Volume 18, Number 1s, February 2022
Deep Learning-based Smart Predictive Evaluation for Interactive Multimedia-enabled Smart Healthcare.

Zhihan Lv Zengchen Yu Shuxuan Xie Atif Alamri

Mask or Non-Mask? Robust Face Mask Detector via Triplet-Consistency Representation Learning.

Chun-Wei Yang Thanh Hai Phung Hong-Han Shuai Wen-Huang Cheng

TT-TSVD: A Multi-modal Tensor Train Decomposition with Its Application in Convolutional Neural Networks for Smart Healthcare.

Debin Liu Laurence T. Yang Puming Wang Ruonan Zhao Qingchen Zhang

A Convolutional Neural Network Model Using Weighted Loss Function to Detect Diabetic Retinopathy.

Mehedi Masud Mohammed F. Alhamid Yin Zhang

A Multi-feature and Time-aware-based Stress Evaluation Mechanism for Mental Status Adjustment.

Min Chen Wenjing Xiao Miao Li Yixue Hao Long Hu Guangming Tao

Special Section on AI-empowered Multimedia Data Analytics for Smart Healthcare.

M. Shamim Hossain Rita Cucchiara Ghulam Muhammad Diana Patricia Tobón Vallejo Abdulmotaleb El-Saddik

From Coarse to Fine: Hierarchical Structure-aware Video Summarization.

Wenxu Li Gang Pan Chen Wang Zhen Xing Zhenjun Han

ECCNAS: Efficient Crowd Counting Neural Architecture Search.

Yabin Wang Zhiheng Ma Xing Wei Shuai Zheng Yaowei Wang Xiaopeng Hong

Exploring Relations in Untrimmed Videos for Self-Supervised Learning.

Dezhao Luo Yu Zhou Bo Fang Yucan Zhou Dayan Wu Weiping Wang

Fine-Grained Adversarial Semi-Supervised Learning.

Daniele Mugnai Federico Pernici Francesco Turchini Alberto Del Bimbo

Instance Correlation Graph for Unsupervised Domain Adaptation.

Lei Wu Hefei Ling Yuxuan Shi Baiyan Zhang

Fine-grained Human Analysis under Occlusions and Perspective Constraints in Multimedia Surveillance.

Rita Cucchiara Matteo Fabbri

Fine-grained Image Classification via Multi-scale Selective Hierarchical Biquadratic Pooling.

Min Tan Fu Yuan Jun Yu Guijun Wang Xiaoling Gu

Rectified Meta-learning from Noisy Labels for Robust Image-based Plant Disease Classification.

Deming Zhai Ruifeng Shi Junjun Jiang Xianming Liu

Age-Invariant Face Recognition by Multi-Feature Fusionand Decomposition with Self-attention.

Chenggang Yan Lixuan Meng Liang Li Jiehua Zhang Zhan Wang Jian Yin Jiyong Zhang Yaoqi Sun Bolun Zheng

Seeing Crucial Parts: Vehicle Model Verification via a Discriminative Representation Model.

Liqian Liang Congyan Lang Zun Li Jian Zhao Tao Wang Songhe Feng

JoT-GAN: A Framework for Jointly Training GAN and Person Re-Identification Model.

Zhongwei Zhao Ran Song Qian Zhang Peng Duan Youmei Zhang

BiRe-ID: Binary Neural Network for Efficient Person Re-ID.

Sheng Xu Chang Liu Baochang Zhang Jinhu Lü Guodong Guo David S. Doermann

Hybrid Modality Metric Learning for Visible-Infrared Person Re-Identification.

La Zhang Haiyun Guo Kuan Zhu Honglin Qiao Gaopan Huang Sen Zhang Huichen Zhang Jian Sun Jinqiao Wang

Introduction to the Special Issue on Fine-Grained Visual Recognition and Re-Identification.

Shiliang Zhang Guorong Li Weigang Zhang Qingming Huang Tiejun Huang Mubarak Shah Nicu Sebe


Volume 18, Number 3, August 2022
Towards Integrating Image Encryption with Compression: A Survey.

