Heming Sun

Proceedings of the 52nd International Conference on Parallel Processing, 2023

iPhone 240fps Video Dataset for Various Model Training Tasks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Consumer Electronics, 2023

ABCAS: Adaptive Bound Control of spectral norm as Automatic Stabilizer.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Consumer Electronics, 2023

Multistage Spatial Context Models for Learned Image Compression.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Learned Image Compression with Mixed Transformer-CNN Architectures.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

QA-Filter: A QP-Adaptive Convolutional Neural Network Filter for Video Coding.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Deep image compression based on multi-scale deformable convolution.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2022

A method of underwater bridge structure damage detection method based on a lightweight deep convolutional network.

[BibT_eX]

[DOI]

IET Image Process., 2022

An Efficient Low-Complexity Convolutional Neural Network Filter.

[BibT_eX]

[DOI]

IEEE Multim., 2022

Learned Lossless Image Compression With Combined Autoregressive Models And Attention Modules.

[BibT_eX]

[DOI]

CoRR, 2022

Real-time Learned Image Codec on FPGA.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2022

Improving Latent Quantization of Learned Image Compression with Gradient Scaling.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2022

On Pre-chewing Compression Degradation for Learned Video Compression.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2022

Learning from the NN-based Compressed Domain with Deep Feature Reconstruction Loss.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2022

Semantic Segmentation In Learned Compressed Domain.

[BibT_eX]

[DOI]

Proceedings of the Picture Coding Symposium, 2022

Optimizing CABAC architecture with prediction based context model prefetching.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Workshop on Multimedia Signal Processing, 2022

Project-Based Learning: Bridging the Gap Between Algorithm and Architecture in Neural Network Course.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

A QP-adaptive Mechanism for CNN-based Filter in Video Coding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

An Area-efficient Unified Transform Architecture for VVC.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

Fast Intra Mode Decision for VVC Based on Histogram of Oriented Gradient.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

Improving Multiple Machine Vision Tasks in the Compressed Domain.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Memory-Efficient Learned Image Compression with Pruned Hyperprior Module.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Streaming-Capable High-Performance Architecture of Learned Image Compression Codecs.

[BibT_eX]

[DOI]

Fangzheng Lin

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Learned Video Compression With Residual Prediction And Feature-Aided Loop Filter.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Forward and Backward Warping for Optical Flow-Based Frame Interpolation.

[BibT_eX]

[DOI]

Joi Shimizu

Proceedings of the 2022 International Conference on Artificial Intelligence in Information and Communication, 2022

Research and examination on implementation of super-resolution models using deep learning with INT8 precision.

[BibT_eX]

[DOI]

Proceedings of the 2022 International Conference on Artificial Intelligence in Information and Communication, 2022

2021

Learned Image Compression With Separate Hyperprior Decoders.

[BibT_eX]

[DOI]

IEEE Open J. Circuits Syst., 2021

FPGA Based Accelerator for Neural Networks Computation with Flexible Pipelining.

[BibT_eX]

[DOI]

Qingyang Yi

Masahiro Fujita

CoRR, 2021

Learned Video Compression with Residual Prediction and Loop Filter.

[BibT_eX]

[DOI]

CoRR, 2021

Learning in Compressed Domain for Faster Machine Vision Tasks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Visual Communications and Image Processing, 2021

Learned Image Compression with Fixed-point Arithmetic.

[BibT_eX]

[DOI]

Proceedings of the Picture Coding Symposium, 2021

Accelerating Convolutional Neural Network Inference Based on a Reconfigurable Sliced Systolic Array.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Approximated Reconfigurable Transform Architecture for VVC.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Deep Pedestrian Density Estimation For Smart City Monitoring.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Fast Object Detection in HEVC Intra Compressed Domain.

[BibT_eX]

[DOI]

Proceedings of the 29th European Signal Processing Conference, 2021

COUGH: A Challenge Dataset and Models for COVID-19 FAQ Retrieval.

[BibT_eX]

[DOI]

Xinliang Frederick Zhang

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

A-A KD: Attention and Activation Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the Seventh IEEE International Conference on Multimedia Big Data, 2021

A Hardware Architecture for Adaptive Loop Filter in VVC Decoder.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on ASIC, 2021

A high precision positive temperature circuit using DEM technique.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on ASIC, 2021

Energy-Efficient Approximate Floating-Point Multiplier Based on Radix-8 Booth Encoding.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on ASIC, 2021

2020

Enhanced Intra Prediction for Video Coding by Using Multiple Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2020

Energy Compaction-Based Image Compression Using Convolutional AutoEncoder.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2020

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

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2020

Approximate FPGA-Based Multipliers Using Carry-Inexact Elementary Modules.

[BibT_eX]

[DOI]

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2020

COUGH: A Challenge Dataset and Models for COVID-19 FAQ Retrieval.

[BibT_eX]

[DOI]

Xinliang Frederick Zhang

CoRR, 2020

A Convolutional Neural Network-Based Low Complexity Filter.

[BibT_eX]

[DOI]

CoRR, 2020

A Fast QTMT Partition Decision Strategy for VVC Intra Prediction.

[BibT_eX]

[DOI]

IEEE Access, 2020

Fully Neural Network Mode Based Intra Prediction of Variable Block Size.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020

A Learning-Based Low Complexity in-Loop Filter for Video Coding.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Multimedia & Expo Workshops, 2020

End-To-End Learned Image Compression With Fixed Point Weight Quantization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

Scalable Learned Image Compression With A Recurrent Neural Networks-Based Hyperprior.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

CNN Based Optimal Intra Prediction Mode Estimation in Video Coding.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Consumer Electronics (ICCE), 2020

Learned Lossless Image Compression with A Hyperprior and Discretized Gaussian Mixture Likelihoods.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

HEVC Video Coding with Deep Learning Based Frame Interpolation.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE Global Conference on Consumer Electronics, 2020

An Image Compression Framework with Learning-based Filter.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Learned Image Compression With Discretized Gaussian Mixture Likelihoods and Attention Modules.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Low Bitrate Image Compression with Discretized Gaussian Mixture Likelihoods.

