@inproceedings{cvpr18:DSN,
Author = {C. Cheng and Y. Fu and Y.-G. Jiang and W. Liu and W. Lu and J. Feng and X. Xue},
Title = {Dual Skipping Networks},
Booktitle = {Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
Year = {2018}}
@inproceedings{ijcai18:face,
Author = {K. He and Y. Fu and W. Zhang and C. Wang and Y.-G. Jiang and F. Huang and X. Xue},
Title = {Learning Synthesized Abstraction Images to Improve Facial Attribute Recognition},
Booktitle = {Proceedings of International Joint Conference on Artificial Intelligence (IJCAI)},
Year = {2018}}
@inproceedings{icmr18:action,
Author = {B. Xu and H. Ye and Y. Zheng and H. Wang and T. Luwang and Y.-G. Jiang},
Title = {Dense Dilated Network for Few Shot Action Recognition},
Booktitle = {Proceedings of ACM International Conference on Multimedia Retrieval (ICMR)},
Year = {2018}}
@article{MMDLVideo,
Author = {Yu-Gang Jiang and Zuxuan Wu and Jinhui Tang and Zechao Li and Xiangyang Xue and Shih-Fu Chang},
Title = {Modeling Multimodal Clues in a Hybrid Deep Learning Framework for Video Classification},
Journal = {IEEE Transactions on Multimedia},
Volume = { },
Number = { },
Pages = { },
Year = {accepted}}
@article{TOMM:productsearch,
Author = {Yu-Gang Jiang and Minjun Li and Xi Wang and Wei Liu and Xian-Sheng Hua},
Title = {DeepProduct: Mobile Product Search with Portable Deep Features},
Journal = {ACM Transactions on Multimedia Computing, Communications and Applications},
Volume = { },
Number = { },
Year = {accepted}}
@article{TKDE:NAIS,
Author = {Xiangnan He and Zhankui He and Jingkuan Song and Zhenguang Liu and Yu-Gang Jiang and Tat-Seng Chua},
Title = {NAIS: Neural Attentive Item Similarity Model for Recommendation},
Journal = {IEEE Transactions on Knowledge and Data Engineering},
Volume = { },
Number = { },
Year = {accepted}}
@article{TAC:VideoEmotion,
Author = {Baohan Xu and Yanwei Fu and Yu-Gang Jiang and Boyang Li and Leonid Sigal},
Title = {Heterogeneous Knowledge Transfer in Video Emotion Recognition, Attribution and Summarization},
Journal = {IEEE Transactions on Affective Computing},
Volume = { },
Number = { },
Pages = { },
Year = {accepted}}
@article{MTA:autoencoder,
Author = {Xi Zhang and Yanwei Fu and Shanshan Jiang and Yu-Gang Jiang and Xiangyang Xue and Gady Agam},
Title = {Stacked Multichannel Autoencoder - An Efficient Way of Learning Synthetic Data},
Journal = {Multimedia Tools and Applications},
Volume = { },
Number = { },
Pages = { },
Year = {accepted}}
@incollection{Wu:2018:DLV,
author = {Wu, Zuxuan and Yao, Ting and Fu, Yanwei and Jiang, Yu-Gang},
chapter = {Deep Learning for Video Classification and Captioning},
title = {Frontiers of Multimedia Research},
editor = {Chang, Shih-Fu},
year = {2018},
isbn = {978-1-97000-107-5},
pages = {3--29},
numpages = {27},
url = {https://doi.org/10.1145/3122865.3122867},
doi = {10.1145/3122865.3122867},
acmid = {3122867},
publisher = {Association for Computing Machinery and Morgan \&\#38; Claypool},
address = {New York, NY, USA}}
@article{TIP:Hookworm,
Author = {Jun-Yan He and Xiao Wu and Yu-Gang Jiang and Qiang Peng and Ramesh Jain},
Title = {Hookworm Detection in Wireless Capsule Endoscopy Images with Deep Learning},
Journal = {IEEE Transactions on Image Processing},
Volume = {27},
Number = {5},
Pages = {2379-2392},
Year = {2018}}
@article{TCSVT:Shu,
