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