Haisheng Fu*

WeConvene: Learned Image Compression with Wavelet-Domain Convolution and Entropy Model

"Recently learned image compression (LIC) has achieved great progress and even outperformed the traditional approach using DCT or discrete wavelet transform (DWT). However, LIC mainly reduces spatial redundancy in the autoencoder networks and entropy coding, but has not fully removed the frequency-d…