Publications

Journal Publications

TMM2020 Enhanced Intra Prediction for Video Coding by Using Multiple Neural Networks

Heming Sun, Zhengxue Cheng (corresponding author), Masaru Takeuchi, Jiro Katto

IEEE Transactions on Multimedia, Jan. 2020

TMM2019 Energy Compaction-Based Image Compression Using Convolutional AutoEncoder

Zhengxue Cheng, Heming Sun, Masaru Takeuchi, Jiro Katto

IEEE Transactions on Multimedia, Aug. 2019

IEICE2019 Methods for Adaptive Video Streaming and Picture Quality Assessment to Improve QoS/QoE

Kenji Kanai, Bo Wei, Zhengxue Cheng, Masaru Takeuchi, Jiro Katto

IEICE Transactions on Communication, July 2019

TCAS2018 Approximate DCT Design for Video Encoding based on Novel Truncation Scheme

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

IEEE Transactions on Circuits and Systems I: Regular Papers, Dec. 2018

IEICE2018 A Fully-blind and Fast Image Quality Predictor with Convolutional Neural Networks

Zhengxue Cheng, Masaru Takeuchi, Kenji Kanai, Jiro Katto

IEICE Transactions on Fundamentals, Vol.E101-A, No.9, pp.1557-1566, Sep. 2018

TBC2017 A QoE-Driven Encoder Adaptation Scheme for Multi-User Video Streaming in Wireless Networks

Liang Qian, Zhengxue Cheng, Zheng Fang, Lianghui Ding, Feng Yang, Wei Huang

IEEE Transactions on Broadcasting, Vol. 63, No. 1, pp. 20-31, March 2017

IEICE2017 Accelerating HEVC Inter Prediction with Improved Merge Mode Handling

Zhengxue Cheng, Heming Sun, Dajiang Zhou, Shinji Kimura

IEICE Transactions on Fundamentals, Vol.E100-A, No.02, pp.546-554, Feb. 2017

Conference Publications

CVPR2020 Learned Image Compression with Discretized Gaussian Mixture Likelihoods and Attention Modules [PDF][Code]

Zhengxue Cheng, Heming Sun, Masaru Takeuchi, Jiro Katto

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020

ICASSP2020 Learned Lossless Image Compression with a HyperPrior&Discretized Gaussian Mixture Likelihoods [PDF]

Zhengxue Cheng, Heming Sun, Masaru Takeuchi, Jiro Katto

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

CVPR2019 Learning Image and Video Compression through Spatial-Temporal Energy Compaction [PDF]

Zhengxue Cheng, Heming Sun, Masaru Takeuchi, Jiro Katto

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019

CVPRW2019 Deep Residual Learning for Image Compression [PDF]

Zhengxue Cheng, Heming Sun, Masaru Takeuchi, Jiro Katto

IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop, 2019

ICIP2019 Perceptual Quality Study on Deep Learning based Image Compression [PDF]

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

International Conference on Image Processing (ICIP), 2019

PCS2019 Dual Learning-based Video Coding with Inception Dense Blocks

C. Liu, H. Sun, J. Chen, Zhengxue Cheng, M. Takeuchi, J. Katto, X. Zeng and Y. Fan

Picture Coding Symposium (PCS), 2019.

ICCE 2019 Accuracy Evaluations of Contact-Free Heart Rate Measurement Methods Using 4K Facial Images

Masaki Yasumaru, Zhengxue Cheng, Ryota Yokoyama, Kenji.Kanai and Jiro Katto

IEEE International Conference on Consumer Electronics (ICCE), 2019

ICCE 2019 CNN Based Inverse Tone Mapping for High Dynamic Range Display Using LUCORE

Katsuhiko Hirao, Zhengxue Cheng, Masaru Takeuchi and Jiro Katto

IEEE International Conference on Consumer Electronics (ICCE), 2019

CVPRW2018 Performance Comparison of Convolutional AE, GAN, Super-Resolution for Image Compression [PDF]

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

IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop, 2018

ICMEW2018 A Fast No-reference Screen Content Image Quality Prediction using CNNs

Zhengxue Cheng, Masaru Takeuchi, Kenji Kanai, Jiro Katto

International Conference on Multimedia and Expo (ICME) Workshop, 2018

PCS2018 Deep Convolutional AutoEncoder-based Lossy Image Compression [PDF]

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

Picture Coding Symposium (PCS), 2018

PCS2018 Perceptual Quality Driven Adaptive Video Coding Using JND Estimation

M. Takeuchi, S. Saika, Y. Sakamoto, T. Nagashima, Z. Cheng, K. Kanai, J. Katto, K. Wei, Z. Ju, W. Xu

Picture Coding Symposium (PCS), 2018

ICTC2018 Deep Inverse Tone Mapping Optimized for High Dynamic Range Display

Katsuhiko Hirao, Zhengxue Cheng, Masaru Takeuchi and Jiro Katto

International Conf. on Information and Communication Technology Convergence (ICTC), 2018

ISM2018 Light-Weight Video Coding Based on Perceptual Video Quality for Live Streaming

Y. Sakamoto, S. Saika, M. Takeuchi, T. Nagashima, Z. Cheng, K. Kanai, J. Katto, K. Wei, Z. Ju, W. Xu

IEEE International Symposium on Multimedia (ISM), 2018

ISM2017 A Pre-saliency Map Based Blind Image Quality Assessment via Convolutional Neural Networks

Zhengxue Cheng, Masaru Takeuchi, Jiro Katto

IEEE International Symposium on Multimedia (ISM), 2017

BMSB2017 A unified QoE Prediction Framework for HEVC Encoded Video Streaming over Wireless Network

Zhengxue Cheng, Lianghui Ding, Wei Huang, Feng Yang, Liang Qian

IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB), 2017

ISCAS2017 A Low-cost Approximate 32-point Transform Architecture

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

IEEE International Symposium on Circuits and Systems (ISCAS), 2017

BMSB2016 Subjective QoE based HEVC Encoder Adaptation Scheme for Multi-User Video Streaming

Zhengxue Cheng, Lianghui DING, Wei HUANG, Feng YANG, Liang Qian

IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB), 2016

VCIP2015 Merge Mode based Fast Inter Prediction for HEVC

Zhengxue Cheng, Heming Sun, Dajiang Zhou, Shinji Kimura

IEEE Visual Communications and Image Processing (VCIP), 2015