Details of a Researcher

Presentations -

about 65

Learned Image Compression with Mixed Transformer-CNN Architectures

Jinming Liu, Heming Sun, Jiro Katto

IEEE Conference on Computer Vision and Pattern Recognition (CVPR) IEEE

Event date： 2023.6

Language：English Presentation type：Oral presentation (general)

Multistage Spatial Context Models for Learned Image Compression

Fangzheng Lin, Heming Sun, Jinming Liu, Jiro Katto

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) IEEE

Event date： 2023.6

Language：English Presentation type：Oral presentation (general)

ABCAS: Adaptive Bound Control of spectral norm as Automatic Stabilizer

Shota Hirose, Shiori Maki, Naoki Wada, Jiro Katto, Heming Sun

IEEE International Conference on Consumer Electronics (ICCE) IEEE

Event date： 2023.1

Language：English Presentation type：Oral presentation (general)

iPhone 240fps Video Dataset for Various Model Training Tasks

Joi Shimizu, Shion Komatsu, Satsuki Kobayashi, Heming Sun, Jiro Katto

IEEE International Conference on Consumer Electronics (ICCE) IEEE

Event date： 2023.1

Language：English Presentation type：Oral presentation (general)

Improving Latent Quantization of Learned Image Compression with Gradient Scaling

Heming Sun, Lu Yu, Jiro Katto

IEEE International Conference on Visual Communications and Image Processing IEEE

Event date： 2022.12

Language：English Presentation type：Oral presentation (general)

Real-time Learned Image Codec on FPGA

Heming Sun, Qingyang Yi, Fangzheng Lin, Lu Yu, Jiro Katto, Masahiro Fujita

IEEE International Conference on Visual Communications and Image Processing (VCIP) IEEE

Event date： 2022.12

Language：English Presentation type：Oral presentation (general)

F-LIC: FPGA-based Learned Image Compression with a Fine-grained Pipeline

Heming Sun, Qingyang Yi, Fangzheng Lin, Lu Yu, Jiro Katto, Masahiro Fujita

IEEE Asian Solid-State Circuits Conference IEEE

Event date： 2022.11

Language：English Presentation type：Oral presentation (general)

Learned Video Compression with Residual Prediction and Feature-aided Loop Filter

Chao Liu, Heming Sun, Xiaoyang Zeng, Yibo Fan

IEEE International Conference on Image Processing IEEE

Event date： 2022.10

Language：English Presentation type：Poster presentation

Memory-Efficient Learned Image Compression with Pruned Hyperprior Module

Ao Luo, Heming Sun, Jinming Liu, Jiro Katto

IEEE International Conference on Image Processing IEEE

Event date： 2022.10

Language：English Presentation type：Poster presentation

Streaming-capable High-performance Architecture of Learned Image Compression Codecs

Fangzheng Lin, Heming Sun, Jiro Katto

IEEE International Conference on Image Processing IEEE

Event date： 2022.10

Language：English Presentation type：Poster presentation

Improving Multiple Machine Vision Tasks in the Compressed Domain

Jinming Liu, Heming Sun, Jiro Katto

International Conference on Pattern Recognition IEEE

Event date： 2022.8

Language：English Presentation type：Oral presentation (general)

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

Chao Liu, Heming Sun, Jiro Katto, Xiaoyang Zeng, Yibo Fan

IEEE International Symposium on Circuits and Systems IEEE

Event date： 2022.5

Language：English Presentation type：Oral presentation (general)

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

Aorui Gou, Heming Sun, Jiro Katto, Tingting Li, Xiaoyang Zeng, Yibo Fan

IEEE International Symposium on Circuits and Systems IEEE

Event date： 2022.5

Language：English Presentation type：Oral presentation (general)

An Area-efficient Unified Transform Architecture for VVC

Zhijian Hao, Qi Zheng, Yibo Fan, Guoqing Xiang, Peng Zhang, Heming Sun

IEEE International Symposium on Circuits and Systems IEEE

Event date： 2022.5

Language：English Presentation type：Oral presentation (general)

Forward and Backward Warping for Optical Flow-Based Frame Interpolation

Joi Shimizu, Heming Sun, Jiro Katto

4th International Conference on Artificial Intelligence in Information and Communication, ICAIIC 2022- Proceedings IEEE

