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eess.IV2024★ 1 cited
Powerful Lossy Compression for Noisy Images
Shilv Cai, Xiaoguo Liang, Shuning Cao +4
Image compression and denoising represent fundamental challenges in image processing with many real-world applications. To address practical demands, current solutions can be categ…
eess.IV2022★ 17 cited
High-Fidelity Variable-Rate Image Compression via Invertible Activation Transformation
Shilv Cai, Zhijun Zhang, Liqun Chen +3
Learning-based methods have effectively promoted the community of image compression. Meanwhile, variational autoencoder (VAE) based variable-rate approaches have recently gained mu…
eess.IV2021★ 6 cited
Closing the Loop: Joint Rain Generation and Removal via Disentangled Image Translation
Yuntong Ye, Yi Chang, Hanyu Zhou +1
Existing deep learning-based image deraining methods have achieved promising performance for synthetic rainy images, typically rely on the pairs of sharp images and simulated rainy…