A multispectral sensor device may be utilized to capture information. For example, the multispectral sensor device may capture information relating to a set of electromagnetic frequencies. The multispectral sensor device may include a set of sensor elements (e.g., optical sensors, spectral sensors, and/or image sensors) that capture the information. For example, an array of sensor elements may be utilized to capture information relating to multiple frequencies. A particular sensor element, of the sensor element array, may be associated with a filter that restricts a range of frequencies that are directed toward the particular sensor element.
According to some possible implementations, a device may include a multispectral filter array disposed on the substrate. The multispectral filter array may include a first metal mirror disposed on the substrate. The multispectral filter may include a spacer disposed on the first metal mirror. The spacer may include a set of layers. The spacer may include a second metal mirror disposed on the spacer. The second metal mirror may be aligned with two or more sensor elements of a set of sensor elements.
According to some possible implementations, an optical filter may include a first layer. The first layer may be a first mirror to reflect a portion of light directed toward the first layer. The first layer may be deposited on a substrate associated with a set of sensor elements. The optical filter may include a second set of layers. The second set of layers may be deposited solely on the first layer. The second set of layers may be associated with a set of channels corresponding to the set of sensor elements. A channel, of the set of channels, may be associated with a particular thickness corresponding to a particular wavelength of light that is to be directed toward a particular sensor element of the set of sensor elements. The optical filter may include a third layer. The third layer may be a second metal mirror to reflect a portion of light directed toward the third layer. The third layer may be deposited on a plurality of the set of sensor elements associated with the second set of layers.
According to some possible implementations, a system may include a set of optical sensors embedded into a substrate. The system may include a multispectral filter array deposited on the substrate. The multispectral filter array may include a first silver (Ag) metal mirror, a second silver (Ag) metal mirror, and a plurality of spacer layers disposed between the first silver (Ag) metal mirror and the second silver (Ag) metal mirror.
The following detailed description of example implementations refers to the accompanying drawings. The same reference numbers in different drawings may identify the same or similar elements.
A sensor element (e.g., an optical sensor) may be incorporated into an optical sensor device to obtain information (e.g., spectral data) regarding a set of electromagnetic frequencies. For example, the optical sensor device may include a particular optical sensor, such as an image sensor, a multispectral sensor, or the like that may perform a sensor measurement of light directed toward the particular optical sensor. In this case, the optical sensor may utilize one or more image sensor technologies, such as an image sensor using a complementary metal-oxide-semiconductor (CMOS) technology, an image sensor using a charge-coupled device (CCD) technology, or the like. The optical sensor device may include multiple sensor elements (e.g., an array of sensor elements), each configured to obtain information. Additionally, or alternatively, the optical sensor device may include a set of sensor elements (e.g., optical sensors) configured to obtain a set of images, each associated with a different wavelength of light.
A sensor element may be associated with a filter that filters light to the sensor element. For example, the sensor element may be aligned with a linear variable filter (LVF), a circular variable filter (CVF), a Fabry-Perot filter, or the like to cause a portion of light directed toward to the sensor element to be filtered. However, it may be difficult to integrate a filter array using LVFs or CVFs or pattern a filter in association with a semiconductor. Moreover, some sets of filters, that are utilized for multispectral sensing, may be associated with relatively high angle shift values, relatively small spectral ranges, or the like, which may reduce a spectral range of information that can be captured or an accuracy of information that is captured.
Implementations, described herein, may utilize an environmentally durable filter array using metal mirrors for multispectral sensing. In this way, an optical filter may be provided for an optical sensor device with improved durability, improved spectral range, and reduced angle shift relative to one or more other types of filters. Moreover, a difficulty in incorporating a filter onto a semiconductor-based sensor element or sensor element array may be reduced relative to one or more other types of filters.
As further shown in
In some implementations, spacer 120 may include one or more spacer layers 130. For example, spacer 120 may include a set of spacer layers 130-1 through 130-5 (e.g., dielectric layers). In some implementations, a thickness of one or more layers 130 may be associated with ensuring a minimum spacer thickness for a particular wavelength.
