METHODS AND NON-TRANSITORY COMPUTER READABLE STORAGE MEDIUM FOR SPATIAL RESAMPLING TOWARDS MACHINE VISION

    公开(公告)号:US20240357118A1

    公开(公告)日:2024-10-24

    申请号:US18618551

    申请日:2024-03-27

    发明人: Shurun WANG Yan YE

    摘要: A method of encoding a video sequence into a bitstream. The method includes receiving a video sequence; performing a plurality of convolutions on an input image data of the video sequence in YUV format; wherein performing the plurality of convolutions includes performing a first stage convolution on the input image data, wherein the first stage convolution comprises a first convolution and a second convolution that are provided in parallel; performing a second stage convolution on a channel-wise concatenation result of an output of the first convolution and an output of the second convolution; performing a third stage convolution on an output of the second stage convolution; and obtaining an output image data based on an output of the third stage convolution; and encoding the output image data for generating the bitstream.