83 citations · 89 across the 6 of their papers we have counts for
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eess.IV2022★ 6 cited
Learning-Based Conditional Image Coder Using Color Separation
Panqi Jia, Ahmet Burakhan Koyuncu, Georgii Gaikov +3
Recently, image compression codecs based on Neural Networks(NN) outperformed the state-of-art classic ones such as BPG, an image format based on HEVC intra. However, the typical NN…
eess.IV2022★ 83 cited
Contextformer: A Transformer with Spatio-Channel Attention for Context Modeling in Learned Image Compression
A. Burakhan Koyuncu, Han Gao, Atanas Boev +3
Entropy modeling is a key component for high-performance image compression algorithms. Recent developments in autoregressive context modeling helped learning-based methods to surpa…