In some examples, such as for a wavelength of 380 nanometers (nm) that is directed toward one or more sensors, layer 130-1 may be associated with a thickness of 77.6 nm for a spacer material with a refractive index of 2.448 and an optical thickness of 190 nm. In this way, spacer 120 ensures a minimum separation between mirrors 110 for a minimum wavelength of light that is to be directed toward one or more sensor elements. In some implementations, a thickness of one or more spacer layers 130 may be related based on a binary progression. For example, spacer layer 130-2 may be associated with a thickness of approximately 56.6 nanometers (nm), spacer layer 130-3 may be associated with a thickness of approximately 28.3 nm, spacer layer 130-4 may be associated with a thickness of approximately 14.1 nm, and spacer layer 130-5 may be associated with a thickness of approximately 7.1 nm.
In some implementations, multispectral filter 105 may be deposited onto a substrate associated with an optical sensor device. For example, mirror 110-1 may be deposited (e.g., via a deposition process and/or a photolithographic lift-off process) onto a substrate that includes an array of sensor elements to capture information (e.g., spectral data). In some implementations, spacer 120 may permit capture of information relating to multiple wavelengths. For example, a first portion of spacer 120 aligned with a first sensor element (e.g., a back illuminated optical sensor or a front illuminated optical sensor of a sensor array) may be associated with a first thickness and a second portion of spacer 120 aligned with a second sensor element may be associated with a second thickness. In this case, light that is directed toward the first sensor element and the second sensor element may correspond to a first wavelength at the first sensor element based on the first thickness and a second wavelength at the second sensor element based on the second thickness. In this way, multispectral filter 105 permits multispectral sensing by an optical sensor device using a spacer (e.g., spacer 120) associated with multiple portions, which are associated with multiple thicknesses, aligned to multiple sensor elements of the optical sensor device.
In some implementations, mirrors 110 may be associated with a protective layer. For example, a protective layer may be deposited onto mirror 110-1 (e.g., between mirror 110-1 and spacer 120) to reduce a likelihood of degradation of mirror 110-1, thereby improving durability of an optical sensor device utilizing multispectral filter 105. In some implementations, mirrors 110 and/or spacer 120 may be associated with a tapered edge. For example, as described herein, an edge portion of mirror 110 and/or spacer 120 may be tapered and may permit another layer (e.g., a protective layer) to be deposited on the edge portion to reduce a likelihood of degradation of the edge portion without obstructing another portion of mirror 110 and/or spacer 120 (e.g., a non-edge portion) associated with directing light toward an optical sensor, thereby improving durability of an optical sensor device utilizing multispectral filter 105.
As indicated above,
As shown in
In some implementations, substrate 306 may include one or more conductive pathways (not shown) to provide information obtained by the set of sensor elements 308. For example, substrate 306 may include a set of conductive pathways permitting substrate 306 to be mounted to another device and provide data from the set of sensor elements 308 to the other device, such as a camera device, a scanning device, a measurement device, a processor device, a microcontroller device, or the like. In some implementations, substrate 306 may be associated with multiple layers of substrate material. For example, substrate 306 may include a multi-layer substrate, a layer of which is associated with receiving the set of sensor elements 308.
In some implementations, substrate 306 may be associated with a particular type of sensor element 308. For example, substrate 306 may be associated with one or more photodiodes (e.g., a photodiode array), one or more sensor elements of a sensor array coating or in a proximity to CMOS technology, CCD technology, or the like. In some implementations, substrate 306 may be associated with a set of back illuminated optical sensors. In this case, substrate 306 may be thinner relative to another configuration, thereby permitting light to be directed through a silicon surface toward the optical sensors.
