The disclosed embodiments relate generally to a camera array, and more specifically, to a camera array for generating a virtual perspective of a scene for a mediated-reality viewer.
In a mediated reality system, an image processing system adds, subtracts, or modifies visual information representing an environment. For surgical applications, a mediated reality system may enable a surgeon to view a surgical site from a desired perspective together with contextual information that assists the surgeon in more efficiently and precisely performing surgical tasks.
The figures and the following description relate to preferred embodiments by way of illustration only. It should be noted that from the following discussion, alternative embodiments of the structures and methods disclosed herein will be readily recognized as viable alternatives that may be employed without departing from the principles of what is claimed.
Reference will now be made in detail to several embodiments, examples of which are illustrated in the accompanying figures. It is noted that wherever practicable similar or like reference numbers may be used in the figures and may indicate similar or like functionality. The figures depict embodiments of the disclosed system (or method) for purposes of illustration only. One skilled in the art will readily recognize from the following description that alternative embodiments of the structures and methods illustrated herein may be employed without departing from the principles described herein.
Overview
A camera array includes a plurality of hexagonal cells arranged in a honeycomb pattern in which a pair of inner cells include respective edges adjacent to each other and a pair of outer cells are separated from each other by the inner cells. A plurality of cameras is mounted within each of the plurality of hexagonal cells. The plurality of cameras includes at least one camera of a first type and at least one camera of a second type. For example, the camera of the first type may have a longer focal length than the camera of the second type. The plurality of cameras within each of the plurality of hexagonal cells are arranged in a triangular grid approximately equidistant from neighboring cameras. In an embodiment, at least one camera of the second type within each of the plurality of hexagonal cells is at a position further from or equidistant from a center point of the camera array relative to cameras of the first type.
Mediated-Reality System
The camera array 120 comprises a plurality of cameras 122 (e.g., a camera 122-1, a camera 122-2, . . . , a camera 122-N) that each capture respective images of a scene 130. The cameras 122 may be physically arranged in a particular configuration as described in further detail below such that their physical locations and orientations relative to each other are fixed. For example, the cameras 122 may be structurally secured by a mounting structure to mount the cameras 122 at predefined fixed locations and orientations. The cameras 122 of the camera array 120 may be positioned such that neighboring cameras may share overlapping views of the scene 130. The cameras 122 in the camera array 120 may furthermore be synchronized to capture images of the scene 130 substantially simultaneously (e.g., within a threshold temporal error). The camera array 120 may furthermore comprise one or more projectors 124 that projects a structured light pattern onto the scene 130. The camera array 120 may furthermore comprise one or more depth sensors 126 that perform depth estimation of a surface of the scene 150.
The image processing device 110 receives images captured by the camera array 120 and processes the images to synthesize an output image corresponding to a virtual camera perspective. Here, the output image corresponds to an approximation of an image of the scene 130 that would be captured by a camera placed at an arbitrary position and orientation corresponding to the virtual camera perspective. The image processing device 110 synthesizes the output image from a subset (e.g., two or more) of the cameras 122 in the camera array 120, but does not necessarily utilize images from all of the cameras 122. For example, for a given virtual camera perspective, the image processing device 110 may select a stereoscopic pair of images from two cameras 122 that are positioned and oriented to most closely match the virtual camera perspective.
The image processing device 110 may furthermore perform a depth estimation for each surface point of the scene 150. In an embodiment, the image processing device 110 detects the structured light projected onto the scene 130 by the projector 124 to estimate depth information of the scene. Alternatively, or in addition, the image processing device 110 includes dedicated depth sensors 126 that provide depth information to the image processing device 110. In yet other embodiments, the image processing device 110 may estimate depth only from multi-view image data without necessarily utilizing any projector 124 or depth sensors 126. The depth information may be combined with the images from the cameras 122 to synthesize the output image as a three-dimensional rendering of the scene as viewed from the virtual camera perspective.
In an embodiment, functions attributed to the image processing device 110 may be practically implemented by two or more physical devices. For example, in an embodiment, a synchronization controller controls images displayed by the projector 124 and sends synchronization signals to the cameras 122 to ensure synchronization between the cameras 122 and the projector 124 to enable fast, multi-frame, multi-camera structured light scans. Additionally, this synchronization controller may operate as a parameter server that stores hardware specific configurations such as parameters of the structured light scan, camera settings, and camera calibration data specific to the camera configuration of the camera array 120. The synchronization controller may be implemented in a separate physical device from a display controller that controls the display device 140, or the devices may be integrated together.
The virtual camera perspective may be controlled by an input controller 150 that provides a control input corresponding to the location and orientation of the virtual imager perspective. The output image corresponding to the virtual camera perspective is outputted to the display device 140 and displayed by the display device 140. The image processing device 110 may beneficially process received inputs from the input controller 150 and process the captured images from the camera array 120 to generate output images corresponding to the virtual perspective in substantially real-time as perceived by a viewer of the display device 140 (e.g., at least as fast as the frame rate of the camera array 120).
The image processing device 110 may comprise a processor and a non-transitory computer-readable storage medium that stores instructions that when executed by the processor, carry out the functions attributed to the image processing device 110 as described herein.
The display device 140 may comprise, for example, a head-mounted display device or other display device for displaying the output images received from the image processing device 110. In an embodiment, the input controller 150 and the display device 140 are integrated into a head-mounted display device and the input controller 150 comprises a motion sensor that detects position and orientation of the head-mounted display device. The virtual perspective can then be derived to correspond to the position and orientation of the head-mounted display device such that the virtual perspective corresponds to a perspective that would be seen by a viewer wearing the head-mounted display device. Thus, in this embodiment, the head-mounted display device can provide a real-time rendering of the scene as it would be seen by an observer without the head-mounted display. Alternatively, the input controller 150 may comprise a user-controlled control device (e.g., a mouse, pointing device, handheld controller, gesture recognition controller, etc.) that enables a viewer to manually control the virtual perspective displayed by the display device.