DOI

Event date： 2022.2

Language：English Presentation type：Oral presentation (general)

Venue：Jeju Island, Korea,

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

Shota Hirose, Naoki Wada, Jiro Katto, Heming Sun

4th International Conference on Artificial Intelligence in Information and Communication, ICAIIC 2022- Proceedings IEEE

DOI

Event date： 2022.2

Language：English Presentation type：Oral presentation (general)

Venue：Jeju Island, Korea

Learning in Compressed Domain for Faster Machine Vision Tasks

Jinming Liu, Heming Sun, Jiro Katto

2021 International Conference on Visual Communications and Image Processing, VCIP 2021 - Proceedings IEEE

DOI

Event date： 2021.12

Language：English Presentation type：Oral presentation (general)

Venue：Munich, Germany

A Hardware Architecture for Adaptive Loop Filter in VVC Decoder

Xin Wang, Heming Sun, Jiro Katto, Yibo Fan

Proceedings of International Conference on ASIC IEEE

DOI

Event date： 2021.10

Language：English Presentation type：Oral presentation (general)

Venue：Kunming, China

Deep Pedestrian Density Estimation For Smart City Monitoring

Kazuki Murayama, Kenji Kanai, Masaru Takeuchi, Heming Sun, Jiro Katto

2021 IEEE International Conference on Image Processing (ICIP) IEEE

DOI

Event date： 2021.9

Language：English Presentation type：Oral presentation (general)

Venue：Anchorage, AK, USA

Fast Object Detection in HEVC Intra Compressed Domain

Liuhong Chen, Heming Sun, Jiro Katto, Xiaoyang Zeng, Yibo Fan

European Signal Processing Conference IEEE

DOI

Event date： 2021.8

Language：English Presentation type：Oral presentation (general)

Venue：Dublin, Ireland

Learned Image Compression with Fixed-point Arithmetic

Heming Sun, Lu Yu, Jiro Katto

Picture Coding Symposium IEEE

DOI

Event date： 2021.6 - 2021.7

Language：English Presentation type：Oral presentation (general)

Venue：Bristol, United Kingdom

ViT-GAN: Using Vision Transformer as Discriminator with Adaptive Data Augmentation

Shota Hirose, Naoki Wada, Jiro Katto, Heming Sun

2021 3rd International Conference on Computer Communication and the Internet, ICCCI 2021 IEEE

DOI

Event date： 2021.6

Language：English Presentation type：Oral presentation (general)

Venue：Nagoya, Japan

Approximated reconfigurable transform architecture for VVC

Yixuan Zeng, Heming Sun, Jiro Katto, Yibo Fan

Proceedings - IEEE International Symposium on Circuits and Systems 2021年 IEEE

DOI

Event date： 2021.5

Language：English Presentation type：Oral presentation (general)

Venue：Daegu, Korea

Accelerating convolutional neural network inference based on a reconfigurable sliced systolic array

Yixuan Zeng, Heming Sun, Jiro Katto, Yibo Fan

Proceedings - IEEE International Symposium on Circuits and Systems 2021年 IEEE

DOI

Event date： 2021.5

Language：English Presentation type：Oral presentation (general)

Venue：Daegu, Korea

Fully Neural Network Mode Based Intra Prediction of Variable Block Size

Heming Sun, Lu Yu, Jiro Katto

IEEE International Conference on Visual Communications and Image Processing (VCIP) IEEE

DOI

Event date： 2020.12

Language：English Presentation type：Oral presentation (general)

Venue：Macau, China

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

Rige Su, Zhengxue Cheng, Heming Sun, Jiro Katto

2020 IEEE International Conference on Image Processing (ICIP) IEEE

DOI

Event date： 2020.10

Language：English Presentation type：Oral presentation (general)

Venue：Abu Dhabi, United Arab Emirates

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

Heming Sun, Zhengxue Cheng, Masaru Takeuchi, Jiro Katto

2020 IEEE International Conference on Image Processing (ICIP) IEEE

DOI

Event date： 2020.10

Language：English Presentation type：Oral presentation (general)

