Patent Application No. PCT/US19/43097, (10 pages).
International Search Report and Written Opinion dated Oct. 16, 2019, International PCT Patent Application No. PCT/US19/36275, (10 pages).
International Search Report and Written Opinion dated Oct. 16, 2019, International PCT Patent Application No. PCT/US19/43099, (9 pages).
International Search Report and Written Opinion dated Jun. 17, 2016, International PCT Patent Application No. PCT/FI2016/050172, (9 pages).
International Search Report and Written Opinion dated Feb. 2, 2021, International PCT Patent Application No. PCT/US20/60550, (9 pages).
International Search Report and Written Opinion dated Oct. 22, 2019, International PCT Patent Application No. PCT/US19/43751, (9 pages).
International Search Report and Written Opinion dated Dec. 23, 2019, International PCT Patent Application No. PCT/US19/44953, (11 pages).
International Search Report and Written Opinion dated May 23, 2019, International PCT Patent Application No. PCT/US18/66514, (17 pages).
International Search Report and Written Opinion dated Sep. 26, 2019, International PCT Patent Application No. PCT/US19/40544, (12 pages).
International Search Report and Written Opinion dated Aug. 27, 2019, International PCT Application No. PCT/US2019/035245, (8 pages).
International Search Report and Written Opinion dated Dec. 27, 2019, International Application No. PCT/US19/47746, (16 pages).
International Search Report and Written Opinion dated Dec. 3, 2020, International Patent Application No. PCT/US20/43596, (25 pages).
International Search Report and Written Opinion dated Sep. 30, 2019, International Patent Application No. PCT/US19/40324, (7 pages).
International Search Report and Written Opinion dated Sep. 4, 2020, International Patent Application No. PCT/US20/31036, (13 pages).
International Search Report and Written Opinion dated Jun. 5, 2020, International Patent Application No. PCT/US20/19871, (9 pages).
International Search Report and Written Opinion dated Aug. 8, 2019, International PCT Patent Application No. PCT/US2019/034763, (8 pages).
International Search Report and Written Opinion dated Oct. 8, 2019, International PCT Patent Application No. PCT/US19/41151, (7 pages).
International Search Report and Written Opinion dated Jan. 9, 2020, International Application No. PCT/US19/55185, (10 pages).
International Search Report and Written Opinion dated Feb. 28, 2019, International Patent Application No. PCT/US18/64686, (8 pages).
International Search Report and Written Opinion dated Feb. 7, 2020, International PCT Patent Application No. PCT/US2019/061265, (11 pages).
International Search Report and Written Opinion dated Jun. 11, 2019, International PCT Application No. PCT/US19/22620, (7 pages).
Invitation to Pay Additional Fees dated Aug. 15, 2019, International PCT Patent Application No. PCT/US19/36275, (2 pages).
Invitation to Pay Additional Fees dated Sep. 24, 2020, International Patent Application No. PCT/US2020/043596, (3 pages).
Invitation to Pay Additional Fees dated Oct. 22, 2019, International PCT Patent Application No. PCT/US19/47746, (2 pages).
Invitation to Pay Additional Fees dated Apr. 3, 2020, International Patent Application No. PCT/US20/17023, (2 pages).
Invitation to Pay Additional Fees dated Oct. 17, 2019, International PCT Patent Application No. PCT/US19/44953, (2 pages).
Non Final Office Action dated Aug. 21, 2019, U.S. Appl. No. 15/564,517, (14 pages).
Non Final Office Action dated Jan. 26, 2021, U.S. Appl. No. 16/928,313, (33 pages).
Non Final Office Action dated Jan. 27, 2021, U.S. Appl. No. 16/225,961, (15 pages).
Non Final Office Action dated Jul. 27, 2020, U.S. Appl. No. 16/435,933, (16 pages).
Non Final Office Action dated Jul. 9, 2021, U.S. Appl. No. 17/002,663, (43 pages).
Non Final Office Action dated Jun. 10, 2021, U.S. Appl. No. 16/938,782, (40 Pages).
Non Final Office Action dated Jun. 17, 2020, U.S. Appl. No. 16/682,911, (22 pages).
Non Final Office Action dated Jun. 19, 2020, U.S. Appl. No. 16/225,961, (35 pages).
Non Final Office Action dated Mar. 3, 2021, U.S. Appl. No. 16/427,337, (41 pages).
