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公开(公告)号:US20220036524A1
公开(公告)日:2022-02-03
申请号:US17500289
申请日:2021-10-13
Applicant: NVIDIA Corporation
Inventor: Yining Deng , Eric Dujardin , Hamidreza Mirzaei Domabi , Sung Hyun Hwang
IPC: G06T5/00
Abstract: The various embodiments of the present disclosure are directed towards methods for tone mapping High-Dynamic-Range (HDR) image data, as well as controlling the brightness of the image encoded by HDR the image data and/or the tone-mapped image data. HDR image is captured. A tone mapping function for the HDR image data is generated. To generate the tone mapping function, control points are dynamically determined based on an analysis of the HDR image data. The tone mapping function is fit to the control points. The tone mapping function is a non-linear function, and is described by a curve in a plane. The shape of the curve is constrained by a line generated from a portion of the control points. The tone mapping function is applied to the HDR image data. A color-compression is applied to the tone mapped image data to generate Standard Dynamic Range or Low Dynamic Range image data.
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公开(公告)号:US11182884B2
公开(公告)日:2021-11-23
申请号:US16526902
申请日:2019-07-30
Applicant: NVIDIA Corporation
Inventor: Yining Deng , Eric Dujardin , Hamidreza Mirzaei Domabi , Sung Hyun Hwang
IPC: G06T5/00
Abstract: The various embodiments of the present disclosure are directed towards methods for tone mapping High-Dynamic-Range (HDR) image data, as well as controlling the brightness of the image encoded by HDR the image data and/or the tone-mapped image data. HDR image is captured. A tone mapping function for the HDR image data is generated. To generate the tone mapping function, control points are dynamically determined based on an analysis of the HDR image data. The tone mapping function is fit to the control points. The tone mapping function is a non-linear function, and is described by a curve in a plane. The shape of the curve is constrained by a line generated from a portion of the control points. The tone mapping function is applied to the HDR image data. A color-compression is applied to the tone mapped image data to generate Standard Dynamic Range or Low Dynamic Range image data.
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公开(公告)号:US20210149670A1
公开(公告)日:2021-05-20
申请号:US16684275
申请日:2019-11-14
Applicant: Nvidia Corporation
Inventor: Michael Stevens , Amit Purwar , Sean Pieper , Eric Dujardin
Abstract: Apparatuses, systems, and techniques to optimize memory usage when performing matrix operations. In at least one embodiment, a matrix is optimized to limit memory and storage requirements while minimizing loss of precision for a sum of the members of the matrix.
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公开(公告)号:US12236564B2
公开(公告)日:2025-02-25
申请号:US17308663
申请日:2021-05-05
Applicant: NVIDIA Corporation
Inventor: Yining Deng , Eric Dujardin , Sean Midthun Pieper , Minwoo Park
Abstract: In various examples, apparatuses, systems, and techniques to perform offline image signal processing of source image data to generate target image data. In at least one embodiment, data collection using exposure and calibration setting of an image sensor is performed to generate source image data, which is then processed by using offline image signal processing to generate target data.
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公开(公告)号:US11704781B2
公开(公告)日:2023-07-18
申请号:US17500289
申请日:2021-10-13
Applicant: NVIDIA Corporation
Inventor: Yining Deng , Eric Dujardin , Hamidreza Mirzaei Domabi , Sung Hyun Hwang
IPC: G06T5/00
CPC classification number: G06T5/009 , G06T2207/10024 , G06T2207/20208 , G06T2207/30252
Abstract: The various embodiments of the present disclosure are directed towards methods for tone mapping High-Dynamic-Range (HDR) image data, as well as controlling the brightness of the image encoded by HDR the image data and/or the tone-mapped image data. HDR image is captured. A tone mapping function for the HDR image data is generated. To generate the tone mapping function, control points are dynamically determined based on an analysis of the HDR image data. The tone mapping function is fit to the control points. The tone mapping function is a non-linear function, and is described by a curve in a plane. The shape of the curve is constrained by a line generated from a portion of the control points. The tone mapping function is applied to the HDR image data. A color-compression is applied to the tone mapped image data to generate Standard Dynamic Range or Low Dynamic Range image data.