Author = {Xiangbo Shu and Jinhui Tang and Guo-Jun Qi and Zechao Li and Yu-Gang Jiang and Shuicheng Yan},
Title = {Image Classification with Tailored Fine-grained Dictionaries},
Journal = {IEEE Transactions on Circuits and Systems for Video Technology},
Volume = {28},
Number = {2},
Pages = {454-467},
Year = {2018}}
@article{TPAMI-fcvid,
Author = {Y.-G. Jiang and Z. Wu and J. Wang and X. Xue and S.-F. Chang},
Title = {Exploiting Feature and Class Relationships in Video Categorization with Regularized Deep Neural Networks},
Journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
Volume = {40},
Number = {2},
Pages = {352-364},
Year = {2018}}
@article{SPM-survey,
Author = {Yanwei Fu and Tao Xiang and Yu-Gang Jiang and Xiangyang Xue and Leonid Sigal and Shaogang Gong},
Title = {Recent Advances in Zero-shot Recognition: Toward Data-Efficient Understanding of Visual Content},
Journal = {IEEE Signal Processing Magazine},
Volume = {35},
Number = {1},
Pages = {112-125},
Year = {2018}}
@article{Neurocomputing:partfea,
Author = {Baodi Yuan and Jian Tu and Rui-Wei Zhao and Yingbin Zheng and Yu-Gang Jiang},
Title = {Learning Part-based Mid-level Representation for Visual Recognition},
Journal = {Neurocomputing},
Volume = {275},
Pages = {2126-2136},
Year = {2018}}
@article{thumos,
Author = {Haroon Idrees and Amir R. Zamir and Yu-Gang Jiang and Alex Gorban and Ivan Laptev and Rahul Sukthankar and Mubarak Shah},
Title = {The THUMOS Challenge on Action Recognition for Videos "in the Wild"},
Journal = {Computer Vision and Image Understanding (CVIU)},
Volume = {155},
Pages = {1-23},
Year = {2017}}
@inproceedings{iccv17:DSOD,
Author = {Z. Shen and Z. Liu and J. Li and Y.-G. Jiang and Y. Chen and X. Xue},
Title = {DSOD: Learning Deeply Supervised Object Detectors from Scratch},
Booktitle = {Proceedings of International Conference on Computer Vision (ICCV)},
Year = {2017}}
@inproceedings{iccv17:Qian,
Author = {X. Qian and Y. Fu and Y.-G. Jiang and T. Xiang and X. Xue},
Title = {Multi-scale Deep Learning Architectures for Person Re-identification},
Booktitle = {Proceedings of International Conference on Computer Vision (ICCV)},
Year = {2017}}
@article{mm17:fashion,
Author = {Xintong Han and Zuxuan Wu and Yu-Gang Jiang and Larry Davis},
Title = {Learning Fashion Compatibility with Bidirectional LSTMs},
Journal = {ACM Multimedia},
Year = {2017}}
@article{mm17:RW,
Author = {Rui-Wei Zhao and Zuxuan Wu and Jianguo Li and Yu-Gang Jiang},
Title = {Learning Semantic Feature Map for Visual Content Recognition},
Journal = {ACM Multimedia},
Year = {2017}}
@article{mm17:Sketch,
Author = {Jun-Yan He and Xiao Wu and Yu-Gang Jiang and Bo Zhang and Qiang Peng},
Title = {Sketch Recognition with Deep Visual-Sequential Fusion Model},
Journal = {ACM Multimedia},
Year = {2017}}
@article{mm17:Hair,
Author = {Weidong Yin and Yanwei Fu and Yiqing Ma and Yu-Gang Jiang and Xiangyang Xue},
Title = {Learning to Generate and Edit Hairstyles},
Journal = {ACM Multimedia},
Year = {2017}}
@article{mm17:PersonAttribute,
Author = {Keke He and Zhanxiong Wang and Yanwei Fu and Yu-Gang Jiang and Rui Feng and Xiangyang Xue},
Title = {Adaptively Weighted Multi-task Deep Network for Person Attribute Classification},
Journal = {ACM Multimedia},
Year = {2017}}
@inproceedings{cvpr17:captioning,
Author = {Z. Shen and J. Li and Z. Su and M. Li and Y. Chen and Y.-G. Jiang and X. Xue},
Title = {Weakly Supervised Dense Video Captioning},
