Ankitesh Kumar Singh
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View article: A Combined Deep Learning based End-to-End Video Coding Architecture for YUV Color Space
A Combined Deep Learning based End-to-End Video Coding Architecture for YUV Color Space Open
Most of the existing deep learning based end-to-end video coding (DLEC) architectures are designed specifically for RGB color format, yet the video coding standards, including H.264/AVC, H.265/HEVC and H.266/VVC developed over past few dec…
View article: Transform Network Architectures for Deep Learning Based End-to-End Image/Video Coding in Subsampled Color Spaces
Transform Network Architectures for Deep Learning Based End-to-End Image/Video Coding in Subsampled Color Spaces Open
Most of the existing deep learning based end-to-end image/video coding (DLEC) architectures are designed for non-subsampled RGB color format. However, in order to achieve a superior coding performance, many state-of-the-art block-based com…