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公开(公告)号:US20230245494A1
公开(公告)日:2023-08-03
申请号:US17591530
申请日:2022-02-02
Applicant: Samsung Electronics Co., Ltd.
Inventor: Zeeshan Nadir , John W. Glotzbach , Hamid R. Sheikh
CPC classification number: G06V40/161 , G06T7/10 , G06T5/008 , G06T2207/20084 , G06T2207/20081 , G06T2207/30201
Abstract: An apparatus includes a memory configured to store images and a processor. The processor is configured to receive an input image. The processor is further configured to partition a human mask in the input image using a segmentation algorithm. The processor is also configured to generate a skin map based on identifying skin in the input image using the human mask. In addition, the processor is configured to process an output image with brightening applied using the skin map.
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公开(公告)号:US20230022753A1
公开(公告)日:2023-01-26
申请号:US17938013
申请日:2022-10-04
Applicant: Samsung Electronics Co., Ltd.
Inventor: Anqi Yang , John W. Glotzbach , Hamid R. Sheikh
Abstract: A method includes obtaining, using at least one image sensor of an electronic device, a first image frame and multiple second image frames of a scene. Each of the second image frames has an exposure time different from an exposure time of the first image frame. The method also includes generating, using at least one processor, blur kernels indicating a motion direction of the first image frame using an optical flow network. The method further includes refining, using the at least one processor, the blur kernels using a convolutional neural network. In addition, the method includes generating, using the at least one processor, a target image frame of the scene using the refined blur kernels and occlusion masks for the second image frames.
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43.
公开(公告)号:US20230021726A1
公开(公告)日:2023-01-26
申请号:US17587309
申请日:2022-01-28
Applicant: Samsung Electronics Co., Ltd.
Inventor: Long N. Le , Hamid R. Sheikh , John W. Glotzbach
Abstract: A method includes obtaining multiple images of a scene using at least one red-green-blue-white (RGBW) image sensor. The method also includes generating multi-channel frames at different exposure levels from the images. The method further includes estimating motion across exposure differences between the different exposure levels using a white channel of the multi-channel frames as a guidance signal to generate multiple motion maps. The method also includes estimating saturation across the exposure differences between the different exposure levels to generate multiple saturation maps. The method further includes using the generated motion maps and saturation maps to recover saturations from the different exposure levels and generate a saturation-free RGBW frame. In addition, the method includes processing the saturation-free RGBW frame to generate a final image of the scene.
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公开(公告)号:US11354781B2
公开(公告)日:2022-06-07
申请号:US17103809
申请日:2020-11-24
Applicant: Samsung Electronics Co., Ltd.
Inventor: Ruiwen Zhen , John W. Glotzbach , Hamid R. Sheikh
Abstract: A method includes obtaining, using at least one processor, an image of a scene including image data in each of multiple channels of a color space. The method also includes decomposing a channel of the image into a first base layer and a first detail layer. The method further includes generating a first enhanced detail layer by manipulating a characteristic of the first detail layer. The method also includes decomposing the first base layer into a second base layer and a second detail layer. The method further includes generating a second enhanced detail layer by manipulating a characteristic of the second detail layer. In addition, the method includes combining the first enhanced detail layer, the second enhanced detail layer, and the second base layer to obtain an enhanced image of the scene.
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公开(公告)号:US20220021802A1
公开(公告)日:2022-01-20
申请号:US17139920
申请日:2020-12-31
Applicant: Samsung Electronics Co., Ltd.
Inventor: Long N. Le , Ruiwen Zhen , John W. Glotzbach , Hamid R. Sheikh , Ibrahim Pekkucuksen
Abstract: A method includes obtaining, using at least one processor of an electronic device, a high dynamic range (HDR) input Bayer image. The method also includes generating, using the at least one processor of the electronic device, a plurality of synthesized images at different exposure levels based on the input Bayer image. The method further includes fusing, using the at least one processor of the electronic device, the synthesized images to generate a fused image. The method also includes generating, using the at least one processor of the electronic device, a gain map based on the fused image. In addition, the method includes applying, using the at least one processor of the electronic device, a gain based on the gain map to the input Bayer image.
