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公开(公告)号:US10991150B2
公开(公告)日:2021-04-27
申请号:US16181406
申请日:2018-11-06
申请人: Massachusetts Institute of Technology , Qatar Foundation for Education, Science and Community Development
IPC分类号: G06K9/00 , G06T15/20 , H04N13/15 , H04N13/161 , G06N3/08
摘要: A method of rendering a stereoscopic 3D image from a single image, including receiving a collection of pairs of 3D images including an input image and an output image that is a 3D pair of the input image, training a neural network composed of convolutional layers without any fully connected layers, with pairs of 3D images from the collection, to receive an input image and generate an output image that is a 3D pair of the input image, wherein the neural network is provided as an application on a computing device, receiving an input image and generating an output image that is a 3D pair of the input image by the neural network.
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公开(公告)号:US10972713B2
公开(公告)日:2021-04-06
申请号:US16725448
申请日:2019-12-23
发明人: Wojciech Matusik , Piotr K. Didyk , William T. Freeman , Petr Kellnhofer , Pitchaya Sitthi-Amorn , Frederic Durand , Szu-Po Wang
IPC分类号: H04N13/111 , G06T7/593 , H04N13/128 , H04N13/106 , G06T7/00 , H04N13/00
摘要: A method and system of converting stereo video content to multi-view video content combines an Eulerian approach with a Lagrangian approach. The method comprises generating a disparity map for each of the left and right views of a received stereoscopic frame. For each corresponding pair of left and right scanlines of the received stereoscopic frame, the method further comprises decomposing the left and right scanlines into a left sum of wavelets or other basis functions, and a right sum wavelets or other basis functions. The method further comprises establishing an initial disparity correspondence between left wavelets and right wavelets based on the generated disparity maps, and refining the initial disparity between the left wavelet and the right wavelet using a phase difference between the corresponding wavelets. The method further comprises reconstructing at least one novel view based on the left and right wavelets.
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公开(公告)号:US20210095141A1
公开(公告)日:2021-04-01
申请号:US17061548
申请日:2020-10-01
发明人: Michael J. Foshey , Timothy P. Erps , Mina Konakovic Lukovic , Wojciech Matusik , Wan Shou , Klaus Stoll , Bernhard Ulrich von Vacano , Hanns-Hagen Goetzke
IPC分类号: C09D11/101 , B29C64/112 , B29C64/124 , G06K9/62
摘要: Systems and methods for optimizing the formulation of materials are provided. The systems and methods employ a data-driven, iterative approach to derivate optimal material formulations. One portion of the system includes a sample automation system that outputs the material samples to be tested, and a second portion of the system includes an optimization engine that analyzes data extracted from the material samples and generates additional formulations for materials to be printed and tested. This process continues so that optimal material formulations can be determined based on desired mechanical properties of the material to be optimized. The optimization engine can further be capable of predicting results of formulation that have not yet been tested and using those predictions to further drive the next suggested materials to be tested.
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公开(公告)号:US20200079022A1
公开(公告)日:2020-03-12
申请号:US16507693
申请日:2019-07-10
发明人: Kiril Vidimce , Ye Wang , Wojciech Matusik
IPC分类号: B29C64/386 , G06F17/50 , B29K55/02 , B33Y50/02
摘要: According to some aspects, a method of designing a three-dimensional object based on a shape of the object, the object to be fabricated via additive fabrication from a plurality of materials, is provided. The method comprises selecting, for a first volume element of the object, one of the plurality of materials based at least in part on a position of the first volume element within the object, at least one spatial decomposition of the object, the at least one spatial decomposition identifying a plurality of volumetric subregions of the object, and a material composition of at least a first volumetric subregion of the plurality of volumetric subregions, wherein the first volumetric subregion comprises the position of the first volume element.
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公开(公告)号:US20190001657A1
公开(公告)日:2019-01-03
申请号:US15418528
申请日:2017-01-27
发明人: Wojciech Matusik , Desai Chen , Melina Skouras , Bo Zhu
IPC分类号: B33Y50/00 , B29C64/386 , G06F17/50
摘要: System and method for optimizing a three-dimensional model representing a shape of an object to be fabricated from a plurality of materials having known physical properties. The object is designed to exhibit one or more target properties and the three-dimensional model includes a plurality of cells. The system includes at least one processor programmed to receive a data structure including information for a material property gamut of microstructures for the plurality of materials and two or more of the known physical properties of the plurality of materials, and perform a topology optimization process on the three-dimensional model to generate an optimized model, wherein the topology optimization process is constrained based, at least in part, on the information in the received data structure and the one or more target properties.
