Data & Knowledge Engineering
School of ITEE

Multimedia and Pattern Recognition

Our research on multimedia and pattern recognition includes designing innovative methods to collect, manage, index, analyse, and search big multimedia data, with scalable algorithms to recognize and understand multimedia content for many practical applications.

Publications

Title Year Authors Venue
Deep adaptive feature embedding with local sample distributions for person re-identification 2018 Lin Wu, Yang Wang, Junbin Gao, Xue Li Pattern Recognition
A Survey on Learning to Hash 2017 Jingdong Wang, Ting Zhang, Jingkuan Song, Nicu Sebe, Heng Tao Shen IEEE Transactions on Pattern Analysis and Machine Intelligence
Adaptively Attending to Visual Attributes and Linguistic Knowledge for Captioning 2017 Yi Bin, Yang Yang, Jie Zhou, Zi Huang, Heng Tao Shen ACM International Conference on Multimedia
An Integrated Model for Effective Saliency Prediction 2017 Xiaoshuai Sun, Zi Huang, Hongzhi Yin, Heng Tao Shen AAAI Conference on Artificial Intelligence
Asymmetric Binary Coding for Image Search 2017 Fumin Shen, Yang Yang, Li Liu, Wei Liu, Dacheng Tao, Heng Tao Shen IEEE Transactions on Multimedia
Asymmetric Sparse Hashing 2017 Xin Gao, Fumin Shen, Yang Yang, Xing Xu, Hanxi Li, Heng Tao Shen IEEE International Conference on Multimedia and Expo
Attribute Hashing for Zero-Shot Image Retrieval 2017 Yahui Xu, Yang Yang, Fumin Shen, Yuxuan Zhou, Xing Xu, Heng Tao Shen IEEE International Conference on Multimedia and Expo
Bilinear Optimized Product Quantization for Scalable Visual Content Analysis 2017 Litao Yu, Zi Huang, Fumin Shen, Jingkuan Song, Heng Tao Shen, Xiaofang Zhou IEEE Transactions on Image Processing
Classification by Retrieval: Binarizing Data and Classifier 2017 Fumin Shen, Yadong Mu, Yang Yang, Wei Liu, Li Liu, Jingkuan Song, Heng Tao Shen ACM International Conference on Research and Development in Information Retrieval
Compositional Model based Fisher Vector Coding for Image Classification 2017 Lingqiao Liu, Peng Wang, Chunhua Shen, Lei Wang, Anton van den Hengel, Chao Wang, Heng Tao Shen IEEE Transactions on Pattern Analysis and Machine Intelligence
Compressive Representation for Device-Free Activity Recognition with Passive RFID Signal Strength 2017 Lina Yao, Quan Z Sheng, Xue Li, Tao Gu, Mingkui Tan, Xianzhi Wang, Wan Zou IEEE Transactions on Mobile Computing
Cosmetic-Vis: Sample-based 3D Facial Editor for Cosmetic Medical Visualization 2017 Mengyuan Ren, Ning Xie, Yang Yang, Heng Tao Shen SIGGRAPH Conference on Computer Graphics and Interactive Techniques
Deep Asymmetric Pairwise Hashing 2017 Fumin Shen, Xin Gao, Li Liu, Yang Yang, Heng Tao Shen ACM International Conference on Multimedia
Discrete Multi-modal Hashing with Canonical Views for Robust Mobile Landmark Search 2017 Lei Zhu, Zi Huang, Xiaobai Liu, Xiangnan He, Jingkuan Song, Xiaofang Zhou The Computing Research Repository
Discrete Multimodal Hashing With Canonical Views for Robust Mobile Landmark Search 2017 Lei Zhu, Zi Huang, Xiaobai Liu, Xiangnan He, Jiande Sun, Xiaofang Zhou IEEE Transactions on Multimedia
Discrete Nonnegative Spectral Clustering 2017 Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen, Xuelong Li IEEE Transactions on Knowledge and Data Engineering
Editorial: Good practices in multimedia modeling 2017 Yang Yang, Richang Hong, Benoit Huet, Heng Tao Shen Neurocomputing
Efficient Binary Coding for Subspace-based Query-by-Image Video Retrieval 2017 Ruicong Xu, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen ACM International Conference on Multimedia
Event Video Mashup: from Hundreds of Videos to Minutes of Skeleton 2017 Lianli Gao, Peng Wang, Jingkuan Song, Zi Huang, Jie Shao, Heng Tao Shen AAAI Conference on Artificial Intelligence
Exploiting Detected Visual Objects for Frame-level Video Filtering 2017 Xingzhong Du, Hongzhi Yin, Zi Huang, Yi Yang, Xiaofang Zhou World Wide Web
Exploring Consistent Preferences: Discrete Hashing with Pair-Exemplar for Scalable Landmark Search 2017 Lei Zhu, Zi Huang, Xiaojun Chang, Jingkuan Song, Heng Tao Shen ACM International Conference on Multimedia
Hashing with Angular Reconstructive Embeddings 2017 Mengqiu Hu, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen IEEE Transactions on Image Processing
Hierarchical Latent Concept Discovery for Video Event Detection 2017 Chao Li, Zi Huang, Yang Yang, Jiewei Cao, Xiaoshuai Sun, Heng Tao Shen IEEE Transactions on Image Processing
Hierarchical LSTM with Adjusted Temporal Attention for Video Captioning 2017 Jingkuan Song, Zhao Guo, Wu Liu, Dongxiang Zhang, Heng Tao Shen, Lianli Gao International Joint Conference on Artificial Intelligence
Learning Discriminative Binary Codes for Large-scale Cross-modal Retrieval 2017 Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen IEEE Transactions on Image Processing
Leveraging Weak Semantic Relevance for Complex Video Event Classification 2017 Chao Li, Jiewei Cao, Zi Huang, Lei Zhu, Heng Tao Shen International Conference on Computer Vision
Local Deep Descriptors in Bag-of-Words for Image Retrieval 2017 Jiewei Cao, Zi Huang, Heng Tao Shen Thematic Workshops of ACM Multimedia 2017
Matrix Tri-Factorization with Manifold Regularizations for Zero-shot Learning 2017 Xing Xu, Fumin Shen, Yang Yang, Dongxiang Zhang, Heng Tao Shen, Jingkuan Song IEEE Conference on Computer Vision and Pattern Recognition