Venue：Abu Dhabi, United Arab Emirates

HEVC Video Coding with Deep Learning Based Frame Interpolation

Joi Shimizu, Zhengxue Cheng, Heming Sun, Masaru Takeuchi, Jiro Katto

2020 IEEE 9th Global Conference on Consumer Electronics, GCCE 2020 IEEE

DOI

Event date： 2020.10

Language：English Presentation type：Oral presentation (general)

Venue：Kobe, Japan

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

Chao Liu, Heming Sun, Jiro Katto, Xiaoyang Zeng, Yibo Fan

2020 IEEE International Conference on Multimedia & Expo Workshops (ICMEW) IEEE

DOI

Event date： 2020.7

Language：English Presentation type：Oral presentation (general)

Venue：London, UK

An Image Compression Framework with Learning-based Filter

Heming Sun, Chao Liu, Jiro Katto, Yibo Fan

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) IEEE

DOI

Event date： 2020.6

Language：English Presentation type：Oral presentation (general)

Venue：Seattle, WA, USA

Low Bitrate Image Compression with Discretized Gaussian Mixture Likelihoods

Zhengxue Cheng, Heming Sun, Jiro Katto

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) IEEE

DOI

Event date： 2020.6

Language：English Presentation type：Oral presentation (general)

Venue：Seattle, WA, USA

Learned Image Compression With Discretized Gaussian Mixture Likelihoods and Attention Modules

Zhengxue Cheng, Heming Sun, Masaru Takeuchi, Jiro Katto

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPR) IEEE

DOI

Event date： 2020.6

Language：English Presentation type：Oral presentation (general)

Venue：Seattle, WA, USA

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

Zhengxue Cheng, Heming Sun, Masaru Takeuchi, Jiro Katto

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) IEEE

DOI

Event date： 2020.5

Language：English Presentation type：Oral presentation (general)

Venue：Barcelona, Spain

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

Yi Guo, Heming Sun, Shinji Kimura

Asia and South Pacific Design Automation Conference (ASP-DAC) IEEE

DOI

Event date： 2020.1

Language：English Presentation type：Oral presentation (general)

Venue：Beijing, China

CNN Based Optimal Intra Prediction Mode Estimation in Video Coding

Ryota Yokoyama, Masahiko Tahara, Masaru Takeuchi, Heming Sun, Yasutaka Matsuo, Jiro Katto

IEEE International Conference on Consumer Electronics (ICCE) IEEE

DOI

Event date： 2020.1

Language：English Presentation type：Oral presentation (general)

Venue：Las Vegas, NV, USA

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

Jun’an Chen, Heming Sun, Jiro Katto, Xiaoyang Zeng, Yibo Fan

IEEE International Conference on Visual Communications and Image Processing (VCIP) IEEE

DOI

Event date： 2019.12

Language：English Presentation type：Oral presentation (general)

Venue：Sydney, NSW, Australia

Dual Learning-based Video Coding with Inception Dense Blocks

Chao Liu, Heming Sun, Jun’an Chen, Zhengxue Cheng, Masaru Takeuchi, Jiro Katto, Xiaoyang Zeng, Yibo Fan

Picture Coding Symposium (PCS) IEEE

DOI

Event date： 2019.11

Language：English Presentation type：Oral presentation (general)

Venue：Ningbo, China

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

Jiro Katto, Masaru Takeuchi, Kenji Kanai, Heming Sun

Proceedings of the Annual International Conference on Mobile Computing and Networking, MOBICOM

DOI

Event date： 2019.10

Language：English Presentation type：Oral presentation (general)

Perceptual Quality Study on Deep Learning based Image Compression

Zhengxue Cheng, Pinar Akyazi, Heming Sun, Jiro Katto, Touradj Ebrahimi

IEEE International Conference on Image Processing (ICIP) IEEE

DOI

Event date： 2019.9

Language：English Presentation type：Oral presentation (general)

Venue：Taipei, Taiwan

A Gamut Extension Method considering Color Information Restoration using Convolutional Neural Networks

Masaru Takeuchi, Yusuke Sakamoto, Ryota Yokoyama, Heming Sun, Yasutaka Matsuo, Jiro Katto

IEEE International Conference on Image Processing (ICIP) IEEE

DOI

Event date： 2019.9

Language：English Presentation type：Oral presentation (general)

