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公开(公告)号:US20250061551A1
公开(公告)日:2025-02-20
申请号:US18939994
申请日:2024-11-07
Applicant: Google LLC
Inventor: Chitwan Saharia , Jonathan Ho , William Chan , Tim Salimans , David Fleet , Mohammad Norouzi
IPC: G06T5/70 , G06N3/045 , G06N3/08 , G06T3/4007 , G06T5/50
Abstract: A method includes receiving, by a computing device, training data comprising a plurality of pairs of images, wherein each pair comprises an image and at least one corresponding target version of the image. The method also includes training a neural network based on the training data to predict an enhanced version of an input image, wherein the training of the neural network comprises applying a forward Gaussian diffusion process that adds Gaussian noise to the at least one corresponding target version of each of the plurality of pairs of images to enable iterative denoising of the input image, wherein the iterative denoising is based on a reverse Markov chain associated with the forward Gaussian diffusion process. The method additionally includes outputting the trained neural network.
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公开(公告)号:US20250054271A1
公开(公告)日:2025-02-13
申请号:US18723150
申请日:2022-12-22
Applicant: Lemon Inc.
Inventor: Yichun SHI , Xiao YANG , Xiaohui SHEN
IPC: G06V10/44 , G06T3/4007 , G06V10/74
Abstract: The present disclosure provides a video generation method and device. The video generation method includes: extracting a first image feature from a first image; obtaining a plurality of intermediate image features by means of nonlinear interpolation according to the first image feature and a second image feature, wherein the second image feature is an image feature of a second image; and performing image reconstruction by means of an image generation model based on the first image feature, the second image feature, and the plurality of intermediate image features, so as to generate a target video, wherein the target video is used for presenting a process of a gradual change from the first image to the second image.
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公开(公告)号:US12223619B2
公开(公告)日:2025-02-11
申请号:US17888366
申请日:2022-08-15
Applicant: LG Display Co., Ltd.
Inventor: Seong Gyun Kim
IPC: G06T3/4076 , G06T3/4007 , G06T3/4046 , G06T5/50 , G06T5/70
Abstract: The present disclosure provides an image processing apparatus, and image processing method, and a display apparatus. The image processing apparatus includes a first image processor up-sampling an original low-resolution image on the basis of deep learning-based learning data to generate a first high-resolution image, a second image processor interpolating the original low-resolution image to generate a second high-resolution image, a third image processor generating a difference image between the first high-resolution image and the second high-resolution image, extracting a high frequency component from the difference image, and amplifying the extracted high frequency component, and a fourth image processor adding the amplified high frequency component to the first high-resolution image to generate a target high-resolution image.
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公开(公告)号:US12217434B2
公开(公告)日:2025-02-04
申请号:US18208331
申请日:2023-06-12
Applicant: KONINKLIJKE PHILIPS N.V.
Inventor: Marina Yaacobi
IPC: G06T7/11 , G06T3/4007
Abstract: There is provided a method of processing 2D ultrasound images for computing clinical parameter(s) of a right ventricle (RV), comprising: selecting one 2D ultrasound image of 2D ultrasound images depicting the RV, interpolating an inner contour of an endocardial border of the RV for the selected 2D image, tracking the interpolated inner contour obtained for the one 2D ultrasound image over the 2D images over cardiac cycle(s), computing a RV area of the RV for each respective 2D image according to the tracked interpolated inner contour, identifying a first 2D image depicting an end-diastole (ED) state according to a maximal value of the RV area for the 2D images, and a second 2D US image depicting an end-systole (ES) state according to minimal value of the RV area for the 2D images, and computing clinical parameter(s) of the RV according to the identified first and second 2D images.
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公开(公告)号:US12148130B2
公开(公告)日:2024-11-19
申请号:US18357005
申请日:2023-07-21
Applicant: Cilag GmbH International
Inventor: Joshua D. Talbert , Donald M. Wichern
IPC: G06T5/00 , A61B1/00 , A61B1/06 , G01N21/64 , G01S17/89 , G06T3/4007 , G06T3/4061 , G06T5/50 , G06T5/73 , G06T5/77 , G06T7/521 , H04N23/60 , G01S7/483
Abstract: Super resolution and color motion artifact correction in a pulsed hyperspectral, fluorescence, and laser mapping imaging system. A method includes actuating an emitter to emit pulses of electromagnetic radiation and sensing reflected electromagnetic radiation with a pixel array of an image sensor. The method includes detecting motion across two or more sequential exposure frames, compensating for the detected motion, and combining the two or more sequential exposure frames to generate an image frame. The method is such that at least a portion of the pulses of electromagnetic radiation emitted by the emitter comprises one or more of: electromagnetic radiation having a wavelength from about 513 nm to about 545 nm, from about 565 nm to about 585 nm, from about 900 nm to about 1000 nm, an excitation wavelength of electromagnetic radiation that causes a reagent to fluoresce, or a laser mapping pattern.
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公开(公告)号:US12131439B2
公开(公告)日:2024-10-29
申请号:US18387993
申请日:2023-11-08
Applicant: Samsung Electronics Co., Ltd.
