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20162023
most citedImage and Video Compression with Neural Networks: A Review

462 citations · 719 across the 22 of their papers we have counts for

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5 papers · 1 filter

cs.MM2019★ 3 cited

UGC-VIDEO: perceptual quality assessment of user-generated videos

Yang Li, Shengbin Meng, Xinfeng Zhang +3

Recent years have witnessed an ever-expandingvolume of user-generated content (UGC) videos available on the Internet. Nevertheless, progress on perceptual quality assessmentof UGC…

cs.MM2019★ 3 cited

Predictive Generalized Graph Fourier Transform for Attribute Compression of Dynamic Point Clouds

Yiqun Xu, Wei Hu, Shanshe Wang +5

As 3D scanning devices and depth sensors advance, dynamic point clouds have attracted increasing attention as a format for 3D objects in motion, with applications in various fields…

cs.MM2018★ 16 cited

Intermediate Deep Feature Compression: the Next Battlefield of Intelligent Sensing

Zhuo Chen, Weisi Lin, Shiqi Wang +2

The recent advances of hardware technology have made the intelligent analysis equipped at the front-end with deep learning more prevailing and practical. To better enable the intel…

cs.MM2017★ 64 cited

Spatial-Temporal Residue Network Based In-Loop Filter for Video Coding

Chuanmin Jia, Shiqi Wang, Xinfeng Zhang +2

Deep learning has demonstrated tremendous break through in the area of image/video processing. In this paper, a spatial-temporal residue network (STResNet) based in-loop filter is…

cs.MM2017★ 15 cited

Fast MPEG-CDVS Encoder with GPU-CPU Hybrid Computing

Lingyu Duan, Wei Sun, Xinfeng Zhang +7

The compact descriptors for visual search (CDVS) standard from ISO/IEC moving pictures experts group (MPEG) has succeeded in enabling the interoperability for efficient and effecti…