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公开(公告)号:US20210035273A1
公开(公告)日:2021-02-04
申请号:US16526902
申请日:2019-07-30
Applicant: NVIDIA Corporation
Inventor: Yining Deng , Eric Dujardin , Hamidreza Mirzaei Domabi , Sung Hyun Hwang
IPC: G06T5/00
Abstract: The various embodiments of the present disclosure are directed towards methods for tone mapping High-Dynamic-Range (HDR) image data, as well as controlling the brightness of the image encoded by HDR the image data and/or the tone-mapped image data. HDR image is captured. A tone mapping function for the HDR image data is generated. To generate the tone mapping function, control points are dynamically determined based on an analysis of the HDR image data. The tone mapping function is fit to the control points. The tone mapping function is a non-linear function, and is described by a curve in a plane. The shape of the curve is constrained by a line generated from a portion of the control points. The tone mapping function is applied to the HDR image data. A color-compression is applied to the tone mapped image data to generate Standard Dynamic Range or Low Dynamic Range image data.
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公开(公告)号:US20240265575A1
公开(公告)日:2024-08-08
申请号:US18165120
申请日:2023-02-06
Applicant: NVIDIA Corporation
Inventor: Yongshen NI , Eric Dujardin
CPC classification number: G06T7/80 , H04N17/002 , H04N25/61
Abstract: In various examples, systems and methods for calibration for sensor lens shading using non-radial correction of residual radial shading error are provided. In some embodiments, a calibration flow includes computation of calibration parameters corresponding to radial lens shading correction, and computation of calibration parameters corresponding to non-radial lens shading correction. A lens shading profile may be computed that defines a gain mapping of lens shading effect appearing in an image frame of calibration sensor data. Parameters for radial lens shading correction may be computed from the lens shading profile, and parameters for non-radial lens shading correction may be computed based a residual shading profile generated from the radial lens shading correction. Calibration parameters for radial and non-radial lens shading correction may be used to calibrate sensor data captured by an image sensor module to correct for lens shading.
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公开(公告)号:US20220414831A1
公开(公告)日:2022-12-29
申请号:US17903290
申请日:2022-09-06
Applicant: NVIDIA Corporation
Inventor: Hamidreza Mirzaei Domabi , Eric Dujardin , Animesh Khemka , Yining Deng
Abstract: In order to more accurately white balance an image, weightings can be determined for pixels of an image when computing an illuminant color value of the image and/or a scene. The weightings can be based at least in part on the Signal-to-Noise Ratio (SNR) of the pixels. The SNR may be actual SNR or SNR estimated from brightness levels of the pixels. SNR weighting (e.g., SNR adjustment) may reduce the effect of pixels with high noise on the computed illuminant color value. For example, one or more channel values of the illuminant color value can be determined based on the weightings and color values of the pixels. One or more color gain values can be determined based on the one or more channel values of the illuminant color value and used to white balance the image.
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公开(公告)号:US20220358627A1
公开(公告)日:2022-11-10
申请号:US17308663
申请日:2021-05-05
Applicant: NVIDIA Corporation
Inventor: Yining Deng , Eric Dujardin , Sean Midthun Pieper , Minwoo Park
Abstract: In various examples, apparatuses, systems, and techniques to perform offline image signal processing of source image data to generate target image data. In at least one embodiment, data collection using exposure and calibration setting of an image sensor is performed to generate source image data, which is then processed by using offline image signal processing to generate target data.
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公开(公告)号:US12272040B2
公开(公告)日:2025-04-08
申请号:US18368732
申请日:2023-09-15
Applicant: NVIDIA Corporation
Inventor: Sung Hyun Hwang , Eric Dujardin , Yining Deng
IPC: G06T5/00 , G06T5/92 , H04N5/57 , H04N23/741
Abstract: Apparatuses, systems, and techniques to perform effective tone management for image data. In an embodiment, a set of contrast gain curves are generated corresponding to a set of tonal ranges of an input image. An output image may then be generated by at least applying corresponding contrast gain curves to tonal ranges of the input image.
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