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eess.IV2025
On Quantizing Neural Representation for Variable-Rate Video Coding
Junqi Shi, Zhujia Chen, Hanfei Li +4
This work introduces NeuroQuant, a novel post-training quantization (PTQ) approach tailored to non-generalized Implicit Neural Representations for variable-rate Video Coding (INR-V…
eess.IV2024
HINER: Neural Representation for Hyperspectral Image
Junqi Shi, Mingyi Jiang, Ming Lu +3
This paper introduces {HINER}, a novel neural representation for compressing HSI and ensuring high-quality downstream tasks on compressed HSI. HINER fully exploits inter-spectral c…
eess.IV2024
TinyLIC-High efficiency lossy image compression method
Gaocheng Ma, Yinfeng Chai, Tianhao Jiang +2
Image compression has been the subject of extensive research for several decades, resulting in the development of well-known standards such as JPEG, JPEG2000, and H.264/AVC. Howeve…