2 papers
cs.CV2025
GaussianImage++: Boosted Image Representation and Compression with 2D Gaussian Splatting
Tiantian Li, Xinjie Zhang, Xingtong Ge +4
Implicit neural representations (INRs) have achieved remarkable success in image representation and compression, but they require substantial training time and memory. Meanwhile, r…
eess.IV2025
Deep Lossless Image Compression via Masked Sampling and Coarse-to-Fine Auto-Regression
Tiantian Li, Qunbing Xia, Yue Li +2
Learning-based lossless image compression employs pixel-based or subimage-based auto-regression for probability estimation, which achieves desirable performances. However, the exis…