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公开(公告)号:US09967538B2
公开(公告)日:2018-05-08
申请号:US14613924
申请日:2015-02-04
CPC分类号: H04N13/122 , H04N13/302 , H04N13/349
摘要: Automultiscopic displays enable glasses-free 3D viewing by providing both binocular and motion parallax. Within the display field of view, different images are observed depending on the viewing direction. When moving outside the field of view, the observed images may repeat. Light fields produced by lenticular and parallax-barrier automultiscopic displays may have repetitive structure with significant discontinuities between the fields of view. This repetitive structure induces visual artifacts in the form of view discontinuities, depth reversals, and extensive disparities. To overcome this problem, a method modifies the presented light field image content and makes it more repetitive. In the method, a light field is refined using global and local shearing and then the repeating fragments are stitched. The method reduces the discontinuities in the displayed light field and leads to visual quality improvements. Benefits of the method are shown using an automultiscopic display with a parallax barrier and lenticular prints.
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公开(公告)号:US20170217103A1
公开(公告)日:2017-08-03
申请号:US15418551
申请日:2017-01-27
发明人: Vahid Babaei , Kiril Vidimce , Piotr Didyk , Wojciech Matusik
IPC分类号: B29C67/00 , B33Y30/00 , B33Y10/00 , B33Y50/02 , G05B19/042
CPC分类号: B33Y10/00 , B29C64/112 , B29C64/129 , B29C64/386 , B29C64/40 , B29K2995/0021 , B33Y30/00 , B33Y50/02 , G05B19/042 , G05B2219/49023
摘要: According to some aspects, a method is provided of producing multicolor objects via additive fabrication by forming a plurality of layers on a substrate from a plurality of materials each having a respective color, the method comprising obtaining image data, the image data indicating a color for each of a plurality of positions, determining a plurality of color stacks based on the image data, each color stack being determined based on the color associated with one of the plurality of positions of the image data, and each color stack specifying a sequence of materials, where each material in the sequence is selected from amongst the plurality of materials, and forming, via additive fabrication, a plurality of layers from the plurality of materials according to the specified sequence of materials associated with each color stack.
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公开(公告)号:US20220374569A1
公开(公告)日:2022-11-24
申请号:US17749361
申请日:2022-05-20
发明人: Wan Shou , Beichen Li , Wojciech Matusik
IPC分类号: G06F30/23
摘要: An approach to designing a structural combination of multiple materials includes determining, using a physical simulator, simulated measurement data for a first plurality of simulation designs. Each simulation design characterizes a structural combination of a plurality of materials. The simulated measurement data for each simulation design provides a simulation of physical qualities of the design. A subset of the simulation designs is selected based on the simulated measurement data for said simulation designs to yield a set of fabrications designs. This set of fabrication designs is provided for fabrication of a set respective physical samples. A set of physical measurements is received for the set of physical samples. Each physical measurement for a physical sample providing measurements a plurality of physical qualities of the sample. The physical simulator is reconfigured using a set of fabrication designs in association with respective physical measurements of physical samples fabricated according to the fabrication designs.
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公开(公告)号:US10850495B2
公开(公告)日:2020-12-01
申请号:US15418528
申请日:2017-01-27
发明人: Wojciech Matusik , Desai Chen , Melina Skouras , Bo Zhu
IPC分类号: B33Y50/00 , B33Y10/00 , G06F30/00 , G06F30/23 , B29C64/386 , G06F119/18
摘要: System and method for optimizing a three-dimensional model representing a shape of an object to be fabricated from a plurality of materials having known physical properties. The object is designed to exhibit one or more target properties and the three-dimensional model includes a plurality of cells. The system includes at least one processor programmed to receive a data structure including information for a material property gamut of microstructures for the plurality of materials and two or more of the known physical properties of the plurality of materials, and perform a topology optimization process on the three-dimensional model to generate an optimized model, wherein the topology optimization process is constrained based, at least in part, on the information in the received data structure and the one or more target properties.
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公开(公告)号:US20200147888A1
公开(公告)日:2020-05-14
申请号:US16526068
申请日:2019-07-30
IPC分类号: B29C64/386 , B29C64/106 , B29C64/393 , B33Y50/02 , B33Y30/00 , B33Y10/00
摘要: The present application relates generally to systems and methods for using machine vision to provide information on one or more aspects of an additive fabrication device, such as calibration parameters and/or an object formed by the device or in the process of being formed by the device. According to some aspects, a method is provided for calibrating an additive fabrication device. According to some aspects, a method is provided for assessing at least a portion of an object formed using an additive fabrication device. According to some aspects, a method is provided for fabricating a second object in contact with a first object using an additive fabrication device. According to some aspects, an additive fabrication device configured to perform one or more of the above methods may be provided.
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