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20162024
most citedVideo Coding for Machines: A Paradigm of Collaborative Compression and Intelligent Analytics

262 citations · 1.7k across the 63 of their papers we have counts for

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Showing 2018Show all

5 papers · 1 filter

cs.CV2018★ 29 cited

Context-Aware Text-Based Binary Image Stylization and Synthesis

Shuai Yang, Jiaying Liu, Wenhan Yang +1

In this work, we present a new framework for the stylization of text-based binary images. First, our method stylizes the stroke-based geometric shape like text, symbols and icons i…

cs.CV2018★ 236 cited

Deep Retinex Decomposition for Low-Light Enhancement

Chen Wei, Wenjing Wang, Wenhan Yang +1

Retinex model is an effective tool for low-light image enhancement. It assumes that observed images can be decomposed into the reflectance and illumination. Most existing Retinex-b…

cs.CV2018

Progressive Spatial Recurrent Neural Network for Intra Prediction

Yueyu Hu, Wenhan Yang, Mading Li +1

Intra prediction is an important component of modern video codecs, which is able to efficiently squeeze out the spatial redundancy in video frames. With preceding pixels as the con…

cs.MM2018★ 1 cited

A Group Variational Transformation Neural Network for Fractional Interpolation of Video Coding

Sifeng Xia, Wenhan Yang, Yueyu Hu +2

Motion compensation is an important technology in video coding to remove the temporal redundancy between coded video frames. In motion compensation, fractional interpolation is use…

cs.CV2018★ 11 cited

DMCNN: Dual-Domain Multi-Scale Convolutional Neural Network for Compression Artifacts Removal

Xiaoshuai Zhang, Wenhan Yang, Yueyu Hu +1

JPEG is one of the most commonly used standards among lossy image compression methods. However, JPEG compression inevitably introduces various kinds of artifacts, especially at hig…