The hexagonal shape of the cells 202 provides several benefits. First, the hexagonal shape enables the array 120 to be expanded to include additional cells 202 in a modular fashion. For example, while the example camera array 120 includes four cells 202, other embodiments of the camera array 120 could include, for example eight or more cells 202 by positioning additional cells 202 adjacent to the outer edges of the cells 202 in a honeycomb pattern. By utilizing a repeatable pattern, camera arrays 120 of arbitrary size and number of cameras 120 can be manufactured using the same cells 202. Furthermore, the repeatable pattern can ensure that spacing of the cameras 122 is predictable, which enables the image processor 120 to process images from different sizes of camera arrays 120 with different numbers of cameras 122 without significant modification to the image processing algorithms.
In an embodiment, the walls of the cells 202 are constructed of a rigid material such as metal or a hard plastic. The cell structure provides strong structural support for holding the cameras 122 in their respective positions without significant movement due to flexing or vibrations of the array structure.
In an embodiment, each cell 202 comprises a set of three cameras 122 arranged in a triangle pattern with all cameras 122 oriented to focus on a single point. In an embodiment, each camera 122 is approximately equidistant from each of its neighboring cameras 122 within the cell 202 and approximately equidistant from neighboring cameras 122 in adjacent cells 202. This camera spacing results in a triangular grid, where each set of three neighboring cameras 122 are arranged in triangle of approximately equal dimensions. This spacing simplifies the processing performed by the image processing device 110 when synthesizing the output image corresponding to the virtual camera perspective. The triangular grid furthermore allows for a dense packing of cameras 122 within a limited area. Furthermore, the triangular grid enables the target volume to be captured with a uniform sampling rate to give smooth transitions between camera pixel weights and low variance in generated image quality based on the location of the virtual perspective.
In an embodiment, each cell 202 comprises cameras 122 of at least two different types. For example, in an embodiment, each cell 202 includes two cameras 122-A of a first type (e.g., type A) and one camera 122-B of a second type (e.g., type B). In an embodiment, the type A cameras 122-A and the type B cameras 122-B have different focal lengths. For example, the type B cameras 122-B may have a shorter focal length than the type A cameras 122-A. In a particular example, the type A cameras 122-A have 50 mm lenses while the type B cameras 122-B have 35 mm lenses. In an embodiment, the type B cameras 122-B are generally positioned in their respective cells 202 in the camera position furthest from a center point of the array 120.
The type B cameras 122-B have a larger field-of-view and provide more overlap of the scene 130 than the type A cameras 122-A. The images captured from these cameras 122-B are useful to enable geometry reconstruction and enlargement of the viewable volume. The type A cameras 122-A conversely have a smaller field-of-view and provide more angular resolution to enable capture of smaller details than the type B cameras 122-B. In an embodiment, the type A cameras occupy positions in the center of the camera array 120 so that when points of interest in the scene 150 (e.g., a surgical target) are placed directly below the camera array 120, the captured images will benefit from the increased detail captured by the type A cameras 122-A relative to the type B cameras 122-B. Furthermore, by positioning the type B cameras 122-B along the exterior of the array 120, a wide baseline between the type B cameras 122-B is achieved, which provides the benefit of enabling accurate stereoscopic geometry reconstruction. For example, in the cells 202-A, 202-C, 202-D, the type B camera 122-B is at the camera position furthest from the center of the array 120. In the case of a cell 202-B having two cameras equidistant from the center point, one of the camera positions may be arbitrarily selected for the type B camera 122-B. In an alternative embodiment, the type B cameras 122-B may occupy the other camera position equidistant from the center of the array 120.
In an embodiment, the camera array 120 further includes a projector 124 that can project structured light onto the scene 130. The projector 124 may be positioned near a center line of the camera array 120 in order to provide desired coverage of the scene 130. The projector 124 may provide illumination and project textures and other patterns (e.g., to simulate a laser pointer or apply false or enhanced coloring to certain regions of the scene 150). In an embodiment, the camera array 120 may also include depth sensors 126 adjacent to the projector 124 to use for depth estimation and object tracking.
Upon reading this disclosure, those of skill in the art will appreciate still additional alternative structural and functional designs for the disclosed embodiments as disclosed from the principles herein. Thus, while particular embodiments and applications have been illustrated and described, it is to be understood that the disclosed embodiments are not limited to the precise construction and components disclosed herein. Various modifications, changes and variations, which will be apparent to those skilled in the art, may be made in the arrangement, operation and details of the method and system disclosed herein without departing from the scope of the described embodiments.
This application claims the benefit of U.S. Provisional Application No. 62/737,791 filed on Sep. 27, 2018, which is incorporated by reference herein.
Number | Name | Date | Kind |
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9503709 | Shi et al. | Nov 2016 | B2 |
20140232831 | Shi | Aug 2014 | A1 |
20190289284 | Smith | Sep 2019 | A1 |
Number | Date | Country |
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204854653 | Dec 2015 | CN |
WO 2018097831 | May 2018 | WO |
Entry |
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PCT International Search Report and Written Opinion, PCT Application No. PCT/US19/53300, dated Dec. 19, 2019, 15 pages. |
Number | Date | Country | |
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62737791 | Sep 2018 | US |