Guest Editorial Introduction to Special Section on Learning-Based Image and Video Compression

Shan Liu; Wen-Hsiao Peng; Lu Yu

Toward Variable-Rate Generative Compression by Reducing the Channel Redundancy

Chaoyi Han; Yiping Duan; Xiaoming Tao; Mai Xu; Jianhua Lu

Multi-Scale Convolutional Neural Network-Based Intra Prediction for Video Coding

Yang Wang; Xiaopeng Fan; Shaohui Liu; Debin Zhao; Wen Gao

CNN-Based Intra-Prediction for Lossless HEVC

Ionut Schiopu; Hongyue Huang; Adrian Munteanu

Deep-Learning-Based Lossless Image Coding

Ionut Schiopu; Adrian Munteanu

Deep Frame Prediction for Video Coding

Hyomin Choi; Ivan V. Bajić

Convolutional Neural Network Based Bi-Prediction Utilizing Spatial and Temporal Information in Video Coding

Jue Mao; Lu Yu

A Switchable Deep Learning Approach for In-Loop Filtering in Video Coding

Dandan Ding; Lingyi Kong; Guangyao Chen; Zoe Liu; Yong Fang

Recursive Residual Convolutional Neural Network- Based In-Loop Filtering for Intra Frames

Shufang Zhang; Zenghui Fan; Nam Ling; Minqiang Jiang

Convolutional Neural Network-Based Arithmetic Coding for HEVC Intra-Predicted Residues

Changyue Ma; Dong Liu; Xiulian Peng; Li Li; Feng Wu

DeepSCC: Deep Learning-Based Fast Prediction Network for Screen Content Coding

Wei Kuang; Yui-Lam Chan; Sik-Ho Tsang; Wan-Chi Siu

Fast Depth Map Intra Coding for 3D Video Compression-Based Tensor Feature Extraction and Data Analysis

Hamza Hamout; Abderrahmane Elyousfi

High-Definition Video Compression System Based on Perception Guidance of Salient Information of a Convolutional Neural Network and HEVC Compression Domain

Shiping Zhu; Chang Liu; Ziyao Xu

Enhancement of Noisy and Compressed Videos by Optical Flow and Non-Local Denoising

Antoni Buades; Jose-Luis Lisani

Joint Transmission Map Estimation and Dehazing Using Deep Networks

He Zhang; Vishwanath Sindagi; Vishal M. Patel

Efficient Noise-Level Estimation Based on Principal Image Texture

Ping Jiang; Quan Wang; Jiang Wu

Graph Laplacian Regularization With Sparse Coding for Image Restoration and Representation

Lingdao Sha; Dan Schonfeld; Jing Wang

Fast Scale-Adaptive Bilateral Texture Smoothing

Sanjay Ghosh; Ruturaj G. Gavaskar; Debasisha Panda; Kunal N. Chaudhury

Derivative-Based Steganographic Distortion and its Non-additive Extensions for Audio

Kejiang Chen; Hang Zhou; Weixiang Li; Kuan Yang; Weiming Zhang; Nenghai Yu

Single-Image Blind Deblurring Using Multi-Scale Latent Structure Prior

Yuanchao Bai; Huizhu Jia; Ming Jiang; Xianming Liu; Xiaodong Xie; Wen Gao

Low Rank and Sparse Decomposition for Image and Video Applications

Nematollah Zarmehi; Arash Amini; Farokh Marvasti

DSN: A New Deformable Subnetwork for Object Detection

Shuai Wu; Yong Xu

Occlusion Pattern Discovery for Object Detection and Occlusion Reasoning

Chunluan Zhou; Junsong Yuan

Cross-Entropy Adversarial View Adaptation for Person Re-Identification

Lin Wu; Richang Hong; Yang Wang; Meng Wang

Accelerator-Aware Pruning for Convolutional Neural Networks

Hyeong-Ju Kang

Pose Anchor: A Single-Stage Hand Keypoint Detection Network

Yuan Li; Xinggang Wang; Wenyu Liu; Bin Feng

A Survey of Human Action Analysis in HRI Applications

Yanli Ji; Yang Yang; Fumin Shen; Heng Tao Shen; Xuelong Li

Action Recognition Scheme Based on Skeleton Representation With DS-LSTM Network

Xinghao Jiang; Ke Xu; Tanfeng Sun

Efficient CIEDE2000-Based Color Similarity Decision for Computer Vision

Américo Pereira; Pedro Carvalho; Gil Coelho; Luís Côrte-Real

Class-Oriented Discriminative Dictionary Learning for Image Classification

Jing Ling; Zhenzhong Chen; Feng Wu

Recurrent Prediction With Spatio-Temporal Attention for Crowd Attribute Recognition

Qiaozhe Li; Xin Zhao; Ran He; Kaiqi Huang

Ontology-Based Global and Collective Motion Patterns for Event Classification in Basketball Videos

Lifang Wu; Zhou Yang; Jiaoyu He; Meng Jian; Yaowen Xu; Dezhong Xu; Chang Wen Chen

Video Salient Object Detection via Robust Seeds Extraction and Multi-Graphs Manifold Propagation

Mingzhu Xu; Bing Liu; Ping Fu; Junbao Li; Yu Hen Hu; Shou Feng

A Novel Gaming Video Encoding Process Using In-Game Motion Vectors

Chi-Wei Lu; Sheng-De Wang; Shao-Yi Chien

Real-Time Constant Objective Quality Video Coding Strategy in High Efficiency Video Coding

Qi Cai; Zhifeng Chen; Dapeng Oliver Wu; Bo Huang

Pixel-Level View Synthesis Distortion Estimation for 3D Video Coding

Jian Jin; Jie Liang; Yao Zhao; Chunyu Lin; Chao Yao; Lili Meng

FastScan: Robust Low-Complexity Rate Adaptation Algorithm for Video Streaming Over HTTP

Anis Elgabli; Vaneet Aggarwal

Matching Image and Sentence With Multi-Faceted Representations

Lin Ma; Wenhao Jiang; Zequn Jie; Yu-Gang Jiang; Wei Liu

SCRATCH: A Scalable Discrete Matrix Factorization Hashing Framework for Cross-Modal Retrieval

Zhen-Duo Chen; Chuan-Xiang Li; Xin Luo; Liqiang Nie; Wei Zhang; Xin-Shun Xu

Photography and Exploration of Tourist Locations Based on Optimal Foraging Theory

Yogesh Singh Rawat; Mubarak Shah; Mohan S. Kankanhalli

JPEG Steganography With Estimated Side-Information

Weixiang Li; Kejiang Chen; Weiming Zhang; Hang Zhou; Yaofei Wang; Nenghai Yu