Heng Liu

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 18

Top Topics

Convolutional Neural Networks

Super Resolution

Canonical Correlation Analysis

Top Venues

Neural Comput. Appl.

IEEE J. Biomed. Health Informatics

Publications

Heng Liu, Jianyong Liu, Shudong Hou, Tao Tao, Jungong Han
Perception consistency ultrasound image super-resolution via self-supervised CycleGAN. Neural Comput. Appl. 35 (17) (2023)
Yuezhong Chu, Yunan Qiao, Heng Liu, Jungong Han
Dual Attention with the Self-Attention Alignment for Efficient Video Super-resolution. Cogn. Comput. 14 (3) (2022)
Heng Liu, Jianyong Liu, Feng Chen, Caifeng Shan
Progressive Residual Learning With Memory Upgrade for Ultrasound Image Blind Super-Resolution. IEEE J. Biomed. Health Informatics 26 (9) (2022)
Heng Liu, Jianyong Liu, Tao Tao, Shudong Hou, Jungong Han
Perception Consistency Ultrasound Image Super-resolution via Self-supervised CycleGAN. CoRR (2020)
Heng Liu, Jiajun Qin, Zilin Fu, Xue Li, Jungong Han
Fast simultaneous image super-resolution and motion deblurring with decoupled cooperative learning. J. Real Time Image Process. 17 (6) (2020)
Jianyong Liu, Heng Liu, Xiaoyu Zheng, Jungong Han
Exploring Multi-scale Deep Encoder-Decoder and PatchGAN for Perceptual Ultrasound Image Super-Resolution. NCAA (2020)
Shudong Hou, Heng Liu, Xiujun Wang
Pseudo Label Guided Subspace Learning for Multi-view Data. PRCV (3) (2019)
Heng Liu, Zilin Fu, Jungong Han, Ling Shao, Shudong Hou, Yuezhong Chu
Single image super-resolution using multi-scale deep encoder-decoder with phase congruency edge map guidance. Inf. Sci. 473 (2019)
Heng Liu, Xiaoyu Zheng, Jungong Han, Yuezhong Chu, Tao Tao
Survey on GAN-based face hallucination with its model development. IET Image Process. 13 (14) (2019)
Heng Liu, Liangliang Dai, Shudong Hou, Jungong Han, Hongshen Liu
Are mid-air dynamic gestures applicable to user identification? Pattern Recognit. Lett. 117 (2019)
Shudong Hou, Heng Liu, Quansen Sun
Sparse regularized discriminative canonical correlation analysis for multi-view semi-supervised learning. Neural Comput. Appl. 31 (11) (2019)
Xiaoyu Zheng, Heng Liu, Jungong Han, Shudong Hou
Deep Feature-Preserving Based Face Hallucination: Feature Discrimination Versus Pixels Approximation. PRCV (2) (2019)
Heng Liu, Zilin Fu, Jungong Han, Ling Shao, Hongshen Liu
Single satellite imagery simultaneous super-resolution and colorization using multi-task deep neural networks. J. Vis. Commun. Image Represent. 53 (2018)
Heng Liu, Jungong Han, Shudong Hou, Ling Shao, Yue Ruan
Single image super-resolution using a deep encoder-decoder symmetrical network with iterative back projection. Neurocomputing 282 (2018)
Dimitrios Sakkos, Heng Liu, Jungong Han, Ling Shao
End-to-end video background subtraction with 3d convolutional neural networks. Multim. Tools Appl. 77 (17) (2018)
Heng Liu, Dongdong Huang, Shudong Hou, Yue Ruan
Large size single image fast defogging and the real time video defogging FPGA architecture. Neurocomputing 269 (2017)
Heng Liu, Caihong Zhang, Dongdong Huang
Extreme Learning Machine and Moving Least Square Regression Based Solar Panel Vision Inspection. J. Electr. Comput. Eng. 2017 (2017)
Dongdong Huang, Heng Liu
Face Hallucination Using Convolutional Neural Network with Iterative Back Projection. CCBR (2016)
Heng Liu, Hongshen Liu, Jing Xun
Practical Computation Acceleration for Large Size Single Image Filtering Based Haze Removal. IScIDE (1) (2015)