Kedar Nath Singh Amit Kumar Singh

Scribble-Supervised Meibomian Glands Segmentation in Infrared Images.

Xiaoming Liu Shuo Wang Ying Zhang Quan Yuan

Deep Illumination-Enhanced Face Super-Resolution Network for Low-Light Images.

Kehua Guo Min Hu Sheng Ren Fangfang Li Jian Zhang Haifu Guo Xiaoyan Kui

Blockchain-Based Audio Watermarking Technique for Multimedia Copyright Protection in Distribution Networks.

Iynkaran Natgunanathan Purathani Praitheeshan Longxiang Gao Yong Xiang Lei Pan

A Format-compatible Searchable Encryption Scheme for JPEG Images Using Bag-of-words.

Zhihua Xia Qiuju Ji Qi Gu Chengsheng Yuan Fengjun Xiao

Improving Crowd Density Estimation by Fusing Aerial Images and Radio Signals.

Kai-Wei Yang Yen-Yun Huang Jen-Wei Huang Ya-Rou Hsu Chang-Lin Wan Hong-Han Shuai Li-Chun Wang Wen-Huang Cheng

When Pairs Meet Triplets: Improving Low-Resource Captioning via Multi-Objective Optimization.

Yike Wu Shiwan Zhao Ying Zhang Xiaojie Yuan Zhong Su

Multilayer Video Encoding for QoS Managing of Video Streaming in VANET Environment.

Bechir Alaya Lamaa Sellami

Distributed Gateway Selection for Video Streaming in VANET Using IP Multicast.

Debanjan Roy Chowdhury Sukumar Nandi Diganta Goswami

Skeleton Sequence and RGB Frame Based Multi-Modality Feature Fusion Network for Action Recognition.

Xiaoguang Zhu Ye Zhu Haoyu Wang Honglin Wen Yan Yan Peilin Liu

GraSP: Local Grassmannian Spatio-Temporal Patterns for Unsupervised Pose Sequence Recognition.

Himanshu Buckchash Balasubramanian Raman

A Multimodal Framework for Large-Scale Emotion Recognition by Fusing Music and Electrodermal Activity Signals.

Guanghao Yin Shouqian Sun Dian Yu Dejian Li Kejun Zhang

Matching Faces and Attributes Between the Artistic and the Real Domain: the PersonArt Approach.

Marcella Cornia Matteo Tomei Lorenzo Baraldi Rita Cucchiara

Inner Knowledge-based Img2Doc Scheme for Visual Question Answering.

Qun Li Fu Xiao Bir Bhanu Biyun Sheng Richang Hong

Recognizing Gaits Across Walking and Running Speeds.

Lingxiang Yao Worapan Kusakunniran Qiang Wu Jingsong Xu Jian Zhang

CRAR: Accelerating Stereo Matching with Cascaded Residual Regression and Adaptive Refinement.

Linghua Zeng Xinmei Tian

Objective Object Segmentation Visual Quality Evaluation: Quality Measure and Pooling Method.

Ran Shi Jing Ma King Ngi Ngan Jian Xiong Tong Qiao

Domain-invariant Graph for Adaptive Semi-supervised Domain Adaptation.

Jinfeng Li Weifeng Liu Yicong Zhou Jun Yu Dapeng Tao Changsheng Xu

Enhanced 3D Shape Reconstruction With Knowledge Graph of Category Concept.

Guofei Sun Yongkang Wong Mohan S. Kankanhalli Xiangdong Li Weidong Geng

Learning Adaptive Spatial-Temporal Context-Aware Correlation Filters for UAV Tracking.

Di Yuan Xiaojun Chang Zhihui Li Zhenyu He

Shuffle-invariant Network for Action Recognition in Videos.

Qinghongya Shi Hong-Bo Zhang Zhe Li Ji-Xiang Du Qing Lei Jing-Hua Liu

Interactive Re-ranking via Object Entropy-Guided Question Answering for Cross-Modal Image Retrieval.