Non Final Office Action dated May 26, 2021, U.S. Appl. No. 16/214,575, (19 pages).
Non Final Office Action dated Nov. 19, 2019, U.S. Appl. No. 16/355,611, (31 pages).
Non Final Office Action dated Nov. 5, 2020, U.S. Appl. No. 16/530,776, (45 pages).
Non Final Office Action dated Oct. 22, 2019, U.S. Appl. No. 15/859,277, (15 pages).
Non Final Office Action dated Sep. 1, 2020, U.S. Appl. No. 16/214,575, (40 pages).
Notice of Allowance dated Mar. 25, 2020, U.S. Appl. No. 15/564,517, (11 pages).
Notice of Allowance dated Oct. 5, 2020, U.S. Appl. No. 16/682,911, (27 pages).
Notice of Reason of Refusal dated Sep. 11, 2020 with English translation, Japanese Patent Application No. 2019-140435, (6 pages).
“Phototourism Challenge”, CVPR 2019 Image Matching Workshop. https://image matching-workshop. github.io., (16 pages).
Summons to attend oral proceedings pursuant to Rule 115(1) EPC mailed on Jul. 15, 2019, European Patent Application No. 15162521.7, (7 pages).
Aarik, J. et al., “Effect of crystal structure on optical properties of TiO2 films grown by atomic layer deposition”, Thin Solid Films; Publication [online). May 19, 1998 [retrieved Feb. 19, 2020]. Retrieved from the Internet: <URL: https://www.sciencedirect.com/science/article/pii/S0040609097001351?via%3Dihub>; DOI: 10.1016/50040-6090(97)00135-1; see entire document, (2 pages).
Altwaijry, et al., “Learning to Detect and Match Keypoints with Deep Architectures”, Proceedings of the British Machine Vision Conference (BMVC), BMVA Press, Sep. 2016, [retrieved on Jan. 8, 2021 (Jan. 8, 2021 )] < URL: http://www.bmva.org/bmvc/2016/papers/paper049/index.html >, en lire document, especially Abstract, pp. 1-6 and 9.
Arandjelović, Relja et al., “Three things everyone should know to improve object retrieval”, CVPR, 2012, (8 pages).
Azom, , “Silica-Silicon Dioxide (SiO2)”, AZO Materials; Publication [Online]. Dec. 13, 2001 [retrieved Feb. 19, 2020]. Retrieved from the Internet: <URL: https://www.azom.com/article.aspx?Article1D=1114>, (6 pages).
Azuma, Ronald T., “A Survey of Augmented Reality”, Presence: Teleoperators and Virtual Environments 6, 4 (Aug. 1997), 355-385; https://web.archive.org/web/20010604100006/http://www.cs.unc.edu/˜azuma/ARpresence.pdf (downloaded Oct. 26, 2020).
Azuma, Ronald T., “Predictive Tracking for Augmented Reality”, Department of Computer Science, Chapel Hill NC; TR95-007, Feb. 1995, 262 pages.
Battaglia, Peter W. et al., “Relational inductive biases, deep learning, and graph networks”, arXiv:1806.01261, Oct. 17, 2018, pp. 1-40.
Berg, Alexander C et al., “Shape matching and object recognition using low distortion correspondences”, In CVPR, 2005, (8 pages).
Bian, Jiawang et al., “GMS: Grid-based motion statistics for fast, ultra-robust feature correspondence.”, In CVPR (Conference on Computer Vision and Pattern Recognition), 2017, (10 pages).
Bimber, Oliver et al., “Spatial Augmented Reality: Merging Real and Virtual Worlds”, https://web.media.mit.edu/˜raskar/book/BimberRaskarAugmentedRealityBook.pdf; published by A K Peters/CRC Press (Jul. 31, 2005); eBook (3rd Edition, 2007), (393 pages).
Brachmann, Eric et al., “Neural-Guided RANSAC: Learning Where to Sample Model Hypotheses”, In ICCV (International Conference on Computer Vision ), arXiv:1905.04132v2 [cs.CV] Jul. 31, 2019, (17 pages).
Butail, et al., “Putting the fish in the fish tank: Immersive VR for animal behavior experiments”, In: 2012 IEEE International Conference on Robotics and Automation. May 18, 2012 (May 18, 2012) Retrieved on Nov. 14, 2020 (Nov. 14, 2020) from <http:/lcdcl.umd.edu/papers/icra2012.pdf> entire document, (8 pages).