Venue：Taipei, Taiwan

A MinimalAdder-oriented 1D DST-VII/DCT-VIII Hardware Implementation for VVC Standard

Yixuan Zeng, Heming Sun, Jiro Katto, Xiaoyang Zeng, Yibo Fan

IEEE International System-on-chip Conference (ISOCC) IEEE

DOI

Event date： 2019.9

Language：English Presentation type：Oral presentation (general)

Venue：Singapore

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

Yi Guo, Heming Sun, Shinji Kimura

IEEE International System-on-chip Conference (ISOCC) IEEE

DOI

Event date： 2019.9

Language：English Presentation type：Oral presentation (general)

Venue：Singapore

Learning Image and Video Compression through Spatial-Temporal Energy Compaction

Zhengxue Cheng, Heming Sun, Masaru Takeuchi, Jiro Katto

Conference on Computer Vision and Pattern Recognition (CVPR) IEEE

DOI

Event date： 2019.6

Language：English Presentation type：Oral presentation (general)

Venue：Long Beach, CA, USA

Deep Residual Learning for Image Compression

Zhengxue Cheng, Heming Sun, Masaru Takeuchi, Jiro Katto

Conference on Computer Vision and Pattern Recognition (CVPR) Workshops IEEE

Event date： 2019.6

Language：English Presentation type：Oral presentation (general)

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

Yi Guo, Heming Sun, Shinji Kimura

IEEE Region 10 Conference (TENCON) IEEE

DOI

Event date： 2018.10

Language：English Presentation type：Oral presentation (general)

Venue：Jeju, Korea (South)

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

Yi Guo, Heming Sun, Li Guo 0006, Shinji Kimura

IEEE Asia Pacific Conference on Circuits and Systems IEEE

DOI

Event date： 2018.10

Language：English Presentation type：Oral presentation (general)

Venue：Chengdu, China

Deep Convolutional AutoEncoder-based Lossy Image Compression

Zhengxue Cheng, Heming Sun, Masaru Takeuchi, Jiro Katto

2018 Picture Coding Symposium, PCS 2018 - Proceedings IEEE

DOI

Event date： 2018.6

Language：English Presentation type：Oral presentation (general)

Venue：San Francisco, CA, USA

Deep Convolutional AutoEncoder-based Lossy Image Compression

Zhengxue Cheng, Heming Sun, Masaru Takeuchi, Jiro Katto

Picture Coding Symposium IEEE

DOI

Event date： 2018.6

Language：English Presentation type：Oral presentation (general)

Venue：San Francisco, CA, USA

Lossy Image Compression using Deep Convolutional AutoEncoder

Zhengxue Cheng, Heming Sun, Masaru Takeuchi, Jiro Katto

IEICE technical report IEICE

Event date： 2018.6

Language：English Presentation type：Oral presentation (general)

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

Zhengxue Cheng, Heming Sun, Masaru Takeuchi, Jiro Katto

The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops IEEE

Event date： 2018.6

Language：English Presentation type：Oral presentation (general)

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

Canran Jin, Heming Sun, Shinji Kimura

Asia and South Pacific Design Automation Conference (ASP-DAC) IEEE

DOI

Event date： 2018.1

Language：English Presentation type：Oral presentation (general)

Venue：Jeju, Korea (South)

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

Fan Yang, Minghao Lin, Heming Sun, Shinji Kimura

Midwest Symposium on Circuits and Systems Institute of Electrical and Electronics Engineers Inc.

DOI

Event date： 2017.9

Language：English Presentation type：Oral presentation (general)

A low-cost approximate 32-point transform architecture

Heming Sun, Zhengxue Cheng, Amir Masoud Gharehbaghi, Shinji Kimura, Masahiro Fujita

Proceedings - IEEE International Symposium on Circuits and Systems Institute of Electrical and Electronics Engineers Inc.