As further shown in
In some implementations, a set of spacer layers of a spacer may be deposited to separate mirror structure 312 from another mirror structure. For example, as further shown in
In some implementations, first spacer layer 316, in association with first mirror structure 312 and another mirror structure, described herein, may be associated with performing a particular filtering functionality. In some implementations, based on a desired spectral range (e.g., between approximately 380 nanometers and approximately 1100 nanometers) or a desire for a reduced angle shift, first spacer layer 316 and/or one or more other spacer layers may utilize an oxide-based material (e.g., niobium oxide, titanium oxide, tantalum oxide, or a combination thereof for a visible spectral range), a silicon-based material (e.g., silicon hydride (SiH) for a spectral range greater than 650 nm, silicon carbide (SiC), or silicon (Si)), a germanium (Ge)-based material (e.g., for an infrared spectral range), or the like. In some implementations, first spacer layer 316 may utilize a particular material to achieve a reduction in angle shift relative to another material. For example, utilizing an Si-H based material may result in a reduced angle shift relative to using a silicon-dioxide (SiO2)-based material. In another example, first spacer layer 316 may utilize another type of oxide material, nitride material, fluoride material, or the like.
As shown in
As further shown in
As further shown in
As further shown in
As further shown in
In this way, a multispectral (e.g., a binary structure) Fabry-Perot filter array may be constructed using metal mirrors. In some implementations, an Nb2O5-based spacer or a TiO2-based spacer may be preferred for a visible spectral range. In some implementations, a combination of Nb2O5 and Si:H or TiO2 and Si:H may be preferred for a near infrared (NIR) spectral range (e.g., from 750 nm to 1100 nm). In some implementations, amorphous silicon or hydrogenated amorphous silicon may be used. Additionally, or alternatively, based on utilizing Ag-based metal mirrors, a relatively large spectral bandwidth may be achieved. Additionally, or alternatively, based on utilizing a pulsed magnetron sputtering process and/or a liftoff process, the multispectral Fabry-Perot filter array may be incorporated into an optical sensor device with a semiconductor substrate without an excessive difficulty of manufacture.
Although
As shown in
Based on the spectral range that is to be captured by the optical sensor, a thickness of a spacer layer sandwiched by mirrors of the 4×4 filter array may be determined:
tmax=2*(λmax/(4*nref));
tmin=2*(λmin/(4*nref));
where tmax represents a total thickness of a spacer layer separating a set of mirror structures for a highest center wavelength for which information is to be captured, λmax represents the highest center wavelength for which information is to be captured, nref represents a refractive index of the spacer layer, tmin represents a total thickness of a spacer layer separating a set of mirror structures for a lowest center wavelength for which information is to be captured, and λmin represents the lowest center wavelength for which information is to be captured.
A quantity of layers of the spacer layers that are to be deposited to form the set of channels (e.g., 16 channels of the 4×4 filter array) may be determined:
c=2x;
where c represents a maximum number of channels that can be created for a given quantity of spacer layers that are deposited x. In some implementations, less than a maximum quantity of channels may be selected for a particular quantity of spacer layers. For example, although a maximum of 16 channels may be created with a deposition of 4 spacer layers, another quantity of channels may be selected for the 4 spacer layers, such as 9 channels, 10 channels, or the like. In this case, one or more channels may be omitted or duplicated. For example, when a particular optical sensor is associated with poor performance for capturing information regarding a particular wavelength, information regarding the particular wavelength may be caused to be captured by multiple optical sensors associated with multiple channels to improve accuracy of the information.
A thickness for each layer of the spacer layers of a particular channel (e.g., for a set of equidistant channels) may be determined:
t0=tmin;
t1=(c/2)/((c−1)*2*nref)*(λmax−λmin);
tn=tn−1/2;
n=log2(c);
where tn represents a thickness of an nth layer (e.g., t0 is a first layer and t1 is a second layer) and c represents a channel number for a channel of a set of channels. In some implementations, a set of non-equidistant channels may be utilized. For example, a discontinuous patterning of channels may be selected to obtain information regarding a first set of wavelengths and a second set of wavelengths that is discontinuous with the first set of wavelengths. In this case, tmin and tmax may still be determined, but a different set of intermediate layers may be selected. In some implementations, a different quantity of channels may be utilized. Additionally, or alternatively, a patterning of channels may be utilized with multiple channels having a common thickness, thereby permitting multiple optical sensors to capture information regarding a common wavelength of light.