Mobi-SAGE: A Sparse Additive Generative Model for Mobile App Recommendation 2017 Hongzhi Yin, Liang Chen, Weiqing Wang, Xingzhong Du, Nguyen Quoc Viet Hung, Xiaofang Zhou IEEE International Conference on Data Engineering
Multi-attention Network for One Shot Learning 2017 Peng Wang, Lingqiao Liu, Chunhua Shen, Zi Huang, Anton van den Hengel, Heng Tao Shen IEEE Conference on Computer Vision and Pattern Recognition
POI Popularity Prediction via Hierarchical Fusion of Multiple Social Clues 2017 Yaqian Duan, Xinze Wang, Yang Yang, Zi Huang, Ning Xie, Heng Tao Shen ACM International Conference on Research and Development in Information Retrieval
Robust Discrete Code Modeling for Supervised Hashing 2017 Yadan Luo, Yang Yang, Fumin Shen, Zi Huang, Pan Zhou, Heng Tao Shen Pattern Recognition
Robust Web Image Annotation via Exploring Multi-facet and Structural Knowledge 2017 Mengqiu Hu, Yang Yang, Fumin Shen, Luming Zhang, Heng Tao Shen, Xuelong Li IEEE Transactions on Image Processing
Structured Learning of Binary Codes with Column Generation 2017 Guosheng Lin, Fayao Liu, Chunhua Shen, Jianxin Wu, Heng Tao Shen International Journal of Computer Vision
Transductive Visual-Semantic Embedding for Zero-shot Learning 2017 Xing Xu, Fumin Shen, Yang Yang, Jie Shao, Zi Huang ACM International Conference on Multimedia Retrieval
Two Birds One Stone: On both Cold-Start and Long-Tail Recommendation 2017 Jingjing Li, Ke Lu, Zi Huang, Heng Tao Shen ACM International Conference on Multimedia
Unsupervised Cross-modal Retrieval through Adversarial Learning 2017 Li He, Xing Xu, Huimin Lu, Yang Yang, Fumin Shen, Heng Tao Shen IEEE International Conference on Multimedia and Expo
Unveiling Correlations via Mining Human-Thing Interactions in the Web of Things 2017 Lina Yao, Quan Z Sheng, Anne H. Ngu, Xue Li, Boualem Benatallah ACM Transactions on Intelligent Systems and Technology
Videos Captioning with Attention-based LSTM and Semantic Consistency 2017 Lianli Gao, Zhao Guo, Hanwang Zhang, Xing Xu, Heng Tao Shen IEEE Transactions on Multimedia
A Distance-Computation-Free Search Scheme for Binary Code Databases 2016 Jingkuan Song, Heng Tao Shen, Jianfeng Wang, Zi Huang, Nicu Sebe, Jingdong Wang IEEE Transactions on Multimedia
A Fast Optimization Method for General Binary Code Learning 2016 Fumin Shen, Xiang Zhou, Yang Yang, Jingkuan Song, Heng Tao Shen, Dacheng Tao IEEE Transactions on Image Processing
A Unified Framework for Discrete Spectral Clustering 2016 Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen International Joint Conference on Artificial Intelligence
Advanced Data Mining and Applications - 12th International Conference, ADMA 2016, Gold Coast, QLD, Australia, December 12-15, 20 2016 Jinyan Li, Xue Li, Shuliang Wang, Jianxin Li, Quan Z Sheng International Conference on Advanced Data Mining and Applications
Attention-based LSTM with Semantic Consistency for Videos Captioning 2016 Zhao Guo, Lianli Gao, Jingkuan Song, Xing Xu, Jie Shao, Heng Tao Shen ACM International Conference on Multimedia
Beyond Frame-level CNN: Saliency-aware 3D CNN with LSTM for Video Action Recognition 2016 Xuanhan Wang, Lianli Gao, Jingkuan Song, Heng Tao Shen IEEE Signal Processing Letters
Bidirectional Long-Short Term Memory for Video Description 2016 Yi Bin, Yang Yang, Fumin Shen, Xing Xu, Heng Tao Shen ACM International Conference on Multimedia
Binary Subspace Coding for Query-by-Image Video Retrieval 2016 Ruicong Xu, Yang Yang, Yadan Luo, Fumin Shen, Zi Huang, Heng Tao Shen CoRR
Classification Based on Compressive Multivariate Time Series 2016 Chandra Prasetyo Utomo, Xue Li, Sen Wang Australasian Database Conference
Classification with Quantification for Air Quality Monitoring 2016 Sanad Al-Maskari, Eve Belisle, Xue Li, Sebastien Le Digabel, Amin Nawahda, Jiang Zhong Pacific-Asia Conference on Knowledge Discovery and Data Mining
Compact representation for large-scale unconstrained video analysis 2016 Sen Wang, Pingbo Pan, Guodong Long, Weitong Chen, Xue Li, Quan Z Sheng World Wide Web
Cross-modal Retrieval with Label Completion 2016 Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen, Li He, Jingkuan Song ACM International Conference on Multimedia
Discriminant Cross-modal Hashing 2016 Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen ACM International Conference on Multimedia Retrieval
Dual Diversified Dynamical Gaussian Process Latent Variable Model for Video Repairing 2016 Hao Xiong, Tongliang Liu, Dacheng Tao, Heng Tao Shen IEEE Transactions on Image Processing
Exploiting Depth from Single Monocular Images for Object Detection and Semantic Segmentation 2016 Yuanzhouhan Cao, Chunhua Shen, Heng Tao Shen IEEE Transactions on Image Processing
Exploiting Rich Contents for Personalized Video Recommendation 2016 Xingzhong Du, Hongzhi Yin, Ling Chen, Yang Wang, Yi Yang, Xiaofang Zhou CoRR
Face Image Classification by Pooling Raw Features 2016 Fumin Shen, Chunhua Shen, Xiang Zhou, Yang Yang, Heng Tao Shen Pattern Recognition
Graph-without-cut: An Ideal Graph Learning for Image Segmentation 2016 Lianli Gao, Jingkuan Song, Feiping Nie, Nicu Sebe, Heng Tao Shen AAAI Conference on Artificial Intelligence
Guest editorial: web multimedia semantic inference using multi-cues 2016 Yahong Han, Yi Yang, Xiaofang Zhou World Wide Web
Guest editorial: web of things 2016 Quan Z Sheng, Xue Li, Anne H. Ngu, Yongrui Qin, Dong Xie Information Systems Frontiers
Hi, Detector, What's Wrong with That Object ? Identifying Irregular Object From Images by Modelling the Detection Score Distribu 2016 Peng Wang, Lingqiao Liu, Chunhua Shen, Zi Huang, Anton van den Hengel, Heng Tao Shen IEEE Conference on Computer Vision and Pattern Recognition