Caetano, Tibério S et al., “Learning graph matching”, IEEE TPAMI, 31(6):1048-1058, 2009.
Cech, Jan et al., “Efficient sequential correspondence selection by cosegmentation”, IEEE TPAMI, 32(9):1568-1581, Sep. 2010.
Cuturi, Marco, “Sinkhorn distances: Lightspeed computation of optimal transport”, NIPS, 2013, (9 pages).
Dai, Angela et al., “ScanNet: Richly-annotated 3d reconstructions of indoor scenes”, In CVPR, arXiv:1702.04405v2 [cs.CV] Apr. 11, 2017, (22 pages).
Deng, Haowen et al., “PPFnet: Global context aware local features for robust 3d point matching”, In CVPR, arXiv:1802.02669v2 [cs.CV] Mar. 1, 2018, (12 pages).
Detone, Daniel et al., “Deep image homography estimation”, In RSS Work-shop: Limits and Potentials of Deep Learning in Robotics, arXiv:1606.03798v1 [cs.CV] Jun. 13, 2016, (6 pages).
Detone, Daniel et al., “Self-improving visual odometry”, arXiv:1812.03245, Dec. 8, 2018, (9 pages).
Detone, Daniel et al., “SuperPoint: Self-supervised interest point detection and description”, In CVPR Workshop on Deep Learning for Visual SLAM, arXiv:1712.07629v4 [cs.CV] Apr. 19, 2018, (13 pages).
Dusmanu, Mihai et al., “D2-net: A trainable CNN for joint detection and description of local features”, CVPR, arXiv:1905.03561v1 [cs.CV] May 9, 2019, (16 pages).
Ebel, Patrick et al., “Beyond cartesian representations for local descriptors”, ICCV, arXiv:1908.05547v1 [cs.CV] Aug. 15, 2019, (11 pages).
Fischler, Martin A et al., “Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography”, Communications of the ACM, 24(6): 1981, pp. 381-395.
Gilmer, Justin et al., “Neural message passing for quantum chemistry”, In ICML, arXiv:1704.01212v2 [cs.LG] Jun. 12, 2017, (14 pages).
Goodfellow, , “Titanium Dioxide—Titania (TiO2)”, AZO Materials; Publication [online]. Jan. 11, 2002 [retrieved Feb. 19, 2020]. Retrieved from the Internet: <URL: https://www.azom.com/article.aspx?Article1D=1179>, (9 pages).
Hartley, Richard et al., “Multiple View Geometry in Computer Vision”, Cambridge University Press, 2003, pp. 1-673.
Jacob, Robert J. , “Eye Tracking in Advanced Interface Design”, Human-Computer Interaction Lab, Naval Research Laboratory, Washington, D.C., date unknown. 2003, pp. 1-50.
Lee, et al., “Self-Attention Graph Pooling”, Cornell University Library/Computer Science/ Machine Learning, Apr. 17, 2019 [retrieved on Jan. 8, 2021 from the Internet< URL: https://arxiv.org/abs/1904.08082>, entire document.
Lee, Juho et al., “Set transformer: A frame-work for attention-based permutation-invariant neural networks”, ICML, arXiv:1810.00825v3 [cs.LG] May 26, 2019, (17 pages).
Leordeanu, Marius et al., “A spectral technique for correspondence problems using pairwise constraints”, Proceedings of (ICCV) International Conference on Computer Vision, vol. 2, pp. 1482-1489, Oct. 2005, (8 pages).
Levola, T., “Diffractive Optics for Virtual Reality Displays”, Journal of the SID EURODISPLAY 14/05, 2005, XP008093627, chapters 2-3, Figures 2 and 10, pp. 467-475.
Levola, Tapani , “Invited Paper: Novel Diffractive Optical Components for Near to Eye Displays—Nokia Research Center”, SID 2006 Digest, 2006 SID International Symposium, Society for Information Display, vol. XXXVII, May 24, 2005, chapters 1-3, figures 1 and 3, pp. 64-67.
Li, Yujia et al., “Graph matching networks for learning the similarity of graph structured objects”, ICML, arXiv:1904.12787v2 [cs.LG] May 12, 2019, (18 pages).