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公开(公告)号:US11151731B2
公开(公告)日:2021-10-19
申请号:US16727751
申请日:2019-12-26
Applicant: Samsung Electronics Co., Ltd.
Inventor: Ruiwen Zhen , John W. Glotzbach , Hamid R. Sheikh
Abstract: A method includes receiving a reference image and a non-reference image; dividing the reference image into a plurality of tiles; determining, using an electronic device, a motion vector map using coarse-to-fine based motion vector estimation; and generating an output frame using the motion vector map with the reference image and the non-reference image.
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公开(公告)号:US20210314474A1
公开(公告)日:2021-10-07
申请号:US16837785
申请日:2020-04-01
Applicant: Samsung Electronics Co., Ltd.
Inventor: Anqi Yang , John W. Glotzbach , Hamid R. Sheikh
Abstract: A method includes obtaining, using at least one image sensor of an electronic device, a first image frame and multiple second image frames of a scene. Each of the second image frames has an exposure time different from an exposure time of the first image frame. The method also includes encoding, using at least one processor, each of the first image frame and the second image frames using a convolutional neural network to generate a corresponding feature map. The method further includes aligning, using the at least one processor, encoded features of the feature map corresponding to the first image frame with encoded features of the feature maps corresponding to the second image frames.
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公开(公告)号:US11064133B2
公开(公告)日:2021-07-13
申请号:US16544008
申请日:2019-08-19
Applicant: Samsung Electronics Co., Ltd.
Inventor: Ruiwen Zhen , John W. Glotzbach , Hamid R. Sheikh , Ibrahim Pekkucuksen , Zhen Tong , Long N. Le
Abstract: A method includes obtaining multiple image frames of a scene using at least one sensor of an electronic device. The multiple image frames include a first image frame and a second image frame having a longer exposure than the first image frame. The method also includes generating a label map that identifies pixels in the multiple image frames that are to be used in an image. The method further includes generating the image of the scene using the pixels extracted from the image frames based on the label map. The label map may include multiple labels, and each label may be associated with at least one corresponding pixel and may include a discrete value that identifies one of the multiple image frames from which the at least one corresponding pixel is extracted.
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公开(公告)号:US20210185287A1
公开(公告)日:2021-06-17
申请号:US16717971
申请日:2019-12-17
Applicant: Samsung Electronics Co., Ltd.
Inventor: Ruiwen Zhen , John W. Glotzbach , Hamid Rahim Sheikh
Abstract: A method includes receiving a reference input frame and a non-reference input frame; separating a luma plane for a luma channel and a chroma plane for a chroma channel for each of the reference input frame and the non-reference input frame; generating a luma frame using the luma plane; generating a chroma frame using the chroma plane in a patch-based chroma blending; and combining the luma frame and the chroma frame into an output frame.
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50.
公开(公告)号:US20200265555A1
公开(公告)日:2020-08-20
申请号:US16278567
申请日:2019-02-18
Applicant: Samsung Electronics Co., Ltd.
Inventor: Omar A. Elgendy , John W. Glotzbach , Hamid R. Sheikh
Abstract: A method includes obtaining multiple image frames of a scene using at least one camera of an electronic device and processing the multiple image frames to generate a higher-resolution image of the scene. Processing the multiple image frames includes generating an initial estimate of the scene based on the multiple image frames. Processing the multiple image frames also includes, in each of multiple iterations, (i) generating a current estimate of the scene based on the image frames and a prior estimate of the scene and (ii) regularizing the generated current estimate of the scene. The regularized current estimate of the scene from one iteration represents the prior estimate of the scene in a subsequent iteration. The iterations continue until the estimates of the scene converge on the higher-resolution image of the scene.
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