Learning Binary Codes and Binary Weights for Efficient Classification 2016 Fumin Shen, Yadong Mu, Wei Liu, Yang Yang, Heng Tao Shen CoRR
Learning from Less for Better: Semi-Supervised Activity Recognition via Shared Structures Discovery 2016 Lina Yao, Feiping Nie, Quan Z Sheng, Tao Gu, Xue Li, Sen Wang ACM International Joint Conference on Pervasive and Ubiquitous Computing
Multi-Task Support Vector Machines for Feature Selection 2016 Sen Wang, Xiaojun Chang, Xue Li, Quan Z Sheng, Weitong Chen Signal Processing
Multi-task support vector machines for feature selection with shared knowledge discovery 2016 Sen Wang, Xiaojun Chang, Xue Li, Quan Z Sheng, Weitong Chen Signal Processing
Multi-view ensemble learning for dementia diagnosis from neuroimaging: An artificial neural network approach 2016 Jiajun Liu, Shuo Shang, Kai Zheng, Ji-Rong Wen Neurocomputing
Optimized Graph Learning using Partial Tags and Multiple Features for Image and Video Annotation 2016 Jingkuan Song, Lianli Gao, Feiping Nie, Heng Tao Shen, Nicu Sebe IEEE Transactions on Image Processing
Order-aware Convolutional Pooling for Video Based Action Recognition 2016 Peng Wang, Lingqiao Liu, Chunhua Shen, Heng Tao Shen CoRR
Proceedings of the SIGMOD 2016 PhD Symposium 2016 Eduard C. Dragut, Heng Tao Shen ACM SIGMOD International Conference on Management of Data
Quartet-net Learning for Visual Instance Retrieval 2016 Jiewei Cao, Zi Huang, Peng Wang, Chao Li, Xiaoshuai Sun, Heng Tao Shen ACM International Conference on Multimedia
Recurrent Image Captioner: Describing Images with Spatial-Invariant Transformation and Attention Filtering 2016 Hao Liu, Yang Yang, Fumin Shen, Lixin Duan, Heng Tao Shen CoRR
Robust Cross-view Hashing for Multimedia Retrieval 2016 Xiao-Bo Shen, Fumin Shen, Quan-Sen Sun, Yun-Hao Yuan, Heng Tao Shen IEEE Signal Processing Letters
Robust Discrete Spectral Hashing for Large-Scale Image Semantic Indexing 2016 Yang Yang, Fumin Shen, Heng Tao Shen, Hanxi Li, Xuelong Li IEEE Transactions on Big Data
Robust spatial-temporal deep model for multimedia event detection 2016 Litao Yu, Xiaoshuai Sun, Zi Huang Neurocomputing
Scalable Video Event Retrieval by Visual State Binary Embedding 2016 Litao Yu, Zi Huang, Jiewei Cao, Heng Tao Shen IEEE Transactions on Multimedia
Semi-paired Discrete Hashing: Learning Latent Hash Codes for Semi-paired Cross-view Retrieval 2016 Xiao-Bo Shen, Fumin Shen, Quan-Sen Sun, Yang Yang, Yun-Hao Yuan, Heng Tao Shen IEEE Transactions on Cybernetics
Supervised Robust Discrete Multimodal Hashing for Cross-Media Retrieval 2016 Ting-Kun Yan, Xin-Shun Xu, Shanqing Guo, Zi Huang, Xiaolin Wang ACM International Conference on Information and Knowledge Management
Temporal Pyramid Pooling Based Convolutional Neural Networks for Action Recognition 2016 Peng Wang, Yuanzhouhan Cao, Chunhua Shen, Lingqiao Liu, Heng Tao Shen IEEE Transactions on Circuits and Systems for Video Technology
Uncovering Locally Discriminative Structure for Feature Analysis 2016 Sen Wang, Feiping Nie, Xiaojun Chang, Xue Li, Quan Z Sheng, Lina Yao European Conference on Machine Learning and Knowledge Discovery in Databases
Using Detected Visual Objects to Index Video Database 2016 Xingzhong Du, Hongzhi Yin, Zi Huang, Yi Yang, Xiaofang Zhou Australasian Database Conference
Web Video Event Recognition by Semantic Analysis from Ubiquitous Documents 2016 Litao Yu, Yang Yang, Zi Huang, Peng Wang, Jingkuan Song, Heng Tao Shen IEEE Transactions on Image Processing
Where to Focus: Query Adaptive Matching for Instance Retrieval Using Convolutional Feature Maps 2016 Jiewei Cao, Lingqiao Liu, Peng Wang, Zi Huang, Chunhua Shen, Heng Tao Shen CoRR
Zero-Shot Hashing via Transferring Supervised Knowledge 2016 Yang Yang, Yadan Luo, Weilun Chen, Fumin Shen, Jie Shao, Heng Tao Shen ACM International Conference on Multimedia
A Convex Formulation for Spectral Shrunk Clustering 2015 Xiaojun Chang, Feiping Nie, Zhigang Ma, Yi Yang, Xiaofang Zhou AAAI Conference on Artificial Intelligence
An Integrated Bayesian Approach for Effective Multi-Truth Discovery 2015 Xianzhi Wang, Michael Q.Z. Sheng, Xiu Susie Fang, Lina Yao, Xiaofei Xu, Xue Li ACM International Conference on Information and Knowledge Management
Approximate Truth Discovery via Problem Scale Reduction 2015 Xianzhi Wang, Michael Q.Z. Sheng, Xiu Susie Fang, Xue Li, Xiaofei Xu, Lina Yao ACM International Conference on Information and Knowledge Management
Compound Rank-k Projections for Bilinear Analysis 2015 Xiaojun Chang, Feiping Nie, Sen Wang, Yi Yang, Xiaofang Zhou, Chengqi Zhang IEEE Transactions on Neural Networks & Learning Systems
Guest Editorial: Ad Hoc Web Multimedia Analysis with Limited Supervision 2015 Yahong Han, Yi Yang, Jingdong Wang Multimedia Tools and Applications
Hashing on Nonlinear Manifolds 2015 Fumin Shen, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, Zhenmin Tang, Heng Tao Shen IEEE Transactions on Image Processing
Indexing Evolving Events from Tweet Streams 2015 Hongyun Cai, Zi Huang, Divesh Srivistava, Qing Zhang IEEE Transactions on Knowledge and Data Engineering
Learning Binary Codes for Maximum Inner Product Search 2015 Fumin Shen, Wei Lu, Shaoting Zhang, Yang Yang, Heng Tao Shen International Conference on Computer Vision
Max-Margin Adaptive Model for Complex Video Pattern Recognition 2015 Litao Yu, Jie Shao, Xin-Shun Xu, Heng Tao Shen Multimedia Tools and Applications