DOI

Event date： 2017.9

Language：English Presentation type：Oral presentation (general)

High Accuracy 8×8 Approximate Multiplier based on OR Operation

Yi Guo, Heming Sun, Canran Jin, Shinji Kimura

IEICE technical report 電子情報通信学会

Event date： 2017.3

Language：English Presentation type：Oral presentation (general)

Power-Efficient and Slew-Aware Three Dimensional Gated Clock Tree Synthesis

Minghao Lin, Heming Sun, Shinji Kimura

2016 IFIP/IEEE INTERNATIONAL CONFERENCE ON VERY LARGE SCALE INTEGRATION (VLSI-SOC) IEEE

DOI

Event date： 2016

Language：English Presentation type：Oral presentation (general)

A 4Gpixel/s 8/10b H.265/HEVC Video Decoder Chip for 8K Ultra HD Applications

Dajiang Zhou, Shihao Wang, Heming Sun, Jianbin Zhou, Jiayi Zhu, Yijin Zhao, Jinjia Zhou, Shuping Zhang, Shinji Kimura, Takeshi Yoshimura, Satoshi Goto

2016 IEEE INTERNATIONAL SOLID-STATE CIRCUITS CONFERENCE (ISSCC) IEEE

DOI

Event date： 2016

Language：English Presentation type：Oral presentation (general)

A fast level filtering algorithm for inter prediction in HEVC encoder

Zhengxue Cheng, Heming Sun, Landan Hu, Shinji Kimura

International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC) IEEE

Event date： 2015.6

Language：English Presentation type：Oral presentation (general)

Merge Mode Based Fast Inter Prediction for HEVC

Zhengxue Cheng, Heming Sun, Dajiang Zhou, Shinji Kimura

2015 VISUAL COMMUNICATIONS AND IMAGE PROCESSING (VCIP) IEEE

DOI

Event date： 2015

Language：English Presentation type：Oral presentation (general)

Venue：Singapore

HARDWARE-ORIENTED RATE-DISTORTION OPTIMIZATION ALGORITHM FOR HEVC INTRA-FRAME ENCODER

Landan Hu, Heming Sun, Dajiang Zhou, Shinji Kimura

2015 IEEE International Conference on Multimedia & Expo Workshops (ICMEW) IEEE

DOI

Event date： 2015

Language：English Presentation type：Oral presentation (general)

Venue：Turin, Italy

A fast mode selection algorithm for HEVC intra prediction

Heming Sun, Satoshi Goto

International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC) ITC-CSCC

Event date： 2014.7

Language：English Presentation type：Oral presentation (general)

AN AREA-EFFICIENT 4/8/16/32-POINT INVERSE DCT ARCHITECTURE FOR UHDTV HEVC DECODER

Heming Sun, Dajiang Zhou, Jiayi Zhu, Shinji Kimura, Satoshi Goto

2014 IEEE VISUAL COMMUNICATIONS AND IMAGE PROCESSING CONFERENCE 2014 IEEE

DOI

Event date： 2014

Language：English Presentation type：Oral presentation (general)

Venue：Valletta, Malta

Low-complexity rate-distortion optimization algorithms for HEVC intra prediction

Zhe Sheng, Dajiang Zhou, Heming Sun, Satoshi Goto

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

DOI

Event date： 2014

Language：English Presentation type：Oral presentation (general)

VLSI ARCHITECTURE OF HEVC INTRA PREDICTION FOR 8K UHDTV APPLICATIONS

Jianbin Zhou, Dajiang Zhou, Heming Sun, Satoshi Goto

2014 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP) IEEE

DOI

Event date： 2014

Language：English Presentation type：Oral presentation (general)

Venue：Paris, France

Multi-scale Bidirectional Local Template Patterns for Real-time Human Detection

Jiu Xu, Ning Jiang, Xinwei Xue, Heming Sun, Wenxin Yu, Satoshi Goto

2013 IEEE 15TH INTERNATIONAL WORKSHOP ON MULTIMEDIA SIGNAL PROCESSING (MMSP) IEEE

DOI

Event date： 2013

Language：English Presentation type：Oral presentation (general)

Venue：Pula, Italy

A low-complexity HEVC intra prediction algorithm based on level and mode filtering

Heming Sun, Dajiang Zhou, Satoshi Goto

Proceedings - IEEE International Conference on Multimedia and Expo IEEE

DOI

Event date： 2012

Language：English Presentation type：Oral presentation (general)

Venue：Melbourne, VIC, Australia

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Presentations -