Li, Zhengqi et al., “Megadepth: Learning single-view depth prediction from internet photos”, In CVPR, fromarXiv: 1804.00607v4 [cs.CV] Nov. 28, 2018, (10 pages).
Libovicky, et al., “Input Combination Strategies for Multi-Source Transformer Decoder”, Proceedings of the Third Conference on Machine Translation (WMT). vol. 1: Research Papers, Belgium, Brussels, Oct. 31-Nov. 1, 2018; retrieved on Jan. 8, 2021 (Jan. 8, 2021 ) from < URL: https://doi.org/10.18653/v1/W18-64026 >, entire document, pp. 253-260.
Loiola, Eliane M. et al., “A survey for the quadratic assignment problem”, European journal of operational research, 176(2): 2007, pp. 657-690.
Lowe, David G., “Distinctive image features from scale-invariant keypoints”, International Journal of Computer Vision, 60(2): 91-110, 2004, (28 pages).
Luo, Zixin et al., “ContextDesc: Local descriptor augmentation with cross-modality context”, CVPR, arXiv:1904.04084v1 [cs.CV] Apr. 8, 2019, (14 pages).
Memon, F. et al., “Synthesis, Characterization and Optical Constants of Silicon Oxycarbide”, EPJ Web of Conferences; Publication [online). Mar. 23, 2017 [retrieved Feb. 19, 2020).<URL: https://www.epj-conferences.org/articles/epjconf/pdf/2017/08/epjconf_nanop2017_00002.pdf>; DOI: 10.1051/epjconf/201713900002, (8 pages).
Molchanov, Pavlo et al., “Short-range FMCW monopulse radar for hand-gesture sensing”, 2015 IEEE Radar Conference (RadarCon) (2015), pp. 1491-1496.
Munkres, James , “Algorithms for the assignment and transportation problems”, Journal of the Society for Industrial and Applied Mathematics, 5(1): 1957, pp. 32-38.
Ono, Yuki et al., “LF-Net: Learning local features from images”, 32nd Conference on Neural Information Processing Systems (NIPS 2018), arXiv:1805.09662v2 [cs.CV] Nov. 22, 2018, (13 pages).
Paszke, Adam et al., “Automatic differentiation in Pytorch”, 31st Conference on Neural Information Processing Systems (NIPS 2017), Long Beach, CA, USA, (4 pages).
Peyré, Gabriel et al., “Computational Optimal Transport”, Foundations and Trends in Machine Learning, 11(5-6):355-607, 2019; arXiv:1803.00567v4 [stat.ML] Mar. 18, 2020, (209 pages).
Qi, Charles R. et al., “Pointnet++: Deep hierarchical feature learning on point sets in a metric space.”, 31st Conference on Neural Information Processing Systems (NIPS 2017), Long Beach, CA, USA., (10 pages).
Qi, Charles R et al., “Pointnet: Deep Learning on Point Sets for 3D Classification and Segmentation”, CVPR, arXiv:1612.00593v2 [cs.CV] Apr. 10, 201, (19 pages).
Radenović, Filip et al., “Revisiting Oxford and Paris: Large-Scale Image Retrieval Benchmarking”, CVPR, arXiv:1803.11285v1 [cs.CV] Mar. 29, 2018, (10 pages).
Raguram, Rahul et al., “A comparative analysis of ransac techniques leading to adaptive real-time random sample consensus”, Computer Vision—ECCV 2008, 10th European Conference on Computer Vision, Marseille, France, Oct. 12-18, 2008, Proceedings, Part I, (15 pages).
Ranftl, René et al., “Deep fundamental matrix estimation”, European Conference on Computer Vision (ECCV), 2018, (17 pages).
Revaud, Jerome et al., “R2D2: Repeatable and Reliable Detector and Descriptor”, In NeurIPS, arXiv:1906.06195v2 [cs.CV] Jun. 17, 2019, (12 pages).
Rocco, Ignacio et al., “Neighbourhood Consensus Networks”, 32nd Conference on Neural Information Processing Systems (NeurIPS 2018), Montreal, Canada, arXiv:1810.10510v2 [cs.CV] Nov. 29, 2018, (20 pages).
Rublee, Ethan et al., “ORB: An efficient alternative to SIFT or SURF”, Proceedings of the IEEE International Conference on Computer Vision. 2564-2571. 2011; 10.1109/ICCV.2011.612654, (9 pages).