Booktitle = {Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
Year = {2017}}
@inproceedings{icmr17:emotion,
Author = {Jiarui Gao and Yanwei Fu and Yu-Gang Jiang and Xiangyang Xue},
Title = {Frame-Transformer Emotion Classification Network},
Booktitle = {Proceedings of ACM International Conference on Multimedia Retrieval},
Year = {2017}}
@inproceedings{icmr17:face,
Author = {Zhanxiong Wang and Keke He and Yanwei Fu and Rui Feng and Yu-Gang Jiang and Xiangyang Xue},
Title = {Multi-task Deep Neural Network for Joint Face Recognition and Facial Attribute Prediction},
Booktitle = {Proceedings of ACM International Conference on Multimedia Retrieval},
Year = {2017}}
@inproceedings{icme17:finegrained,
Author = {Z. Shen and Y.-G. Jiang and X. Xue},
Title = {Iterative Object and Part Transfer for Fine-Grained Recognition},
Booktitle = {Proceedings of IEEE International Conference on Multimedia \& Expo},
Year = {2017}}
@inproceedings{aaai17,
Author = {Li Shen and Wei Liu and Junzhou Huang and Yu-Gang Jiang and Shiqian Ma},
Title = {Adaptive Proximal Average Approximation for Composite Convex Minimization},
Booktitle = {Proceedings of AAAI Conference on Artificial Intelligence (AAAI)},
Year = {2017}}
@article{8MVideo,
Author = {Shaoxiang Chen and Xi Wang and Yongyi Tang and Xinpeng Chen and Zuxuan Wu and Yu-Gang Jiang},
Title = {Aggregating Frame-level Features for Large-Scale Video Classification},
Journal = {arXiv preprint arXiv:1707.00803},
Year = {2017}}
@article{mm16:msmc,
Author = {Z. Wu and Y.-G. Jiang and X. Wang and H. Ye and X. Xue},
Title = {Multi-Stream Multi-Class Fusion of Deep Networks for Video Classification},
Journal = {ACM Multimedia},
Year = {2016}}
@article{mm16:boh,
Author = {Q. Dai and J. Li and J. Wang and Y.-G. Jiang},
Title = {Binary Optimized Hashing},
Journal = {ACM Multimedia},
Year = {2016}}
@article{mm16:emotion,
Author = {C. Chen and Z. Wu and Y.-G. Jiang},
Title = {Emotion in Context: Deep Semantic Feature Fusion for Video Emotion Recognition},
Journal = {ACM Multimedia},
Year = {2016}}
@article{mm16:objectLSTM,
Author = {Y. Sun and Z. Wu and X. Wang and H. Arai and T. Kinebuchi and Y.-G. Jiang},
Title = {Exploiting Objects with LSTMs for Video Categorization},
Journal = {ACM Multimedia},
Year = {2016}}
@inproceedings{cvpr16:OSS,
Author = {Z. Wu and Y. Fu and Y.-G. Jiang and L. Sigal},
Title = {Harnessing Object and Scene Semantics for Large-Scale Video Understanding},
Booktitle = {Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
Year = {2016}}
@inproceedings{icmr16:productSearch,
Author = {Xi Wang and Zhenfeng Sun and Wenqiang Zhang and Yu Zhou and Yu-Gang Jiang},
Title = {Matching User Photos to Online Products with Robust Deep Features},
Booktitle = {Proceedings of ACM International Conference on Multimedia Retrieval},
Year = {2016}}
@inproceedings{icmr16:emotion,
Author = {B. Xu and Y. Fu and Y.-G. Jiang and B. Li and L. Sigal},
Title = {Video Emotion Recognition with Transferred Deep Feature Encodings},
Booktitle = {Proceedings of ACM International Conference on Multimedia Retrieval},
Year = {2016}}
@inproceedings{bmvc16,
Author = {Rui-Wei Zhao and Jianguo Li and Yurong Chen and Jia-Ming Liu and Yu-Gang Jiang and Xiangyang Xue},
Title = {Regional Gating Neural Networks for Multi-Label Image Classification},
Booktitle = {Proceedings of British Machine Vision Conference},