As shown by reference number 402, filter array 401 includes a layer 402 (e.g., of a spacer layer between a first mirror structure and a second mirror structure), N, for which each channel is associated with a particular thickness to cause a particular wavelength of light to be directed toward a corresponding optical sensor. For example, a first group of channels of layer 402 are associated with a thickness of 8*t4, indicating that a layer of thickness 8*t4 is deposited (where t4 represents a thickness of a fourth layer) (e.g., onto a first mirror structure or onto another layer, such as an oxide-based protective layer that is deposited onto the first mirror structure). Similarly, a second group of channels of layer 402 are associated with a thickness of 0*t4, indicating that for these channels, deposition is performed, but lift-off is used to remove material that is deposited.
As further shown in
As further shown in
As shown in
As shown in
As indicated above,
As shown in
As shown in
As indicated above,
As shown in
As shown in
As shown in
As shown in
As shown in
As indicated above,
As shown in
As shown in
As indicated above,
As shown in
As shown in
As indicated above,
As indicated above,
As indicated above,
In this way, a multispectral filter array may be fabricated for an optical sensor device that is integrated onto a semiconductor substrate of the optical sensor device, provides relatively low angle shift, relatively high spectral range, and is environmentally durable relative to other filter structures.
The foregoing disclosure provides illustration and description, but is not intended to be exhaustive or to limit the implementations to the precise form disclosed. Modifications and variations are possible in light of the above disclosure or may be acquired from practice of the implementations.
Some implementations are described herein in connection with thresholds. As used herein, satisfying a threshold may refer to a value being greater than the threshold, more than the threshold, higher than the threshold, greater than or equal to the threshold, less than the threshold, fewer than the threshold, lower than the threshold, less than or equal to the threshold, equal to the threshold, etc.
Even though particular combinations of features are recited in the claims and/or disclosed in the specification, these combinations are not intended to limit the disclosure of possible implementations. In fact, many of these features may be combined in ways not specifically recited in the claims and/or disclosed in the specification. Although each dependent claim listed below may directly depend on only one claim, the disclosure of possible implementations includes each dependent claim in combination with every other claim in the claim set.
No element, act, or instruction used herein should be construed as critical or essential unless explicitly described as such. Also, as used herein, the articles “a” and “an” are intended to include one or more items, and may be used interchangeably with “one or more.” Furthermore, as used herein, the term “set” is intended to include one or more items (e.g., related items, unrelated items, a combination of related items, and unrelated items, etc.), and may be used interchangeably with “one or more.” Where only one item is intended, the term “one” or similar language is used. Also, as used herein, the terms “has,” “have,” “having,” or the like are intended to be open-ended terms. Further, the phrase “based on” is intended to mean “based, at least in part, on” unless explicitly stated otherwise.
This application is a continuation of U.S. patent application Ser. No. 15/929,371, filed Apr. 29, 2020 (now U.S. Pat. No. 11,114,485), which is a continuation of U.S. patent application Ser. No. 15/922,415, filed Mar. 15, 2018 (now U.S. Pat. No. 10,651,216), which is a continuation of U.S. patent application Ser. No. 15/385,240, filed Dec. 20, 2016 (now U.S. Pat. No. 9,923,007), which claims priority under 35 U.S.C. § 119 to U.S. Provisional Patent Application No. 62/272,086, filed on Dec. 29, 2015, the contents of which are incorporated herein by reference in their entireties. U.S. patent application Ser. No. 15/385,240, also claims priority under 35 U.S.C. § 119 to U.S. Provisional Patent Application No. 62/294,970, filed on Feb. 12, 2016, the content of which is also incorporated by reference herein in its entirety.