Rintaro Yanagi Ren Togo Takahiro Ogawa Miki Haseyama

Causal Inference with Knowledge Distilling and Curriculum Learning for Unbiased VQA.

Yonghua Pan Zechao Li Liyan Zhang Jinhui Tang


Volume 18, Number 2, May 2022
Understanding and Creating Art with AI: Review and Outlook.

Eva Cetinic James She

Music2Dance: DanceNet for Music-Driven Dance Generation.

Wenlin Zhuang Congyi Wang Jinxiang Chai Yangang Wang Ming Shao Siyu Xia

Fully Unsupervised Person Re-Identification via Selective Contrastive Learning.

Bo Pang Deming Zhai Junjun Jiang Xianming Liu

Adversarial Multi-Grained Embedding Network for Cross-Modal Text-Video Retrieval.

Ning Han Jingjing Chen Hao Zhang Huanwen Wang Hao Chen

Transform, Warp, and Dress: A New Transformation-guided Model for Virtual Try-on.

Matteo Fincato Marcella Cornia Federico Landi Fabio Cesari Rita Cucchiara

Non-Acted Text and Keystrokes Database and Learning Methods to Recognize Emotions.

Madiha Tahir Zahid Halim Atta Ur Rahman Muhammad Waqas Shanshan Tu Sheng Chen Zhu Han

Structure-aware Meta-fusion for Image Super-resolution.

Haoyu Ma Bingchen Gong Yizhou Yu

Tell, Imagine, and Search: End-to-end Learning for Composing Text and Image to Image Retrieval.

Feifei Zhang Mingliang Xu Changsheng Xu

SADnet: Semi-supervised Single Image Dehazing Method Based on an Attention Mechanism.

Ziyi Sun Yunfeng Zhang Fangxun Bao Ping Wang Xunxiang Yao Caiming Zhang

Learning Transferable Perturbations for Image Captioning.

Hanjie Wu Yongtuo Liu Hongmin Cai Shengfeng He

Moment is Important: Language-Based Video Moment Retrieval via Adversarial Learning.

Yawen Zeng Da Cao Shaofei Lu Hanling Zhang Jiao Xu Zheng Qin

Deep Semantic and Attentive Network for Unsupervised Video Summarization.

Sheng-Hua Zhong Jingxu Lin Jianglin Lu Ahmed Fares Tongwei Ren

Will You Ever Become Popular? Learning to Predict Virality of Dance Clips.

Jiahao Wang Yunhong Wang Nina Weng Tianrui Chai Annan Li Faxi Zhang Sansi Yu

An l½ and Graph Regularized Subspace Clustering Method for Robust Image Segmentation.

Jobin Francis M. Baburaj Sudhish N. George

Response Generation by Jointly Modeling Personalized Linguistic Styles and Emotions.

Teng Sun Chun Wang Xuemeng Song Fuli Feng Liqiang Nie

Generating Virtual Wire Sculptural Art from 3D Models.

Chih-Kuo Yeh Thi Ngoc Hanh Le Zhi-Ying Hou Tong-Yee Lee

Machine Learning Based Content-Agnostic Viewport Prediction for 360-Degree Video.

Sam Van Damme Maria Torres Vega Filip De Turck

Cascaded Structure-Learning Network with Using Adversarial Training for Robust Facial Landmark Detection.

Shenming Feng Xingzhong Nong Haifeng Hu

Uni-EDEN: Universal Encoder-Decoder Network by Multi-Granular Vision-Language Pre-training.

Yehao Li Jiahao Fan Yingwei Pan Ting Yao Weiyao Lin Tao Mei

An Effective Forest Fire Detection Framework Using Heterogeneous Wireless Multimedia Sensor Networks.

Burak Kizilkaya Enver Ever Hakan Yekta Yatbaz Adnan Yazici

Learning from Temporal Spatial Cubism for Cross-Dataset Skeleton-based Action Recognition.

Yansong Tang Xingyu Liu Xumin Yu Danyang Zhang Jiwen Lu Jie Zhou

Evaluation of an Intervention Program Based on Mobile Apps to Learn Sexism Prevention in Teenagers.

