Learned Image Compression With Discretized Gaussian Mixture Likelihoods and Attention Modules

Zhengxue Cheng, Heming Sun, Masaru Takeuchi, +1

Lossy CompressionEngineeringMachine LearningImage AnalysisData Science +14

Deep Convolutional AutoEncoder-based Lossy Image Compression

Zhengxue Cheng, Heming Sun, Masaru Takeuchi, +1

Lossy CompressionMachine VisionImage AnalysisMachine LearningEngineering +12

A Fast QTMT Partition Decision Strategy for VVC Intra Prediction

Yibo Fan, Junan Chen, Heming Sun, +2

IEEE Access

Lossy CompressionEngineeringMachine LearningQtmt BringsVideo Coding Format +18

Energy Compaction-Based Image Compression Using Convolutional AutoEncoder

Zhengxue Cheng, Heming Sun, Masaru Takeuchi, +1

IEEE Transactions on Multimedia

Lossy CompressionConvolutional Neural NetworkImage AnalysisMachine LearningEngineering +10

Learning Image and Video Compression Through Spatial-Temporal Energy Compaction

Zhengxue Cheng, Heming Sun, Masaru Takeuchi, +1

Compression MethodsLossy CompressionTemporal Energy CompactionImage AnalysisMachine Learning +12

Fast QTMT Partition Decision Algorithm in VVC Intra Coding based on Variance and Gradient

Junan Chen, Heming Sun, Jiro Katto, +2

Lossy CompressionPartition StructureEngineeringMachine LearningVideo Coding Format +15

A Low-Complexity HEVC Intra Prediction Algorithm Based on Level and Mode Filtering

Heming Sun, Dajiang Zhou, Satoshi Goto

Prediction Unit LevelsLossy CompressionEngineeringImage CodingMultimedia Signal Processing +9

A Pipelined 2D Transform Architecture Supporting Mixed Block Sizes for the VVC Standard

Yibo Fan, Yixuan Zeng, Heming Sun, +2

IEEE Transactions on Circuits and Systems for Video Technology

Vvc StandardEngineeringVlsi DesignVlsi ArchitectureVideo Coding Format +7

Learned Image Compression with Discretized Gaussian Mixture Likelihoods and Attention Modules

Zhengxue Cheng, Heming Sun, Masaru Takeuchi, +1

arXiv (Cornell University)

Low-Cost Approximate Multiplier Design using Probability-Driven Inexact Compressors

Yi Guo, Heming Sun, Li Guo, +1

Mathematical ProgrammingMultiplier DesignArray ComputingEngineeringVlsi Design +13