Number | Name | Date | Kind |
---|---|---|---|
3442572 | Illsley et al. | May 1969 | A |
3530824 | Illsley et al. | Sep 1970 | A |
3617331 | Illsley et al. | Nov 1971 | A |
4547074 | Hinoda et al. | Oct 1985 | A |
4822998 | Yokota et al. | Apr 1989 | A |
4957371 | Pellicori et al. | Sep 1990 | A |
5144498 | Vincent | Sep 1992 | A |
5246803 | Hanrahan et al. | Sep 1993 | A |
5337191 | Austin | Aug 1994 | A |
5680188 | Yoshida et al. | Oct 1997 | A |
5784507 | Holm-Kennedy et al. | Jul 1998 | A |
5872655 | Seddon et al. | Feb 1999 | A |
5905571 | Butler et al. | May 1999 | A |
5986808 | Wang et al. | Nov 1999 | A |
6163363 | Nelson et al. | Dec 2000 | A |
6215802 | Lunt et al. | Apr 2001 | B1 |
6297907 | Wang et al. | Oct 2001 | B1 |
6465105 | Johnson et al. | Oct 2002 | B1 |
6574490 | Abbink et al. | Jun 2003 | B2 |
6611636 | Deliwala et al. | Aug 2003 | B2 |
6631033 | Lewis | Oct 2003 | B1 |
6638668 | Buchsbaum et al. | Oct 2003 | B2 |
6841238 | Argoitia et al. | Jan 2005 | B2 |
6850366 | Hendrix et al. | Feb 2005 | B2 |
6891685 | Deliwala et al. | May 2005 | B2 |
6912330 | Deliwala et al. | Jun 2005 | B2 |
7002697 | Domash et al. | Feb 2006 | B2 |
7006292 | Hendrix et al. | Feb 2006 | B2 |
7133197 | Ockenfuss et al. | Nov 2006 | B2 |
7378346 | Le et al. | May 2008 | B2 |
7456383 | Kim et al. | Nov 2008 | B2 |
7521666 | Tsang et al. | Apr 2009 | B2 |
7576860 | Wu et al. | Aug 2009 | B2 |
7759679 | Inaba et al. | Jul 2010 | B2 |
7907340 | Wang et al. | Mar 2011 | B2 |
8031336 | Shibayama et al. | Oct 2011 | B2 |
8084728 | Tsang et al. | Dec 2011 | B2 |
8163144 | Tilsch et al. | Apr 2012 | B2 |
8227883 | Kasano et al. | Jul 2012 | B2 |
8274739 | Lee et al. | Sep 2012 | B2 |
8284401 | Choi et al. | Oct 2012 | B2 |
8411269 | Shibayama et al. | Apr 2013 | B2 |
8480865 | Ockenfuss et al. | Jul 2013 | B2 |
8542359 | Choi et al. | Sep 2013 | B2 |
8559113 | Wehner | Oct 2013 | B2 |
8675280 | Grand | Mar 2014 | B2 |
8715443 | Shibayama et al. | May 2014 | B2 |
8879152 | Junger et al. | Nov 2014 | B2 |
8896839 | Saptari et al. | Nov 2014 | B2 |
9291504 | Goldring et al. | Mar 2016 | B2 |
9304039 | Tack et al. | Apr 2016 | B2 |
9366573 | Geelen et al. | Jun 2016 | B2 |
9383258 | Goldring et al. | Jul 2016 | B2 |
9630368 | Wehner | Apr 2017 | B2 |
9923007 | Ockenfuss | May 2018 | B2 |
9960199 | Ockenfuss | May 2018 | B2 |
10197716 | Ockenfuss et al. | Feb 2019 | B2 |
10651216 | Ockenfuss | May 2020 | B2 |
11114485 | Ockenfuss | Sep 2021 | B2 |
20030040175 | Deliwala et al. | Feb 2003 | A1 |
20030087121 | Domash et al. | May 2003 | A1 |
20050123243 | Steckl et al. | Jun 2005 | A1 |
20050236653 | Lim | Oct 2005 | A1 |
20070039925 | Swedek et al. | Feb 2007 | A1 |
20070247716 | Kim et al. | Oct 2007 | A1 |
20070285539 | Shimizu et al. | Dec 2007 | A1 |
20080159658 | Yun | Jul 2008 | A1 |
20080231957 | Terayama | Sep 2008 | A1 |
20080251873 | Kasano et al. | Oct 2008 | A1 |
20090009621 | Yamaguchi et al. | Jan 2009 | A1 |
20090273046 | Inaba | Nov 2009 | A1 |
20090302407 | Gidon et al. | Dec 2009 | A1 |
20110019380 | Miles | Jan 2011 | A1 |
20110228151 | Inomata et al. | Sep 2011 | A1 |