Multi-Label Classification via Learning a Unified Object-Label Graph with Sparse Representation 2015 Lina Yao, Michael Q.Z. Sheng, Anne H. Ngu, B. J. Gao, Xue Li, Sen Wang World Wide Web
Multi-Task Spectral Clustering by Exploring Inter-Task Correlation 2015 Yang Yang, Zhigang Ma, Yi Yang, Feiping Nie, Heng Tao Shen IEEE Transactions on Cybernetics
Multitask Spectral Clustering by Exploring Intertask Correlation 2015 Yang Yang, Zhigang Ma, Yi Yang, Feiping Nie, Heng Tao Shen IEEE Transactions on Cybernetics
Online Activity Recognition via Dictionary-based Sparse Representation of RFID Sensing Data 2015 Lina Yao, Michael Q.Z. Sheng, Xue Li, Sen Wang, Wenjie Ruan, Wan Zou IEEE International Conference on Data Mining
Optimal graph learning with partial tags and multiple features for image and video annotation 2015 Lianli Gao, Jingkuan Song, Feiping Nie, Yan Yan, Nicu Sebe, Heng Tao Shen IEEE Conference on Computer Vision and Pattern Recognition
Optimized Cartesian K-means 2015 Jianfeng Wang,  Jingdong Wang, Jingkuan Song, Xin-Shun Xu, Heng Tao Shen, Shipeng Li IEEE Transactions on Knowledge and Data Engineering
Proceedings of the 2015 ACM SIGMOD PhD Symposium, Melbourne, VIC, Australia, May 31 - June 04, 2015 2015 Pablo Barceló, Heng Tao Shen,  ACM SIGMOD International Conference on Management of Data
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26 - 30, 2015 2015 Xiaofang Zhou, Alan F. Smeaton, Qi Tian, Dick C.A. Bulterman, Heng Tao Shen, Ketan Mayer-Patel, Shuicheng Yan ACM International Conference on Multimedia
Representation for Large-Scale Unconstrained Video Analysis 2015 Sen Wang, Xue Li, Michael Sheng World Wide Web
RF-Care: Device-Free Posture Recognition for Elderly People Using A Passive RFID Tag Array 2015 Lina Yao, Quan Z Sheng, Wenjie Ruan, Tao Gu, Xue Li, Nick Falkner, Zhi Yang EAI Endorsed Transactions on Ambient Systems
Robust regression based face recognition with fast outlier removal 2015 Fumin Shen, Wankou Yang, Hanxi Li, Hanwang Zhang, Heng Tao Shen Multimedia Tools and Applications
Semisupervised Feature Selection via Spline Regression for Video Semantic Recognition 2015 Yahong Han, Yi Yang, Yan Yan, Zhigang Ma, Nicu Sebe, Xiaofang Zhou IEEE Transactions on Neural Networks & Learning Systems
Social event identification and ranking on flickr 2015 Xuefei Li, Hongyun Cai, Zi Huang, Yang Yang, Xiaofang Zhou World Wide Web
Spatial-aware Multimodal Location Estimation for Social Images 2015 Jiewei Cao, Zi Huang, Yang Yang ACM International Conference on Multimedia
Supervised Discrete Hashing 2015 Fumin Shen, Chunhua Shen, Wei Liu, Heng Tao Shen IEEE Conference on Computer Vision and Pattern Recognition
Tag Features for Geo-Aware Image Classification 2015 Shuai Liao, Xirong Li, Heng Tao Shen, Yang Yang, Xiaoyong Du IEEE Transactions on Multimedia
Things of Interest Recommendation by Leveraging Heterogeneous Relations in the Internet of Things 2015 Lina Yao, Michael Q.Z. Sheng, Anne H. Ngu, Xue Li ACM Transactions on Internet Technology
Unsupervised Feature Analysis with Class Margin Optimization, European Conference on Machine Learning and Principles and Practic 2015 Sen Wang, Feiping Nie, Xiaojun Chang, Lina Yao, Xue Li, Michael Q.Z. Sheng European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases
Zero-shot Image Categorization by Image Correlation Exploration 2015 Lianli Gao, Jingkuan Song, Junming Shao, Xiaofeng Zhu, Heng Tao Shen ACM International Conference on Multimedia Retrieval
A Convex Formulation for Semi-supervised Multi-Label Feature Selection 2014 Xiaojun Chang, Feiping Nie, Yi Yang, Heng Huang AAAI Conference on Artificial Intelligence
A Convex Sparse PCA for Feature Analysis 2014 Xiaojun Chang, Feiping Nie, Yi Yang, Heng Huang CoRR
A Discriminative CNN Video Representation for Event Detection 2014 Zhongwen Xu, Yi Yang, Alexander G. Hauptmann CoRR
A Sparse Embedding and Least Variance Encoding Approach to Hashing 2014 Xiaofeng Zhu, Lei Zhang, Zi Huang IEEE Transactions on Image Processing
An Effective Approach to Handling Noise and Drift in Electronic Noses 2014 Sanad Al-Maskari, Xue Li, Qihe Liu Australasian Database Conference
An Effective Approach to Offline Arabic Handwriting Recognition 2014 Jafaar Al Abodi, Xue Li Journal of Computers and Electrical Engineering
Augmenting Image Descriptions Using Structured Prediction Output 2014 Yahong Han, Xingxing Wei, Xiaochun Cao, Yi Yang, Xiaofang Zhou IEEE Transactions on Multimedia
Balanced k-Means and Min-Cut Clustering 2014 Xiaojun Chang, Feiping Nie, Zhigang Ma, Yi Yang CoRR
Business Process Management - 12th International Conference, BPM 2014, Haifa, Israel, September 7-11, 2014. Proceedings 2014 Shazia Sadiq, Pnina Soffer, Hagen Volzer Lecture Notes in Computer Science
Clustering-Guided Sparse Structural Learning for Unsupervised Feature Selection 2014 Zechao Li, Jing Liu, Yi Yang, Xiaofang Zhou, Hanqing Lu IEEE Transactions on Knowledge and Data Engineering
Cross-media relevance mining for evaluating text-based image search engine 2014 Zhongwen Xu, Yi Yang, Ashraf A. Kassim, Shuicheng Yan IEEE International Conference on Multimedia and Expo
Decomposable Nonlocal Tensor Dictionary Learning for Multispectral Image Denoising 2014 Yi Peng, Deyu Meng, Zongben Xu, Chengqiang Gao, Yi Yang, Biao Zhang IEEE Conference on Computer Vision and Pattern Recognition
Effectively Indexing the Multi-dimensional Uncertain Objects 2014 Ying Zhang, Wenjie Zhang, Qianlu Qin, Xuemin Lin, Heng Tao Shen IEEE Transactions on Data and Knowledge Engineering