Year = {2016}}
@inproceedings{ecai16,
Author = {Linbo Qiao and Tianyi Lin and Yu-Gang Jiang and Fan Yang and Wei Liu and Xicheng Lu},
Title = {On Stochastic Primal-Dual Hybrid Gradient Approach for Compositely Regularized Minimization},
Booktitle = {Proceedings of European Conference on Artificial Intelligence},
Year = {2016}}
@inproceedings{trecvid16,
Author = {Y. Sun and R.-W. Zhao and M. Li and C. Lu and H. Arai and T. Kinebuchi and Y.-G. Jiang},
Title = {NTTFudan Team at TRECVID 2016: Multimedia Event Detection},
BookTitle = {NIST TRECVID Workshop},
Year = {2016}}
@inproceedings{MediaEval2016,
Author = {B. Xu and Y. Fu and Y.-G. Jiang},
Title = {BigVid at MediaEval 2016: Predicting Interestingness in Images and Videos},
Booktitle = {Proceedings of MediaEval 2016 Workshop},
Year = {2016}}
@article{TMM:VidSearchVis,
Author = {Yu-Gang Jiang and Jiajun Wang and Qiang Wang and Wei Liu and Chong-Wah Ngo},
Title = {Hierarchical Visualization of Video Search Results for Topic-based Browsing},
Journal = {IEEE Transactions on Multimedia},
Volume = {18},
Number = {11},
Pages = {2161-2170},
Year = {2016}}
@article{TBD:VCDB,
Author = {Yu-Gang Jiang and Jiajun Wang},
Title = {Partial Copy Detection in Videos: A Benchmark and an Evaluation of Popular Methods},
Journal = {IEEE Transactions on Big Data},
Volume = {2},
Number = {1},
Pages = {32-42},
Year = {2016}}
@article{IEEEMM:Summ,
Author = {Baohan Xu and Xi Wang and Yu-Gang Jiang},
Title = {Fast Summarization of User-Generated Videos: Exploiting Semantic, Emotional and Quality Clues},
Journal = {IEEE Multimedia},
Volume = {23},
Number = {3},
Pages = {23-33},
Year = {2016}}
@article{Neurocomputing:BayesianHashing,
Author = {Qi Dai and Jianguo Li and Jun Wang and Yurong Chen and Yu-Gang Jiang},
Title = {A Bayesian Hashing Approach and Its Application to Face Recognition},
Journal = {Neurocomputing},
Volume = {213},
Pages = {5-13},
Year = {2016}}
@article{Neurocomputing:fmtl,
Author = {S. Zhong and J. Pu and Y.-G. Jiang and R. Feng and X. Xue},
Title = {Flexible Multi-Task Learning with Latent Task Grouping},
Journal = {Neurocomputing},
Volume = {189},
Pages = {179-188},
Year = {2016}}
@article{Neurocomputing:mtl,
Author = {J. Pu and J. Wang and Y.-G. Jiang and X. Xue},
Title = {Multiple Task Learning with Flexible Structure Regularization},
Journal = {Neurocomputing},
Volume = {177},
Number = {2},
Pages = {242-256},
Year = {2016}}
@article{Neurocomputing:webv16,
Author = {Mehtab Afzal and Xiao Wu and Honghan Chen and Yu-Gang Jiang and Qiang Peng},
Title = {Web Video Categorization Using Category-Predictive Classifiers and Category-Specific Concept Classifiers},
Journal = {Neurocomputing},
Volume = {214},
Pages = {175-190},
Year = {2016}}
@article{mm15:HDL,
Author = {Z. Wu and X. Wang and Y.-G. Jiang and H. Ye and X. Xue},
Title = {Modeling Spatial-Temporal Clues in a Hybrid Deep Learning Framework for Video Classification},
Journal = {Proceedings of ACM Multimedia},
Year = {2015}}
@inproceedings{icmr15:eval2stream,
Author = {H. Ye and Z. Wu and R.-W. Zhao and X. Wang and Y.-G. Jiang and X. Xue},
Title = {Evaluating Two-Stream CNN for Video Classification},
Booktitle = {Proceedings of ACM International Conference on Multimedia Retrieval},
Year = {2015}}
@inproceedings{ijcai15:BH,
Author = {Q. Dai and J. Li and J. Wang and Y. Chen and Y.-G. Jiang},