20110261365 | Tisserand et al. | Oct 2011 | A1 |
20110299104 | Seo et al. | Dec 2011 | A1 |
20120044491 | Urushidani et al. | Feb 2012 | A1 |
20120085944 | Gidon et al. | Apr 2012 | A1 |
20120092666 | Meijer | Apr 2012 | A1 |
20120129269 | Choi et al. | May 2012 | A1 |
20120212467 | Kohtoku | Aug 2012 | A1 |
20130107246 | Yang et al. | May 2013 | A1 |
20130187183 | Hoppel | Jul 2013 | A1 |
20130240708 | Kokubun | Sep 2013 | A1 |
20140014838 | Hendrix et al. | Jan 2014 | A1 |
20140034835 | Frey et al. | Feb 2014 | A1 |
20140076716 | Gorokhovsky et al. | Mar 2014 | A1 |
20140168761 | Ockenfuss | Jun 2014 | A1 |
20140175265 | Gonzalez et al. | Jun 2014 | A1 |
20140210031 | Hendrix et al. | Jul 2014 | A1 |
20140217625 | Hazart et al. | Aug 2014 | A1 |
20140267849 | Geelen et al. | Sep 2014 | A1 |
20140295610 | Nakamura et al. | Oct 2014 | A1 |
20140313342 | Gan et al. | Oct 2014 | A1 |
20140320611 | Choi et al. | Oct 2014 | A1 |
20150036138 | Watson et al. | Feb 2015 | A1 |
20150062420 | Borthakur et al. | Mar 2015 | A1 |
20150103354 | Saptari et al. | Apr 2015 | A1 |
20150138640 | Matsushita et al. | May 2015 | A1 |
20150144770 | Choi | May 2015 | A1 |
20150214261 | Park et al. | Jul 2015 | A1 |
20150276478 | Geelen et al. | Oct 2015 | A1 |
20150286059 | Yun et al. | Oct 2015 | A1 |
20150300879 | Goldring et al. | Oct 2015 | A1 |
20150369663 | Margalit et al. | Dec 2015 | A1 |
20150369980 | Ockenfuss | Dec 2015 | A1 |
20160027830 | Hirano et al. | Jan 2016 | A1 |
20160120410 | Kim et al. | May 2016 | A1 |
20160123808 | Obermueller et al. | May 2016 | A1 |
20160238759 | Sprague et al. | Aug 2016 | A1 |
20160245697 | Shibayama et al. | Aug 2016 | A1 |
20170005132 | Vereecke et al. | Jan 2017 | A1 |
20180247965 | Ockenfuss | Aug 2018 | A1 |
Number | Date | Country |
---|---|---|
101211946 | Jul 2008 | CN |
102741671 | Oct 2012 | CN |
102798918 | Nov 2012 | CN |
102804005 | Nov 2012 | CN |
103229029 | Jan 2015 | CN |
1801553 | Jun 2007 | EP |
S62267624 | Nov 1987 | JP |
S6342429 | Feb 1988 | JP |
2000031510 | Jan 2000 | JP |
2005107010 | Apr 2005 | JP |
2007019143 | Jan 2007 | JP |
2007514961 | Jun 2007 | JP |
2008233622 | Oct 2008 | JP |
2009545150 | Dec 2009 | JP |
2011198853 | Oct 2011 | JP |
2012042584 | Mar 2012 | JP |
2012511709 | May 2012 | JP |
2013512445 | Apr 2013 | JP |
2013190580 | Sep 2013 | JP |
20140079726 | Jun 2014 | KR |
455703 | Sep 2001 | TW |
0045201 | Aug 2000 | WO |
2005036240 | Apr 2005 | WO |
2005069376 | Jul 2005 | WO |
2008012235 | Jan 2008 | WO |
2010146510 | Dec 2010 | WO |
2011064403 | Jun 2011 | WO |
2013064507 | May 2013 | WO |
2013064510 | May 2013 | WO |
2013064511 | May 2013 | WO |
2013065035 | May 2013 | WO |
2015064758 | May 2015 | WO |
2015195123 | Dec 2015 | WO |
Entry |
---|
Atwater H.A., “Piasmonic Structures for CMOS Photonics and Control of Spontaneous Emission,” AFRL report, http://www.dtic.mil/dtic/tr/fulltext/u2/a578545.pdf, Apr. 2013, 16 pages. |
Aubury M., et al., “Binomial Filters,” Journal of VLSI Signal Processing, 1-8, http://www.doc.ic.ac.uk/.about.wl/papers/bf95.pdf, Jul. 24, 1995, 27 pages. |