Event Detection using Multi-Level Relevance Labels and Multiple Features 2014 Zhongwen Xu, Ivor Tsang, Yi Yang, Zhigang Ma, Alexander G. Hauptmann IEEE Conference on Computer Vision and Pattern Recognition
Face Identification with Second-Order Pooling 2014 Fumin Shen, Chunhua Shen, Heng Tao Shen arXiv
Face Image Classification by Pooling Raw Features 2014 Fumin Shen, Chunhua Shen, Heng Tao Shen arXiv
Graph-based Clustering and Ranking for Diversified Image Search 2014 Yan Yan, Gaowen Liu, Sen Wang, Jian Zhang, Kai Zheng Multimedia Systems
Guest Editorial Special Section on Socio-Mobile Media Analysis and Retrieval 2014 Alberto Del Bimbo, K. Selçuk Candan, Yu-Gang Jiang, Jiebo Luo, Tao Mei, Nicu Sebe, Heng Tao Shen, Caiyun Yao, Cees G. M. Snoek, Rong Yan,  IEEE Transactions on Multimedia
Harnessing Lab Knowledge for Real-world Action Recognition 2014 Zhigang Ma, Yi Yang, Nicu Sebe, Shuicheng Yan, Alexander G. Hauptmann International Journal of Computer Vision
Hashing for Similarity Search: A Survey 2014 Jingdong Wang, Heng Tao Shen, Jingkuan Song, Jianqiu Ji arXiv
Hashing on Nonlinear Manifolds 2014 Fumin Shen, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, Zhenmin Tang, Heng Tao Shen IEEE Conference on Computer Vision and Pattern Recognition
Image Attribute Adaptation 2014 Yahong Han, Yi Yang, Zhigang Ma, Haoquan Shen, Nicu Sebe, Xiaofang Zhou IEEE Transactions on Multimedia
Improved Spectral Clustering via Embedded Label Propagation 2014 Xiaojun Chang, Feiping Nie, Yi Yang, Heng Huang CoRR
Knowledge Adaptation with Partially Shared Features for Event Detection Using Few Exemplars 2014 Zhigang Ma, Yi Yang, Nicu Sebe, Alexander G. Hauptmann IEEE Transactions on Pattern Analysis and Machine Intelligence
Multi-Output Regression with Tag Correlation Analysis for Effective Image Tagging 2014 Hongyun Cai, Zi Huang, Xiaofeng Zhu, Qing Zhang, Xuefei Li International Conference on Database Systems for Advanced Applications
On the Influence Propagation of Web Videos 2014 Jiajun Liu, Yi Yang, Zi Huang, Yang Yang, Heng Tao Shen IEEE Transactions on Knowledge and Data Engineering
Optimized Distances for Binary Code Ranking 2014 Jianfeng Wang, Heng Tao Shen, Shuicheng Yan, Nenghai Yu, Shipeng Li,  Jingdong Wang ACM International Conference on Multimedia
Resource Constrained Multimedia Event Detection 2014 Zhenzhong Lan, Yi Yang, Nicolas Ballas, Shoou-I Yu, Alexander G. Hauptmann International Conference on MultiMedia Modeling
Robust Hashing With Local Models for Approximate Similarity Search 2014 Jingkuan Song, Yi Yang, Xuelong Li, Zi Huang, Yang Yang IEEE Transactions on Cybernetics
Robust Hashing With Local Models for Approximate Similarity Search 2014 Jingkuan Song, Yi Yang, Xuelong Li, Zi Huang, Yang Yang IEEE Transactions on Systems, Man, and Cybernetics
Semi-supervised Feature Analysis by Mining Correlations among Multiple Tasks 2014 Xiaojun Chang, Yi Yang CoRR
Semi-supervised Feature Analysis for Multimedia Analysis by Mining Label Correlation 2014 Xiaojun Chang, Haoquan Shen, Sen Wang, Jiajun Liu, Xue Li Pacific-Asia Conference on Knowledge Discovery and Data Mining
Semi-supervised Feature Analysis for Multimedia Annotation by Mining Label Correlation 2014 Xiaojun Chang, Haoquan Shen, Sen Wang, Jiajun Liu, Xue Li Pacific-Asia Conference on Knowledge Discovery and Data Mining
Semi-supervised Multiple Feature Analysis for Action Recognition 2014 Sen Wang, Zhigang Ma, Yi Yang, Xue Li, Chaoyi Pang, Alexander G. Hauptmann IEEE Transactions on Multimedia
SK-LSH : An Efficient Index Structure for Approximate Nearest Neighbor Search 2014 Yingfan Liu, Jiangtao Cui, Zi Huang, Hui Li, Heng Tao Shen International Conference on Very Large Databases
Sparse Multi-Modal Hashing 2014 Fei Wu, Zhou Yu, Yi Yang, Siliang Tang, Yin Zhang, Yueting Zhuang IEEE Transactions on Multimedia
Structured Streaming Skeleton – a New Feature for Online Human Gesture Recognition 2014 Xin Zhao, Xue Li, Chaoyi Pang, Michael Sheng, Sen Wang, Mao Ye ACM Transactions on Multimedia Computing Communications and Applications
Unsupervised Video Adaptation for Parsing Human Motion 2014 Haoquan Shen, Shoou-I Yu, Yi Yang, Deyu Meng, Alexander G. Hauptmann European Conference on Computer Vision
WeMash: An Online System for Web Video Mashup 2014 Peng Wang, Yang Yang, Zi Huang, Jiewei Cao, Heng Tao Shen ACM International Conference on Multimedia
Co-Regularized Ensemble for Feature Selection 2013 Yahong Han, Yi Yang, Xiaofang Zhou International Joint Conference on Artificial Intelligence
Complex Event Detection via Multi-Source Video Attributes 2013 Zhigang Ma, Yi Yang, Zhongwen Xu, Nicu Sebe, Shuicheng Yan, Alexander G. Hauptmann IEEE Conference on Computer Vision and Pattern Recognition
Discovering Discriminative Graphlets for Aerial Image Categories Recognition 2013 Luming Zhang, Yahong Han, Yi Yang, Mingli Song, Shuicheng Yan, Qi Tian IEEE Transactions on Image Processing
Discriminative Nonnegative Spectral Clustering with Out-of-Sample Extension 2013 Yang Yang, Yi Yang, Heng Tao Shen, Yanchun Zhang, Xiaoyong Du, Xiaofang Zhou IEEE Transactions on Data and Knowledge Engineering
Effective Multiple Feature Hashing for Large-scale Near-duplicate Video Retrieval 2013 Jingkuan Song, Yi Yang, Zi Huang, Heng Tao Shen, Jiebo Luo IEEE Transactions on Multimedia
Effective Transfer Tagging from Image to Video 2013 Yang Yang, Yi Yang, Heng Tao Shen ACM Transactions on Multimedia Computing Communications and Applications
