Author

Le-Bin Zhou

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Preprint Nov 2026

An Agentic Framework for Quality-Aware and Scenario-Adaptive Image Compression

Despite decades of progress, image codecs remain difficult to adapt to diverse real-world compression scenarios for two main reasons. First, most image codecs are optimized for a specific objective and require substantial redevelopment when the compression goal changes. Second, they typically assume clean inputs, where...

Zheng-Hao Chen, Le-Bin Zhou, Zi-Cong Chen et al. · 0 citations

Preprint Aug 2026

M$^3$ISR: A Multi-Modal Multi-View Benchmark for 3D/4D Gaussian Splatting and Feedforward Compression

M$^3$ISR is introduced, a controlled synthetic benchmark for 3D and 4D Gaussian Splatting (3DGS/4DGS) and is intended as a controlled and complementary testbed for systematic study of Gaussian-based FVV reconstruction, compression, and streaming.

Xinhui Liu, Lei Liu, Zheng-Hao Chen et al. · 0 citations