CONTENT ADAPTIVE DISPLAY POWER SAVINGS SYSTEMS AND METHODS

    公开(公告)号:US20210191489A1

    公开(公告)日:2021-06-24

    申请号:US17135292

    申请日:2020-12-28

    Abstract: The present disclosure is directed to systems and methods for reducing display image power consumption while maintaining a consistent, objectively measurable, level of image distortion that comports with a display image quality metric. Raw image data is converted to an HSV format. “V” values are extracted from the HSV format raw image data and a histogram generates a plurality of “V” values. HSV format raw image data is provided to at least one layer of a trained CNN to extract a plurality of features. The plurality of “V” values and the plurality of features are provided to an AI circuit to generate a plurality of distortion class value pairs. Each of the distortion class value pairs is weighted based on proximity of display image distortion and the display image quality metric. The distortion class pair providing a display image distortion close to the display image quality metric is applied to the raw image data to generate the display image data.

    METHODS AND APPARATUS FOR GRADIENT IMAGE DETECTION TO IMPROVE DISPLAY POWER SAVINGS

    公开(公告)号:US20240134438A1

    公开(公告)日:2024-04-25

    申请号:US18543824

    申请日:2023-12-18

    CPC classification number: G06F1/3218

    Abstract: Systems, apparatus, articles of manufacture, and methods are disclosed for gradient image detection to improve power savings. An example disclosed apparatus includes programmable circuitry to at least one of instantiate or execute the machine readable instructions to identify a region in an image that satisfies a brightness threshold, define a plurality of lines in the image that extend away from the region, and determine the region corresponds to a gradient based on an analysis of pixels along different ones of the plurality of lines.

    Content adaptive display power savings systems and methods

    公开(公告)号:US11231762B2

    公开(公告)日:2022-01-25

    申请号:US17135292

    申请日:2020-12-28

    Abstract: The present disclosure is directed to systems and methods for reducing display image power consumption while maintaining a consistent, objectively measurable, level of image distortion that comports with a display image quality metric. Raw image data is converted to an HSV format. “V” values are extracted from the HSV format raw image data and a histogram generates a plurality of “V” values. HSV format raw image data is provided to at least one layer of a trained CNN to extract a plurality of features. The plurality of “V” values and the plurality of features are provided to an AI circuit to generate a plurality of distortion class value pairs. Each of the distortion class value pairs is weighted based on proximity of display image distortion and the display image quality metric. The distortion class pair providing a display image distortion close to the display image quality metric is applied to the raw image data to generate the display image data.

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