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eess.IV2022★ 1 cited
Learned Image Compression with Generalized Octave Convolution and Cross-Resolution Parameter Estimation
Haisheng Fu, Feng Liang
The application of the context-adaptive entropy model significantly improves the rate-distortion (R-D) performance, in which hyperpriors and autoregressive models are jointly utili…
eess.IV2020★ 4 cited
Learned Variable-Rate Multi-Frequency Image Compression using Modulated Generalized Octave Convolution
Jianping Lin, Mohammad Akbari, Haisheng Fu +7
In this proposal, we design a learned multi-frequency image compression approach that uses generalized octave convolutions to factorize the latent representations into high-frequen…