Sarlin, et al., “SuperGlue: Learning Feature Matching with Graph Neural Networks”, Cornell University Library/Computer Science/Computer Vision and Pattern Recognition, Nov. 26, 2019 [retrieved on Jan. 8, 2021 from the Internet< URL: https://arxiv.org/abs/1911.11763>, entire document.
Sattler, Torsten et al., “SCRAMSAC: Improving RANSAC's efficiency with a spatial consistency filter”, ICCV, 2009: 2090-2097., (8 pages).
Schonberger, Johannes L. et al., “Pixelwise view selection for un-structured multi-view stereo”, Computer Vision—ECCV 2016: 14th European Conference, Amsterdam, The Netherlands, Oct. 11-14, 2016, Proceedings, Part III, pp. 501-518, 2016.
Schonberger, Johannes L. et al., “Structure-from-motion revisited”, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016, pp. 4104-4113, (11 pages).
Sinkhorn, Richard et al., “Concerning nonnegative matrices and doubly stochastic matrices.”, Pacific Journal of Mathematics, 1967, pp. 343-348.
Spencer, T. et al., “Decomposition of poly(propylene carbonate) with UV sensitive iodonium 11 salts”, Polymer Degradation and Stability; (online]. Dec. 24, 2010 (retrieved Feb. 19, 2020]., <URL: http:/fkohl.chbe.gatech.edu/sites/default/files/linked_files/publications/2011Decomposition%20of%20poly(propylene%20carbonate)%20with%20UV%20sensitive%20iodonium%20salts,pdf>; DOI: 10, 1016/j.polymdegradstab.2010, 12.003, (17 pages).
Tanriverdi, Vildan et al., “Interacting With Eye Movements in Virtual Environments”, Department of Electrical Engineering and Computer Science, Tufts University; Proceedings of the SIGCHI conference on Human Factors in Computing Systems, Apr. 2000, pp. 1-8.
Thomee, Bart et al., “YFCC100m: The new data in multimedia research”, Communications of the ACM, 59(2):64-73, 2016; arXiv:1503.01817v2 [cs.MM] Apr. 25, 2016, (8 pages).
Torresani, Lorenzo et al., “Feature correspondence via graph matching: Models and global optimization”, Computer Vision—ECCV 2008, 10th European Conference on Computer Vision, Marseille, France, Oct. 12-18, 2008, Proceedings, Part II, (15 pages).
Tuytelaars, Tinne et al., “Wide baseline stereo matching based on local, affinely invariant regions”, BMVC, 2000, pp. 1-14.
Ulyanov, Dmitry et al., “Instance normalization: The missing ingredient for fast stylization”, arXiv:1607.08022v3 [cs.CV] Nov. 6, 2017, (6 pages).
Vaswani, Ashish et al., “Attention is all you need”, 31st Conference on Neural Information Processing Systems (NIPS 2017), Long Beach, CA, USA; arXiv:1706.03762v5 [cs.CL] Dec. 6, 2017, (15 pages).
Veli{hacek over (c)}kovi{hacek over (c)}, Petar et al., “Graph attention networks”, ICLR, arXiv:1710.10903v3 [stat.ML] Feb. 4, 2018, (12 pages).
Villani, Cédric , “Optimal transport: old and new”, vol. 338. Springer Science & Business Media, Jun. 2008, pp. 1-998.
Wang, Xiaolong et al., “Non-local neural networks”, CVPR, arXiv:1711.07971v3 [cs.CV] Apr. 13, 2018, (10 pages).
Wang, Yue et al., “Deep Closest Point: Learning representations for point cloud registration”, ICCV, arXiv:1905.03304v1 [cs.CV] May 8, 2019, (10 pages).
Wang, Yue et al., “Dynamic Graph CNN for learning on point clouds”, ACM Transactions on Graphics, arXiv:1801.07829v2 [cs.CV] Jun. 11, 2019, (13 pages).
Weissel, et al., “Process cruise control: event-driven clock scaling for dynamic power management”, Proceedings of the 2002 international conference on Compilers, architecture, and synthesis for embedded systems. Oct. 11, 2002 (Oct. 11, 2002) Retrieved on May 16, 2020 (May 16, 2020) from <URL: https://dl.acm.org/doi/pdf/10.1145/581630.581668>, p. 238-246.