Fall Detection in Multi-Camera Surveillance Videos: Experimentations and Observations 2013 Sen Wang, Zhongwen Xu, Yi Yang, Xue Li, Chaoyi Pang, Alexander G. Hauptmann ACM MM Workshop on Multimedia Indexing and information Retrieval for Healthcare
Feature Selection for Multimedia Analysis by Sharing Information among Multiple Tasks 2013 Yi Yang, Zhigang Ma, Alexander G. Hauptmann, Nicu Sebe IEEE Transactions on Multimedia
Feature Weighting via Optimal Thresholding for Video Analysis 2013 Zhongwen Xu, Yi Yang, Ivor Tsang, Nicu Sebe, Alexander G. Hauptmann IEEE International Conference on Computer Vision
Harry Potter's Marauder's Map: Localizing and Tracking Multiple Persons-of-Interest by Nonnegative Discretization 2013 Shoou-I Yu, Yi Yang, Alexander G. Hauptmann IEEE Conference on Computer Vision and Pattern Recognition
How Related Exemplars Help Complex Event Detection in Web Videos? 2013 Yi Yang, Zhigang Ma, Zhongwen Xu, Shuicheng Yan, Alexander G. Hauptmann IEEE International Conference on Computer Vision
Imagilar: A Real-time Image Similarity Search System on Mobile Platform 2013 Bicheng Luo, Zi Huang, Hongyun Cai, Yang Yang International Conference on Web Information Systems Engineering
Infrared Patch-image Model for Small Target Detection in a Single Image 2013 Chengqiang Gao, Deyu Meng, Yi Yang, Yongtao Wang, Xiaofang Zhou, Alexander G. Hauptmann IEEE Transactions on Image Processing
Inter-Media Hashing for Large-scale Retrieval from Heterogenous Data Sources 2013 Jingkuan Song, Yang Yang, Yi Yang, Zi Huang, Heng Tao Shen ACM SIGMOD International Conference on Management of Data
Linear Cross-Modal Hashing for Effective Multimedia Search 2013 Xiaofeng Zhu, Zi Huang, Heng Tao Shen, Xin Zhao ACM International Conference on Multimedia
Local Image Tagging via Graph Regularized Joint Group Sparsity 2013 Yang Yang, Zi Huang, Yi Yang, Jiajun Liu, Heng Tao Shen, Jiebo Luo Pattern Recognition
Multi-Feature Fusion via Hierarchical Regression for Multimedia Analysis 2013 Yi Yang, Jingkuan Song, Zi Huang, Zhigang Ma, Nicu Sebe, Alexander G. Hauptmann IEEE Transactions on Multimedia
Multi-view Visual Classification via a Mixed-norm Regularizer 2013 Xiaofeng Zhu, Zi Huang, Xindong Wu Pacific-Asia Conference on Knowledge Discovery and Data Mining
Multimedia Event Detection Using A Classifier-specific Intermediate Representation 2013 Zhigang Ma, Yi Yang, Nicu Sebe, Kai Zheng, Alexander G. Hauptmann IEEE Transactions on Multimedia
Near-duplicate Video Retrieval: Current Research and Future Trends 2013 Jiajun Liu, Zi Huang, Hongyun Cai, Heng Tao Shen, Chong Wah Ngo, Wei Wang ACM Computing Surveys
Online Human Gesture Recognition from Motion Data Streams 2013 Xin Zhao, Xue Li, Chaoyi Pang, Xiaofeng Zhu, Quan Z Sheng ACM International Conference on Multimedia
Presenting Diverse Location Views with Real-time Near-duplicate Photo Elimination 2013 Jiajun Liu, Zi Huang, Hong Cheng, Yueguo Chen, Heng Tao Shen, Yanchun Zhang IEEE International Conference on Data Engineering
Retrieval-based cartoon gesture recognition and applications via semi-supervised heterogeneous classifiers learning 2013 Zhang Liang, Yueting Zhuang, Yi Yang, Jun Xiao Pattern Recognition
Self-taught Dimensionality Reduction on the High-dimensional Small-sized Data 2013 Xiaofeng Zhu, Zi Huang, Yang Yang, Heng Tao Shen, Changsheng Xu, Jiebo Luo Pattern Recognition
Space-Time Robust Video Representation for Action Recognition 2013 Nicolas Ballas, Yi Yang, Zhenzhong Lan, Betrand Delezoide, Francoise Preteux, Alexander G. Hauptmann IEEE International Conference on Computer Vision
Sparse Hashing for Fast Multimedia Search 2013 Xiaofeng Zhu, Zi Huang, Hong Cheng, Jiangtao Cui, Heng Tao Shen ACM Transactions on Information Systems
Supervised Nonnegative Tensor Factorization with Maximum-Margin Constraint 2013 Fei Wu, Xu Tan, Yi Yang, Dacheng Tao, Siliang Tang, Yueting Zhuang AAAI Conference on Artificial Intelligence
Thinking of Images as What They Are: Compound Matrix Regression for Image Classification 2013 Zhigang Ma, Yi Yang, Feiping Nie, Nicu Sebe International Joint Conference on Artificial Intelligence
Thinking of Images as What They Are: Compound Matrix Regression for Image Classification. 2013 Zhigang Ma, Yi Yang, Feiping Nie, Nicu Sebe International Joint Conferences on Artificial Intelligence
Unified Dictionary Learning and Region Tagging with Hierarchical Sparse Representation 2013 Xiaochun Cao, Xingxing Wei, Yahong Han, Yi Yang, Nicu Sebe, Alexander G. Hauptmann Computer Vision and Image Understanding
Video-to-Shot Tag Propagation by Graph Sparse Group Lasso 2013 Xiaofeng Zhu, Zi Huang, Jiangtao Cui, Heng Tao Shen IEEE Transactions on Multimedia
We Are Not Equally Negative: Fine-grained Labeling for Multimedia Event Detection 2013 Zhigang Ma, Yi Yang, Zhongwen Xu, Nicu Sebe, Alexander G. Hauptmann ACM International Conference on Multimedia
Weakly Supervised Photo Cropping 2013 Luming Zhang, Mingli Song, Yi Yang, Qi Zhao, Chen Zhao, Nicu Sebe IEEE Transactions on Multimedia
Action Recognition by Exploring the Data Distribution and Feature Correlation 2012 Sen Wang, Yi Yang, Zhigang Ma, Xue Li, Chaoyi Pang, Alexander G. Hauptmann IEEE Conference on Computer Vision and Pattern Recognition
Automatic Tagging by Exploring Tag Information Capability and Correlation 2012 Xiaoming Zhang, Zi Huang, Heng Tao Shen, Yang Yang, Zhoujun Li World Wide Web