Bogaerts J., et al., “High-end CMOS Active Pixel Sensor for Hyperspectrallmaging,” Proceedings of IEEE Int. Workshop on CCD and Advanced Image Sensors, http://www.imagesensors.org/Past%20Workshops/2005%20Workshop/2005%20Papers/11%208ogaerts%20et%20al.pdf, Jun. 9, 2005, 5 pages. |
Choi, “Apollo: Nano Spectrometer on-a-Chip,” presentation at TSensors, NanoLambda, http://www.memsindustrygroup.org/general/custom.asp?page=TSensors2013rsc, Oct. 23, 2013, 100 pages. |
Consumer Physics, “Investor Presentation,” Feb. 2015, 46 pages. |
De Graaf G., et al., “On-Chip Integrated Optical Microspectrometerwith Light-to-Frequency Converter and Bus Interface,”IEEE International Solid-State Circuits Conference, 1999, http://citeseerx.ist.psu.edu/viewdoc/download?doi=1 0.1.1.29.4891 &rep=rep1 &type=pdf, 2 pages. |
De Munck K., et al., “High Performance Hybrid and Monolithic Backside Thinned CMOS Imagers Realized using a New Integration Process,” Electr. Devices Meeting IEDM, 2006, 4 pages. |
Extended European Search Report for Application No. EP16207163.3, dated May 24, 2017, 8 pages. |
Ferreira D.S., et al., “Narrow-Band Pass Filter Array for Integrated Opto-Electronic Spectroscopy Detectors to Assess Esophageal Tissue,” Biomed Opt. Exp. 2, http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3114235/, Jun. 1, 2011, 12 pages. |
Fluckiger D., “GSolver: Diffraction Grating Analysis for Windows,” Software for Calculating Performance of Gratings, http://www.gsolver.com/http://www.gsolver.com/UserManual.pdf, Apr. 26, 2006, 131 pages. |
Fraunhofer IPMS, “Miniaturized MEMS Grating Spectrometer,” http://www.ipms.fraunhofer.de/content/dam/ipms/common/products/SAS/mini-spektrometer-e.pdf, Oct. 13, 2012, 2 pages. |
Frey L., et al., “Multispectral Interference Filter Arrays with Compensation of Angular Dependence Extended Spectral Range,” 2015, 19 pages. |
Gibbons, “Hyperspectrallmaging; What is is? How does it work?,” Photonics Tech Briefs, http://www.techbriefs.com/componenUcontent/article/ntb/features/application-briefs/19507, Mar. 1, 2014, 2 pages. |
Girard-Desprolet R., “Plasmon-Based Spectral Filtering with Metallic Nanostructures for CMOS Image Sensors,” PhD thesis, Univ. Grenoble Alpes, 2015, 225 pages. |
Gonzalez P., et al., “A CMOS-Compatible, Monolithically Integrated Snapshot-mosaic Multispectral Imager,” NIR news, Jun. 2015, vol. 26(4), 4 pages. |
Grum F., et al., “Optical Radiation Measurements,” China Machine Press, Jan. 2013, Edition 1, pp. 217. |
Haibach F.G., et al., “Precision in Multivariate Optical Computing,”Applied Optics, Apr. 1, 2014, vol. 43(10), 11 pages. |
Hintschich S.I., et al., “MEMS-based Miniature Near-Infrared Spectrometer for Application in Environmental and Food Monitoring,” Proceedings of 8th Inter. Conf. on Sensing Tech., Liverpool, http://s2is.org/ICST-2014/papers/1569977743.pdf, Sep. 2, 2014, 5 pages. |
Jung B.Y., et al., “Control of Resonant Wavelength From Organic Light-emitting Materials by Use of a Fabry-perot Microcavity Structure,” Applied optics, Jun. 2002, vol. 41(16), 8 pages. |