Pedro Morillo José J. Navarro-Pérez Juan M. Orduña Marcos Fernández

Efficient Light Field Image Compression with Enhanced Random Access.

Hadi Amirpour António M. G. Pinheiro Manuela Pereira Fernando J. P. Lopes Mohammed Ghanbari


Volume 18, Number 1, January 2022
Privacy-preserving Motion Detection for HEVC-compressed Surveillance Video.

Changming Liu Xiaojing Ma Sixing Cao Jiayun Fu Bin B. Zhu

Authentication of LINE Chat History Files by Information Hiding.

Da-Chun Wu Yu-Tsung Hsu

LogoDet-3K: A Large-scale Image Dataset for Logo Detection.

Jing Wang Weiqing Min Sujuan Hou Shengnan Ma Yuanjie Zheng Shuqiang Jiang

Robust Unsupervised Gaze Calibration Using Conversation and Manipulation Attention Priors.

Rémy Siegfried Jean-Marc Odobez

Optimizing Immersive Video Coding Configurations Using Deep Learning: A Case Study on TMIV.

Chih-Fan Hsu Tse-Hou Hung Cheng-Hsin Hsu

RD-IOD: Two-Level Residual-Distillation-Based Triple-Network for Incremental Object Detection.

Dongbao Yang Yu Zhou Wei Shi Dayan Wu Weiping Wang

An Empirical Method for Causal Inference of Constructs for QoE in Haptic-Audiovisual Communications.

Shuji Tasaka

Hyperspectral Image Reconstruction Using Multi-scale Fusion Learning.

Xian-Hua Han Yinqiang Zheng Yen-Wei Chen

Defining Scents: A Systematic Literature Review of Olfactory-based Computing Systems.

Amanda K. Holloman Chris S. Crawford

CAPTAIN: Comprehensive Composition Assistance for Photo Taking.

Farshid Farhat Mohammad Mahdi Kamani James Z. Wang

Diversely-Supervised Visual Product Search.

William Thong Cees G. M. Snoek

Mimicking Individual Media Quality Perception with Neural Network based Artificial Observers.

Lohic Fotio Tiotsop Tomas Mizdos Marcus Barkowsky Peter Pocta Antonio Servetti Enrico Masala

Mask-Guided Deformation Adaptive Network for Human Parsing.

Aihua Mao Yuan Liang Jianbo Jiao Yongtuo Liu Shengfeng He

Learning Hierarchical Video Graph Networks for One-Stop Video Delivery.

Yaguang Song Junyu Gao Xiaoshan Yang Changsheng Xu

The Impact of Artificial Intelligence on the Creativity of Videos.

Ana Daniela Peres Rebelo Guedes De Oliveira Inês D. E. Verboom Damion

Facial-expression-aware Emotional Color Transfer Based on Convolutional Neural Network.

Shiguang Liu Huixin Wang Min Pei

A Novel Multi-Modal Network-Based Dynamic Scene Understanding.

Md Azher Uddin Joolekha Bibi Joolee Young-Koo Lee Kyung-Ah Sohn

Multi-feature Fusion VoteNet for 3D Object Detection.

Zhoutao Wang Qian Xie Mingqiang Wei Kun Long Jun Wang

MMSUM Digital Twins: A Multi-view Multi-modality Summarization Framework for Sporting Events.

Samah Aloufi Abdulmotaleb El-Saddik

TTV Regularized LRTA Technique for the Estimation of Haze Model Parameters in Video Dehazing.

Baiju P. S. Sudhish N. George

Modeling the User Experience of Watching 360° Videos with Head-Mounted Displays.

Ching-Ling Fan Tse-Hou Hung Cheng-Hsin Hsu

Online Learning for Adaptive Video Streaming in Mobile Networks.

Theodoros Karagkioules Georgios S. Paschos Nikolaos Liakopoulos Attilio Fiandrotti Dimitrios Tsilimantos Marco Cagnazzo

Sparse LIDAR Measurement Fusion with Joint Updating Cost for Fast Stereo Matching.

Peng Yao Jieqing Feng