Context Sensitive Tag Expansion with Information Inference 2012 Hongyun Cai, Zi Huang, Jie Shao, Xue Li International Conference on Database Systems for Advanced Applications
Dimensionality Reduction by Mixed Kernel Canonical Correlation Analysis 2012 Xiaofeng Zhu, Zi Huang, Heng Tao Shen, Jian Cheng, Changsheng Xu Pattern Recognition
Discovering and Ranking Areas of Interest with Geo-tagged Images and Check-ins 2012 Jiajun Liu, Zi Huang, Lei Chen, Heng Tao Shen, Zhixian Yan ACM International Conference on Multimedia
Extracting Representative Motion Flows for Effective Video Retrieval 2012 Zhe Zhao, Bin Cui, Cong Gao, Zi Huang, Heng Tao Shen Multimedia Tools and Applications
Gram-based String Paradigm for Efficient Video Subsequence Search 2012 Zi Huang, Jiajun Liu, Bin Cui, Xiaoyong Du IEEE Transactions on Multimedia
Human Action Recognition based on Semi-supervised Discriminant Analysis with Global Constraint 2012 Xin Zhao, Xue Li, Chaoyi Pang, Sen Wang Journal of Neurocomputing
Image classification with manifold learning for out-of-sample data 2012 Yahong Han, Zhongwen Xu, Zhigang Ma, Zi Huang Signal Processing
Improvements on Data Security Algorithms for Streaming Multimedia – Enhancing Video Encryption and Watermarking Robustness 2012 Zheng Liu, Xue Li, Zhao Dong Lap Lambert Academic Publishing
Quick Identification of Near-duplicate Video Sequences with Cut Signature 2012 Qing Xie, Zi Huang, Heng Tao Shen, Xiaofang Zhou, Changyi Pang World Wide Web
Robust Cross-Media Transfer for Visual Event Detection 2012 Yang Yang, Yi Yang, Zi Huang, Jiajun Liu, Zhigang Ma ACM International Conference on Multimedia
Structure Tensor Series-based Large Scale Near-Duplicate Video Retrieval 2012 Xiangmin Zhou, Xiaofang Zhou, Lijiang Chen IEEE Transactions on Multimedia
Unsupervised Feature Selection Using Nonnegative Spectral Analysis 2012 Zechao Li, Yi Yang, Jing Liu, Xiaofang Zhou, Hanqing Lu Association for the Advancement of Artificial Intelligence
Web & Personal Image Annotation by Mining Label Correlation with Relaxed Visual Graph Embedding 2012 Yi Yang, Fei Wu, Feiping Nie, Heng Tao Shen, Yueting Zhuang, Alexander G. Hauptmann IEEE Transactions on Image Processing
21-Norm Regularized Discriminative Feature Selection for Unsupervised Learning 2011 Yi Yang, Heng Tao Shen, Zhigang Ma, Zi Huang, Xiaofang Zhou International Joint Conference on Artificial Intelligence
Correlation-based Retrieval for Heavily Changed Near-duplicate Videos 2011 Jiajun Liu, Zi Huang, Heng Tao Shen, Bin Cui ACM Transactions on Information Systems
Effective Data Co-Reduction for Multimedia Similarity Search 2011 Zi Huang, Heng Tao Shen, Jiajun Liu, Xiaofang Zhou ACM SIGMOD International Conference on Management of Data
Efficient Histogram-based Similarity Search in Sparse and Ultra-high Dimensional Space 2011 Jiajun Liu, Zi Huang, Heng Tao Shen, Xiaofang Zhou Database Systems for Advanced Applications
Efficient Histogram-Based Similarity Search in Ultra-High Dimensional Space 2011 Jiajun Liu, Zi Huang, Heng Tao Shen, Xiaofang Zhou Database Systems for Advanced Applications
Efficient Subsequence Matching Over Large Video Databases 2011 Xiangmin Zhou, Xiaofang Zhou, Lijiang Chen, Athman Bouguettaya The VLDB Journal
L21-Norm Regularized Discriminative Feature Selection for Unsupervised Learning 2011 Yi Yang, Heng Tao Shen, Zhigang Ma, Zi Huang, Xiaofang Zhou International Joint Conference on Artificial Intelligence
Mining Multi-tag Association for Image Tagging 2011 Yang Yang, Zi Huang, Heng Tao Shen, Xiaofang Zhou World Wide Web
Multiple Feature Hashing for Real-time Large Scale Near-duplicate Video Retrieval 2011 Jingkuan Song, Yi Yang, Zi Huang, Heng Tao Shen, Richang Hong ACM International Conference on Multimedia
Nonnegative Spectral Clustering with Discriminative Regularization 2011 Yi Yang, Heng Tao Shen, Feiping Nie, Rongrong Ji, Xiaofang Zhou National Conference of the American Association for Artificial Intelligence
Probabilistic Image Tagging with Tags Expanded by Text-based Search 2011 Xiaoming Zhang, Zi Huang, Heng Tao Shen, Zhoujun Li Database Systems for Advanced Applications
Structure Tensor Series-based Matching for Near-Duplicate Video Retrieval 2011 X. M. Zhou, Lijiang Chen, Xiaofang Zhou ACM International Conference on Multimedia
Tag Localization with Spatial Correlations and Joint Group Sparsity 2011 Yang Yang, Yi Yang, Zi Huang, Heng Tao Shen, Feiping Nie IEEE Conference on Computer Vision and Pattern Recognition
Tagging Image with Informative and Correlative Tags 2011 Xiaoming Zhang, Heng Tao Shen, Zi Huang, Zhoujun Li Asia-Pacific Web Conference
Transfer Tagging from Image to Video 2011 Yang Yang, Yi Yang, Zi Huang, Heng Tao Shen ACM International Conference on Multimedia
Video-to-Shot Tag Allocation by Weighted Sparse Group Lasso 2011 Xiaofang Zhou, Zi Huang, Heng Tao Shen ACM International Conference on Multimedia
Adaptive Subspace Symbolization for Content-based Video Search 2010 Xiangmin Zhou, Xiaofang Zhou, Lijiang Chen, Yan Feng Shu, Athman Bouguettaya, J. A. Taylor IEEE Transactions on Knowledge and Data Engineering
Efficient and Continuous Near-duplicate Video Detection 2010 Qing Xie, Zi Huang, Heng Tao Shen, Xiaofang Zhou, Changyi Pang Asia-Pacific Web Conference
Mining Near-duplicate Graph for Cluster-based Reranking of Web Video Search Results 2010 Zi Huang, Bo Hu, Heng Tao Shen, Hongyan Liu, Xiaofang Zhou ACM Transactions on Information Systems
Practical Online Near-duplicate Subsequence Detection for Continuous Video Streams 2010 Zi Huang, Heng Tao Shen, Jie Shao, Bin Cui, Xiaofang Zhou IEEE Transactions on Multimedia
