Hiroaki Akutsu

Channel-Level Variable Quantization Network for Deep Image Compression

Deep image compression systems mainly contain four components: encoder, quantizer, entropy model, and decoder. To optimize these four components, a joint rate-distortion framework was proposed, and many deep neural network-based methods achieved great success in image compression. However, almost al…