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eess.IV2024
Task-Aware Encoder Control for Deep Video Compression
Xingtong Ge, Jixiang Luo, Xinjie Zhang +7
Prior research on deep video compression (DVC) for machine tasks typically necessitates training a unique codec for each specific task, mandating a dedicated decoder per task. In c…
eess.IV2023
Hyperspectral Image Fusion via Logarithmic Low-rank Tensor Ring Decomposition
Jun Zhang, Lipeng Zhu, Chao Wang +1
Integrating a low-spatial-resolution hyperspectral image (LR-HSI) with a high-spatial-resolution multispectral image (HR-MSI) is recognized as a valid method for acquiring HR-HSI.…
eess.IV2023
Low-complexity Deep Video Compression with A Distributed Coding Architecture
Xinjie Zhang, Jiawei Shao, Jun Zhang
Prevalent predictive coding-based video compression methods rely on a heavy encoder to reduce temporal redundancy, which makes it challenging to deploy them on resource-constrained…