BLINC: Lightweight Bimodal Learning for Low-Complexity VVC Intra Coding. (arXiv:2201.07823v1 [cs.MM])

The latest video coding standard, Versatile Video Coding (VVC), achieves
almost twice coding efficiency compared to its predecessor, the High Efficiency
Video Coding (HEVC). However, achieving this efficiency (for intra coding)
requires 31x computational complexity compared to HEVC, making it challenging
for low power and real-time applications. This paper, proposes a novel machine
learning approach that jointly and separately employs two modalities of
features, to simplify the intra coding decision. First a set of features are
extracted that use the …

arxiv coding complexity learning