[BibT_eX]

[DOI]

Zhengxue Cheng

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Small-Area and Low-Power FPGA-Based Multipliers using Approximate Elementary Modules.

[BibT_eX]

[DOI]

Yi Guo

Proceedings of the 25th Asia and South Pacific Design Automation Conference, 2020

2019

Approximate DCT Design for Video Encoding Based on Novel Truncation Scheme.

[BibT_eX]

[DOI]

Zhengxue Cheng

Amir Masoud Gharehbaghi

Masahiro Fujita

IEEE Trans. Circuits Syst. I Regul. Pap., 2019

Design of Low-Cost Approximate Multipliers Based on Probability-Driven Inexact Compressors.

[BibT_eX]

[DOI]

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2019

Gamut-Extension Methods Considering Color Information Restoration.

[BibT_eX]

[DOI]

IEEE Access, 2019

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

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

Energy-Efficient and High-Speed Approximate Signed Multipliers with Sign-Focused Compressors.

[BibT_eX]

[DOI]

Yi Guo

Proceedings of the 32nd IEEE International System-on-Chip Conference, 2019

A Minimal Adder-oriented 1D DST-VII/DCT-VIII Hardware Implementation for VVC Standard.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International System-on-Chip Conference, 2019

Dual Learning-based Video Coding with Inception Dense Blocks.

[BibT_eX]

[DOI]

Proceedings of the Picture Coding Symposium, 2019

Road Infrastructure Monitoring System using E-Bikes and Its Extensions for Smart Community.

[BibT_eX]

[DOI]

Proceedings of the 1st ACM Workshop on Emerging Smart Technologies and Infrastructures for Smart Mobility and Sustainability, 2019

A Gamut-Extension Method Considering Color Information Restoration using Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Perceptual Quality Study on Deep Learning Based Image Compression.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Deep Residual Learning for Image Compression.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Learning Image and Video Compression Through Spatial-Temporal Energy Compaction.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Design of Power and Area Efficient Lower-Part-OR Approximate Multiplier.

[BibT_eX]

[DOI]

Yi Guo

Proceedings of the TENCON 2018, 2018

Deep Convolutional AutoEncoder-based Lossy Image Compression.

[BibT_eX]

[DOI]

Proceedings of the 2018 Picture Coding Symposium, 2018

Performance Comparison of Convolutional AutoEncoders, Generative Adversarial Networks and Super-Resolution for Image Compression.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Sparse ternary connect: Convolutional neural networks using ternarized weights with enhanced sparsity.

[BibT_eX]

[DOI]

Canran Jin

Proceedings of the 23rd Asia and South Pacific Design Automation Conference, 2018

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

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Asia Pacific Conference on Circuits and Systems, 2018

2017

Fast Algorithm and VLSI Architecture of Rate Distortion Optimization in H.265/HEVC.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2017

An 8K H.265/HEVC Video Decoder Chip With a New System Pipeline Design.

[BibT_eX]

[DOI]

IEEE J. Solid State Circuits, 2017

Accelerating HEVC Inter Prediction with Improved Merge Mode Handling.

[BibT_eX]

[DOI]

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2017

Time-efficient and TSV-aware 3D gated clock tree synthesis based on self-tuning spectral clustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE 60th International Midwest Symposium on Circuits and Systems, 2017

A low-cost approximate 32-point transform architecture.

[BibT_eX]

[DOI]

Zhengxue Cheng

Amir Masoud Gharehbaghi

Masahiro Fujita

Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

2016

A Low-Power VLSI Architecture for HEVC De-Quantization and Inverse Transform.

[BibT_eX]

[DOI]

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2016

Power-efficient and slew-aware three dimensional gated clock tree synthesis.

[BibT_eX]

[DOI]

Minghao Lin

Proceedings of the 2016 IFIP/IEEE International Conference on Very Large Scale Integration, 2016

14.7 A 4Gpixel/s 8/10b H.265/HEVC video decoder chip for 8K Ultra HD applications.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Solid-State Circuits Conference, 2016

2015

Human Detection Method Based on Non-Redundant Gradient Semantic Local Binary Patterns.

[BibT_eX]

[DOI]

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2015

Merge mode based fast inter prediction for HEVC.

[BibT_eX]

[DOI]

Proceedings of the 2015 Visual Communications and Image Processing, 2015

Hardware-oriented rate-distortion optimization algorithm for HEVC intra-frame encoder.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015

2014

A Low-Cost VLSI Architecture of Multiple-Size IDCT for H.265/HEVC.

[BibT_eX]

[DOI]

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2014

Fast Prediction Unit Selection and Mode Selection for HEVC Intra Prediction.

[BibT_eX]

[DOI]

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2014

An area-efficient 4/8/16/32-point inverse DCT architecture for UHDTV HEVC decoder.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Visual Communications and Image Processing Conference, 2014

Low-Complexity Rate-Distortion Optimization Algorithms for HEVC Intra Prediction.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 20th Anniversary International Conference, 2014

VLSI architecture of HEVC intra prediction for 8K UHDTV applications.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

Multi-scale bidirectional local template patterns for real-time human detection.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Workshop on Multimedia Signal Processing, 2013

2012

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

[BibT_eX]

[DOI]

Dajiang Zhou

Satoshi Goto

Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

The Reflexive Optimal Approximation Solution of Matrix Equation AXB + CYD = E.

[BibT_eX]

[DOI]