Issue 2/2022
Special Issue on Deep Learning for Intelligent Multimedia Systems
Content (25 Articles)
Hybrid features and semantic reinforcement network for image forgery detection
Haipeng Chen, Chaoqun Chang, Zenan Shi, Yingda Lyu
Pinyin-to-Chinese conversion on sentence-level for domain-specific applications using self-attention model
Shufeng Xiong, Li Ma, Ming Cheng, Bingkun Wang
Key frame extraction based on global motion statistics for team-sport videos
Yuan Yuan, Zhe Lu, Zhou Yang, Meng Jian, Lifang Wu, Zeyu Li, Xu Liu
3D human pose estimation with multi-scale graph convolution and hierarchical body pooling
Ke Huang, TianQi Sui, Hong Wu
Skip-attention encoder–decoder framework for human motion prediction
Ruipeng Zhang, Xiangbo Shu, Rui Yan, Jiachao Zhang, Yan Song
DBFC-Net: a uniform framework for fine-grained cross-media retrieval
Qiong Wang, Youdong Guo, Yazhou Yao
Structure injected weight normalization for training deep networks
Xu Yuan, Xiangjun Shen, Sumet Mehta, Teng Li, Shiming Ge, Zhengjun Zha
Question-relationship guided graph attention network for visual question answer
Rui Liu, Liansheng Zhuang, Zhou Yu, Zhihao Jiang, Tian Bai
Direction-induced convolution for point cloud analysis
Yuan Fang, Chunyan Xu, Chuanwei Zhou, Zhen Cui, Chunlong Hu
Assessing learning engagement based on facial expression recognition in MOOC’s scenario
Junge Shen, Haopeng Yang, Jiawei Li, Zhiyong Cheng
A multi-scale multi-attention network for dynamic facial expression recognition
Xiaohan Xia, Le Yang, Xiaoyong Wei, Hichem Sahli, Dongmei Jiang
Objective image fusion evaluation method for target recognition based on target quality factor
Ming Guo, Biao Li, Zhaoqun Shao, Ning Guo, Mohan Wang
Image quality measurement-based comparative analysis of illumination compensation methods for face image normalization
Mannan Hassan, Muhammad Suhail Shaikh, Munsif Ali Jatoi
Practical 3D human skeleton tracking based on multi-view and multi-Kinect fusion
Manh-Hung Nguyen, Ching-Chun Hsiao, Wen-Huang Cheng, Ching-Chun Huang
Characteristic analysis of new four-dimensional autonomous power system and its application in color image encryption
Yining Su, Xingyuan Wang
An improved algorithm of video quality assessment by danmaku analysis
Hanyun Zhang, Dongliang Guo, Liu Wei, Junlan Nie, Shuo Li
DeepRecog: Threefold underwater image deblurring and object recognition framework for AUV vision systems
M. V. Pranav, A. V. Shreyas Madhav, Janaki Meena
Image compression and encryption algorithm based on 2D compressive sensing and hyperchaotic system
JinLong Liu, Miao Zhang, Xiaojun Tong, Zhu Wang
Lightweight feature separation, fusion and optimization networks for accurate image super-resolution
Lin Tian, Shaoshuai Gao, Guofang Tu
Watermarking techniques for three-dimensional (3D) mesh models: a survey
Modigari Narendra, M L Valarmathi, L Jani Anbarasi
Developing novel video coding model using modified dual-tree wavelet-based multi-resolution technique
S. S. Nithin, L. K. Padma Suresh, S. H. Krishnaveni, P. Muthukumar
A novel SPLIT-SIM approach for efficient image retrieval
Aiswarya S Kumar, Jyothisha J Nair
Unsupervised adversarial image retrieval
Ling Huang, Cong Bai, Yijuan Lu, Shaobo Zhang, Shengyong Chen