Lapray., et al., “Multispectral Filter Arrays: Recent Advances and Practical Implementation”, Sensors, MDPI, Switzerland, Nov. 17, 2014, vol. 14(11), pp. 21626-21659. |
Lumidigm, “V-Series Fingerprint Sensors,” http://www.hidglobal.com/products/biometrics/lumidigm/lumidigm-v-series-fingerprint-sensors, Aug. 18, 2015, 5 pages. |
Ma X., et al., “CMOS-compatible Integrated Spectrometer Based on Echelle Diffraction Grating and MSM Photodetector Array,” IEEE Photonics Journal, Apr. 15, 2013, vol. 5(2), 8 pages. |
Mcgrindle I.J.H., “Structured Photonic Materials for Multi-Spectral Imaging Applications,” PhD thesis, Univ. of Glasgow, http://theses.gla.ac.uk/6446/, Mar. 2015, 215 pages. |
Minas G., et al., “An Array of Fabry-Perot Optical Channels for Biological Fluids Analysis,” Sensors & Actuators, http://dei-s1.dei.uminho.pt/pessoas/higino/pampus/GM_SA_2004.pdf, Jun. 19, 2004, 6 pages. |
Patria D., et al., “Visible-Infrared Imaging by a Portable Spectrometer with Linear Variable Filters,” 3rd Annual Hyperspectral Imaging Conference, Rome, https://www.academia.edu/4591078/Conference_Chair_VisibleInfrared_Imaging_by_a_Portable_Spectrometer_with_Linearly_Variable_Filters, May 15, 2012, 7 pages. |
Principles of Optics, Born. Marcos, Electronic Industry Press, Nov. 2013, pp. 323. |
Ross, “Iris Recognition: The Path Forward,” IEEE Computer Society, http://www.cse.msu.edu/-rossarun/pubs/RossIrisPathForward_IEEECOMP2010.pdf, Feb. 2010, 7 pages. |
Rowe et al., “Multispectral Fingerprint Biometrics,” Proceed. 2005 IEEE Workshop on Information Assurance and Security, http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=1495928&url=http%3A-%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D1495928, 2005, 7 pages. |
Stewart M.E., et al., “Multispectral Thin Film Biosensing and Quantitative Imaging Using 3D Piasmonic Crystals,” Analytical Chemistry, Aug. 1, 2009, vol. 81 (15), 10 pages. |
Vagni F., “Survey of Hyperspectral and Multispectral Imaging Technologies,” RTOINATO technical report, www.dtic.mil/cgi-bin/GetTRDoc?AD=ADA473675, May 2007, 44 pages. |
Walls K., et al., “Fabry-Perot Resonator with Nanostructures for Multispectral Visible Filtering,” 2th IEEE Int. Conf, on Nanotechn. (IEEE-NANO), Aug. 20, 2012, 5 pages. |
Wang P., et al., “Ultra-high-sensitivity Color Imaging Via a Transparent Diffractive-filter Array and Computational Optics,” Optica , Oct. 29, 2015, vol. 2(11), 9 pages. |
Williamson J., et al., “The Multivariate Optical Element Platform,” CIRTEMO, LLC, 2013, 14 pages. |
Xu T., et al., “Piasmonic Nanoresonators for High-resolution Color Filtering and Spectral Imaging,” Nature Communications, Aug. 24, 2010, http://www.nature.com/ncomms/journal/v1/n5/full/ncomms1058.html, 5 pages. |
Number | Date | Country | |
---|---|---|---|
20210384242 A1 | Dec 2021 | US |
Number | Date | Country | |
---|---|---|---|
62294970 | Feb 2016 | US | |
62272086 | Dec 2015 | US |
Number | Date | Country | |
---|---|---|---|
Parent | 15929371 | Apr 2020 | US |
Child | 17445623 | US | |
Parent | 15922415 | Mar 2018 | US |
Child | 15929371 | US | |
Parent | 15385240 | Dec 2016 | US |
Child | 15922415 | US |