Yi, Kwang M. et al., “Learning to find good correspondences”, CVPR, arXiv:1711.05971v2 [cs.CV] May 21, 2018, (13 pages).
Yi, Kwang Moo et al., “Lift: Learned invariant feature transform”, ECCV, arXiv:1603.09114v2 [cs.CV] Jul. 29, 2016, (16 pages).
Zaheer, Manzil et al., “Deep Sets”, 31st Conference on Neural Information Processing Systems (NIPS 2017), Long Beach, CA, USA; arXiv:1703.06114v3 [cs.LG] Apr. 14, 2018, (29 pages).
Zhang, Jiahui et al., “Learning two-view correspondences and geometry using order-aware network”, ICCV; aarXiv:1908.04964v1 [cs.CV] Aug. 14, 2019, (11 pages).
Zhang, Li et al., “Dual graph convolutional net-work for semantic segmentation”, BMVC, 2019; arXiv:1909.06121v3 [cs.CV] Aug. 26, 2020, (18 pages).
“Extended European Search Report dated Aug. 24, 2022”, European Patent Application No. 20846338.0, (13 pages).
“Extended European Search Report dated Aug. 8, 2022”, European Patent Application No. 19898874.3, (8 pages).
“Extended European Search Report dated Sep. 8, 2022”, European Patent Application No. 20798769.4, (13 pages).
“First Examination Report dated Jul. 27, 2022”, Chinese Patent Application No. 201980036675.2, (5 pages).
“First Examination Report dated Jul. 28, 2022”, Indian Patent Application No. 202047024232, (6 pages).
“First Office Action dated Sep. 16, 2022 with English translation”, Chinese Patent Application No. 201980063642.7, (7 pages).
“FS_XR5G: Permanent document, v0.4.0”, Qualcomm Incorporated, 3GPP TSG-SA 4 Meeting 103 retrieved from the Internet: URL:http://www.3gpp.org/ftp/Meetings%5F3GP P%5FSYNC/SA4/Docs/S4%2DI90526%2Ezip [retrieved on Apr. 12, 2019], Apr. 12, 2019, (98 pages).
“Non Final Office Action dated Jul. 26, 2022”, U.S. Appl. No. 17/098,059, (28 pages).
“Second Office Action dated Jul. 13, 2022 with English Translation”, Chinese Patent Application No. 201880079474.6, (10 pages).
“Second Office Action dated Jun. 20, 2022 with English Translation”, Chinese Patent Application No. 201880089255.6, (14 pages).
Anonymous , “Koi Pond: Top iPhone App Store Paid App”, https://web.archive.org/web/20080904061233/https://www.iphoneincanada.ca/reviews /koi-pond-top-iphone-app-store-paid-app/—[retrieved on Aug. 9, 2022], (2 pages).
Chittineni, C. , et al., “Single filters for combined image geometric manipulation and enhancement”, Proceedings of SPIE vol. 1903, Image and Video Processing, Apr. 8, 1993, San Jose, CA. (Year: 1993), pp. 111-121.
“Extended European Search Report dated Nov. 3, 2022”, European Patent Application No. 20770244.0, (23 pages).
“Non Final Office Action dated Dec. 7, 2022”, U.S. Appl. No. 17/357,795, (63 pages).
“Notice of Reason for Rejection dated Oct. 28, 2022 with English translation”, Japanese Patent Application No. 2020-531452, (3 pages).
“Office Action dated Nov. 24, 2022 with English Translation”, Japanese Patent Application No. 2020-533730, 11 pages).
“Extended European Search Report dated Dec. 14, 2022”, European Patent Application No. 20886547.7, (8 pages).
“Final Office Action dated Dec. 29, 2022”, U.S. Appl. No. 17/098,059, (32 pages).
“Non Final Office Action dated Jan. 24, 2023”, U.S. Appl. No. 17/497,940, (10 pages).
“First Office Action dated Jan. 24, 2023 with English translation”, Japanese Patent Application No. 2020-549034, (7 pages).
“Non Final Office Action dated Feb. 3, 2023”, U.S. Appl. No. 17/429,100, (16 pages).
“Non Final Office Action dated Feb. 3, 2023”, U.S. Appl. No. 17/497,965, (32 pages).
Related Publications (1)
Number Date Country
20210325682 A1 Oct 2021 US
Provisional Applications (1)
Number Date Country
62702731 Jul 2018 US