Inventor: Jiwhan Kim , Sungjoo Suh
IPC: G06T3/4046 , G06F18/214 , G06N3/04 , G06N3/08 , G06T3/4007 , G06T3/4053 , G06V10/764 , G06V10/82
CPC classification number: G06T3/4046 , G06F18/214 , G06N3/04 , G06N3/08 , G06T3/4007 , G06T3/4053 , G06V10/764 , G06V10/82
Abstract: An image processing method includes extracting a first region in a first image by inputting the first image to a pretrained neural network, upscaling a resolution of the first region by performing neural network-based super resolution processing on the first region, and upscaling a resolution of a second region in the first image from which the first region is excluded by performing interpolation on the second region.
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公开(公告)号:US12126840B2
公开(公告)日:2024-10-22
申请号:US18072821
申请日:2022-12-01
Inventor: Hui Yuan , Congrui Fu , Ming Li
IPC: H04N13/383 , G06T3/4007 , G06T3/4046 , G06T3/4053 , H04N13/156 , H04N19/172 , H04N19/31 , H04N19/46 , H04N19/85
CPC classification number: H04N19/85 , G06T3/4007 , G06T3/4046 , G06T3/4053 , H04N13/156 , H04N19/172 , H04N19/31 , H04N19/46
Abstract: Disclosed are a video processing method and apparatus, and a device, a decoder, a system and a storage medium, applied to a video device. The method comprises: obtaining a video sequence of a first resolution, the video sequence comprising at least one video frame; and inputting the video sequence into a super-resolution network model to obtain a target video sequence of a second resolution, wherein the super-resolution network model at least comprises a first sub-network model and a second sub-network model, the first sub-network model is used for improving the resolution of the video sequence, and the second sub-network model is used for improving the quality of at least one image frame in the output result of the first sub-network model.
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公开(公告)号:US12106444B2
公开(公告)日:2024-10-01
申请号:US17356216
申请日:2021-06-23
Applicant: Apple Inc.
Inventor: Jim C. Chou , Jian Zhou
IPC: G06T3/18 , G06T3/04 , G06T3/4007
CPC classification number: G06T3/18 , G06T3/04 , G06T3/4007
Abstract: An electronic device may include an electronic display to display an image based on processed image data. The electronic device may also include image processing circuitry to determine a hierarchical grid having multiple grid points divided into grid partitions. A first set of grid points associated with a first set of grid partitions may include a first set of mappings to corresponding coordinates of input image data in a source frame. The image processing circuitry may also interpolate between the first set of grid points to determine a second set of grid points of having a second set of mappings to corresponding coordinates of the input image data based on the first set of mappings. The image processing circuitry may also generate the processed image data by applying the first set of mappings and the second set of mappings to the input image data.
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公开(公告)号:US20240312132A1
公开(公告)日:2024-09-19
申请号:US18602433
申请日:2024-03-12
Applicant: Institut Straumann AG
Inventor: Albrecht SCHNAPPAUF , Benjamin JAEHN , Theo Uwimana PERROD
CPC classification number: G06T17/00 , A61C13/0004 , A61C13/34 , G06T3/4007 , G06T15/04 , G06T19/20 , G06T2219/2004
Abstract: A method for generating a virtual model of an object in a patient's anatomy. The method employs a surface scan of an anatomical region of the patient's oral cavity and a volumetric density scan of the anatomical region. The method includes receiving a first dataset of labeled surface scan segments, receiving a second dataset of labeled volumetric density scan segments, cross-mounting in a coordinate system, labeled surface scan segments from the first dataset to labeled volumetric density scan segments from the second dataset, receiving identification of the targeted extraction object, identifying the 3D volumetric density model and the 3D surface model associated with the volumetric density scan segment label, and generating a third dataset comprising and 3D model of a socket, a 3D model of portions of a tooth crown, a 3D model of portions of a target extraction tooth, and/or a 3D model of the extraction contour.
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公开(公告)号:US20240311959A1
公开(公告)日:2024-09-19
申请号:US18605789
申请日:2024-03-14
Applicant: MediaTek Inc.
Inventor: Tsung-Shian Huang , Huei-Long Wang , Yan-Hong Zhang , Chi-Chiang Huang , Kuo-Yi Wang , An-Li Wang , Chien-Nan Lin
IPC: G06T3/4007 , G06T7/246
CPC classification number: G06T3/4007 , G06T7/248
Abstract: A frame interpolation method generates an interpolated frame that is temporally between a first frame and a second frame. A first and a second interpolated frames are generated using motion vectors from a first motion estimator and a second motion estimator, respectively. A weighting map is generated based on indications from the first motion estimator. First pixel locations and second pixel locations in the weighting map are assigned weight values of 1 and 0, respectively. A weighted combination is calculated using the weighting map to produce the interpolated frame output, which includes the first pixel locations from the first interpolated frame and the second pixel locations from the second interpolated frame. The first and the second motion estimators may be an optical flow estimator and the game engine renderer, respectively. Alternatively, the first and the second motion estimators may be the game engine renderer and the optical flow estimator, respectively.
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