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20182025
most citedImage and Video Compression with Neural Networks: A Review

462 citations · 804 across the 22 of their papers we have counts for

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9 papers · 1 filter

cs.MM2020

Sub-sampled Cross-component Prediction for Emerging Video Coding Standards

Junru Li, Meng Wang, Li Zhang +5

Cross-component linear model (CCLM) prediction has been repeatedly proven to be effective in reducing the inter-channel redundancies in video compression. Essentially speaking, the…

cs.MM2020

Low Complexity Trellis-Coded Quantization in Versatile Video Coding

Meng Wang, Shiqi Wang, Junru Li +4

The forthcoming Versatile Video Coding (VVC) standard adopts the trellis-coded quantization, which leverages the delicate trellis graph to map the quantization candidates within on…

cs.MM20201 cited

User-generated Video Quality Assessment: A Subjective and Objective Study

Yang Li, Shengbin Meng, Xinfeng Zhang +3

Recently, we have observed an exponential increase of user-generated content (UGC) videos. The distinguished characteristic of UGC videos originates from the video production and d…

cs.MM202041 cited

Direct Speech-to-image Translation

Jiguo Li, Xinfeng Zhang, Chuanmin Jia +5

Direct speech-to-image translation without text is an interesting and useful topic due to the potential applications in human-computer interaction, art creation, computer-aided des…

cs.MM2019

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

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…