Frame handling for ML-based upscaling

    公开(公告)号:US11265446B2

    公开(公告)日:2022-03-01

    申请号:US16440808

    申请日:2019-06-13

    摘要: Frame handling an input image in an ML-based upscaling process to produce an output image, including: detecting and extracting boxing edge regions from edges of an active picture area of the input image; extending the extracted boxing edge regions by adding extra pixels around each of the boxing edge regions to produce padded edge regions; upscaling the padded edge regions to produce upscaled padded edge regions; cropping each of the upscaled padded edge regions to a size corresponding to the size of each of the boxing edge regions prior to the upscaling multiplied by an upscaling factor; inserting the cropped edge regions into the edges of the output image; and upscaling a non-edge region of the input image and inserting the upscaled non-edge region into the output image.

    Information processing device, information processing method, and program
    7.
    发明授权
    Information processing device, information processing method, and program 有权
    信息处理装置,信息处理方法和程序

    公开(公告)号:US09590953B2

    公开(公告)日:2017-03-07

    申请号:US14573809

    申请日:2014-12-17

    IPC分类号: H04L29/06 H04L29/08

    摘要: Provided is an information processing device including: a data processing unit that performs a content playback process; and a communication unit that communicates with a server, wherein the content is content that has a segment region configured with a plurality of pieces of variation data which can be respectively decrypted by different keys, and for which a plurality of playback paths can be configured according to variation data which is selected as a playback object, wherein each piece of variation data is data for which a variation data identifier can be analyzed from decrypted data, and wherein the data processing unit receives playback path information which is allowed to be played from the server through the communication unit, and selects variation data from the segment region so as to perform content playback, according to the playback path information received from the server.

    摘要翻译: 提供了一种信息处理设备,包括:数据处理单元,其执行内容回放处理; 以及与服务器进行通信的通信单元,其中,所述内容是具有配置有可以分别由不同键解密的多个变体数据的段区域的内容,并且可以根据所述多个重放路径来配置多个重放路径 对于作为回放对象选择的变形数据,其特征在于,每个变形数据是能够从解密数据分析变化数据标识符的数据,并且其中,所述数据处理单元从所述数据处理单元接收从所述播放对象播放的播放路径信息, 服务器,并且根据从服务器接收到的回放路径信息,从段区域选择变化数据,以进行内容回放。

    Enhanced color reproduction for upscaling

    公开(公告)号:US10931853B2

    公开(公告)日:2021-02-23

    申请号:US16440828

    申请日:2019-06-13

    摘要: A method for enhancing color reproduction in an upscaling process, including: converting RGB-formatted data to color-space-separable-formatted data; sending the RGB-formatted data to a neural network for training to generate RGB-predicted data; converting the RGB-predicted data to color-space-separable-predicted data; computing a first loss function by calculating a first difference between the RGB-formatted data and the RGB-predicted data; extracting color-formatted data from the color-space-separable-formatted data; extracting color-predicted data from the color-space-separable-predicted data; computing a second loss function by calculating a second difference between the color-formatted data and the color-predicted data; and adjusting a balance between the first and second loss functions.