A Subspace Symbolization Approach to Content-based Video Search 2009 Xiangmin Zhou, Xiaofang Zhou, Athman Bouguettaya International Conference on Data Engineering
An Efficient Near-Duplicate Video Shot Detection Method Using Shot-Based Interest Points 2009 Xiangmin Zhou, Xiaofang Zhou, Athman Bouguettaya, N. Xiao, J. A. Taylor IEEE Transactions on Multimedia
Bounded Coordinate System Indexing for Real-time Video Clip Search 2009 Zi Huang, Heng Tao Shen, Jie Shao, Xiaofang Zhou, Bin Cui ACM Transactions on Information Systems
Dimension-specific Search for Multimedia Retrieval 2009 Zi Huang, Heng Tao Shen, Dawei Song, Xue Li, Stefan Rueger Database Systems for Advanced Applications
Effective and Efficient Query Processing for Video Subsequence Identification 2009 Heng Tao Shen, Jie Shao, Zi Huang, Xiaofang Zhou IEEE Transactions on Knowledge and Data Engineering
High-dimensional indexing with oriented cluster representation for multimedia database 2009 Heng Tao Shen, Zi Huang, Jinli Cao, Xiaofang Zhou IEEE International Conference on Multimedia and Expo
Interactive Near-Duplicate Video Retrieval and Detection 2009 Ran Cheng, Zi Huang, Heng Tao Shen, Xiaofang Zhou ACM International Conference on Multimedia
Online Near-Duplicate Video Clip Detection and Retrieval: An Accurate and Fast System 2009 Zi Huang, Liping Wang, Heng Tao Shen, Jie Shao, Xiaofang Zhou International Conference on Data Engineering
Video Annotation System Based on Categorizing and Keyword Labelling 2009 Bin Cui, Heng Tao Shen Database Systems for Advanced Applications
Batch Nearest Neighbor Search for Video Retrieval 2008 Jie Shao, Zi Huang, Heng Tao Shen, Xiaofang Zhou, Ee-Peng Lim, Yijun Li IEEE Transactions on Multimedia
Challenges and techniques for effective and efficient similarity search in large video databases 2008 Jie Shao, Heng Tao Shen, Xiaofang Zhou International Conference on Very Large Databases
Content-Based Video Search: is there a need, and is it possible? 2008 Zi Huang, Yijun Li, Jie Shao, Heng Tao Shen, Liping Wang, Danqing Zhang, Xiangmin Zhou, Xiaofang Zhou International Workshop on Information-explosion and Next Generation Search
Dissimilarity Measures for Content-based Image Retrieval 2008 Rui Hu, Stefan Rueger, Dawei Song, Haiming Liu, Zi Huang IEEE International Conference on Multimedia and Expo
Locality Condensation: A New Dimensionality Reduction Method for Image Retrieval 2008 Zi Huang, Heng Tao Shen, Jie Shao, Stefan Rueger, Xiaofang Zhou ACM International Conference on Multimedia
Localized Co-occurrence Model for Fast Approximate Search in 3D Structure Databases 2008 Zi Huang, Heng Tao Shen, Xiaofang Zhou IEEE Transactions on Knowledge and Data Engineering
Speed Up Interactive Image Retrieval 2008 Heng Tao Shen, Shouxu Jiang, Kian-Lee Tan, Zi Huang, Xiaofang Zhou The VLDB Journal
A New Similarity Measure for Near Duplicate Video Clip Detection 2007 Xiangmin Zhou, Xiaofang Zhou, Heng Tao Shen Asia-Pacific Web Conference
An adaptive and dynamic dimensionality reduction method for high-dimensional indexing 2007 Heng Tao Shen, Xiaofang Zhou, Ao Ying Zhou The VLDB Journal
An Adaptive and Efficient Unsupervised Shot Clustering Algorithm for Sports Video 2007 Jia Liao, Guoren Wang, Bo Zhang, Xiaofang Zhou, Ge Yu International conference on database systems for Advanced Applications (DASFAA)
Capture Local Information in Shape-based Retrieval 2007 Heng Tao Shen, Xiaofang Zhou Multimedia Tools and Applications
Dimensionality Reduction for Dimension-specific Search 2007 Zi Huang, Heng Tao Shen, Xiaofang Zhou, Dawei Song, Stefan Rueger ACM International Conference on Research and Development in Information Retrieval
Dual Dimensionality Reduction for Efficient Video Similarity Search 2007 Zi Huang, Heng Tao Shen, Xiaofang Zhou, Jie Shao Data Warehousing and Knowledge Discovery
Dynamic Batch Nearest Neighbour Search in Video Retrieval 2007 Jie Shao, Zi Huang, Heng Tao Shen, Xiaofang Zhou, Yijun Li International Conference on Data Engineering
Efficient Similarity Search by Summarization in Large Video Database 2007 Xiangmin Zhou, Xiaofang Zhou, Heng Tao Shen Australian Database Conference
Statistical Summarization of Content Features for Fast Near-duplicate Video Detection 2007 Heng Tao Shen, Xiaofang Zhou, Zi Huang, Jie Shao ACM International Conference on Multimedia
UQLIPS: A Real-time Near-duplicate Video Clip Detection System 2007 Heng Tao Shen, Xiaofang Zhou, Zi Huang, Jie Shao, Emily Zhou International Conference on Very Large Databases
Exploring Composite Acoustic Features for Efficient Music Similarity Query 2006 Bin Cui, Jialie Shen, Cong Gao, Heng Tao Shen, Cui Yu ACM International Conference on Multimedia
Hierarchical Indexing Structure for Efficient Similarity Search in Video Retrieval 2006 Hong Lu, Ooi Beng Chin, Heng Tao Shen, Xiangyang Xue IEEE Transactions on Knowledge and Data Engineering
Indexing and Integrating Multiple Features for WWW images 2006 Heng Tao Shen, Xiaofang Zhou, Bin Cui World Wide Web
SaveRF: Towards Efficient Relevance Feedback Search 2006 Heng Tao Shen, Ooi Beng Chin, Kian-Lee Tan International Conference on Data Engineering
Surface KNN Query Processing 2006 Ke Deng , Xiaofang Zhou, Heng Tao Shen, Kai Xu, Xueming Lin International Conference on Data Engineering
Towards efficient multi-feature query processing 2006 H.V. Jagadish, Ooi Beng Chin, Heng Tao Shen, Kian-Lee Tan IEEE Transactions on Knowledge and Data Engineering