Title = {Optimal Bayesian Hashing for Efficient Face Recognition},
Booktitle = {Proceedings of International Joint Conference on Artificial Intelligence (IJCAI)},
Year = {2015}}
@inproceedings{ijcai15:OBL,
Author = {W. Shen and J. Wang and Y.-G. Jiang and H. Zha},
Title = {Portfolio Choices with Orthogonal Bandit Learning},
Booktitle = {Proceedings of International Joint Conference on Artificial Intelligence (IJCAI)},
Year = {2015}}
@inproceedings{bigmm15:invited,
Author = {Y.-G. Jiang},
Title = {Categorizing Big Video Data on the Web: Challenges and Opportunities},
Booktitle = {Proceedings of IEEE International Conference on Multimedia Big Data},
Year = {2015}}
@inproceedings{MediaEval2015:Fudan,
Author = {Q. Dai and R.-W. Zhao and Z. Wu and X. Wang and Z. Gu and W. Wu and Y.-G. Jiang},
Title = {Fudan-Huawei at MediaEval 2015: Detecting Violent Scenes and Affective Impact in Movies with Deep Learning},
Booktitle = {Proceedings of MediaEval 2015 Workshop},
Year = {2015}}
@inproceedings{trecvid2015,
Author = {Z. Wu and H. Ye and Y.-G. Jiang and X. Xue},
Title = {Fudan at TRECVID 2015: Adaptive Feature Fusion for Multimedia Event Detection in Videos},
BookTitle = {NIST TRECVID Workshop},
Year = {2015}}
@inproceedings{trecvid2015ntt,
Author = {Y. Sun and Z. Wu and X. Wang and K. Sudo and Y. Taniguchi and T. Kinebuchi and Y.-G. Jiang},
Title = {NTT-Fudan Team \@ TRECVID 2015: Multimedia Event Detection},
BookTitle = {NIST TRECVID Workshop},
Year = {2015}}
@inproceedings{CBMI15:VSD,
Author = {M. Schedl and M. Sjoberg and I. Mironica and B. Ionescu and V. L. Quang and Y.-G. Jiang and C.-H. Demarty},
Title = {VSD2014: A Dataset for Violent Scenes Detection in Hollywood Movies and Web Videos},
Booktitle = {Proceedings of International Workshop on Content-Based Multimedia Indexing},
Year = {2015}}
@article{MTA:GPUMapReduce,
Author = {H. Wang and F. Zhu and B. Xiao and L. Wang and Y.-G. Jiang},
Title = {GPU-based MapReduce for Large-scale Near-duplicate Video Retrieval},
Journal = {Multimedia Tools and Applications},
Volume = {74},
Number = {23},
Pages = {10515-10534},
Year = {2015}}
@article{DMKD:qian,
Author = {Buyue Qian and Xiang Wang and Nan Cao and Hongfei Li and Yu-Gang Jiang},
Title = {A relative similarity based method for interactive patient risk prediction},
Journal = {Data Mining and Knowledge Discovery (DMKD)},
Volume = {29},
Number = {4},
Pages = {1070-1093},
Year = {2015}}
@article{TIP:Action-Motion,
Author = {Y.-G. Jiang and Q. Dai and W. Liu and X. Xue and C.-W. Ngo},
Title = {Human Action Recognition in Unconstrained Videos by Explicit Motion Modeling},
Journal = {IEEE Transactions on Image Processing},
Volume = {24},
Number = {11},
Pages = {3781-3795},
Year = {2015}}
@article{TMM:RealTimeEvent,
Author = {Y.-G. Jiang and Q. Dai and T. Mei and Y. Rui and S.-F. Chang},
Title = {Super Fast Event Recognition in Internet Videos},
Journal = {IEEE Transactions on Multimedia},
Volume = {17},
Number = {8},
Pages = {1-13},
Year = {2015}}
@article{TCSVT:CHCF,
Author = {Hanli Wang and Bo Xiao and Lei Wang and Fengkuangtian Zhu and Yu-Gang Jiang and Jun Wu},
Title = {CHCF: A Cloud-based Heterogeneous Computing Framework for Large-Scale Image Retrieval},
Journal = {IEEE Transactions on Circuits and Systems for Video Technology},
Volume = {25},
Number = {12},
Pages = {1900-1913},
Year = {2015}}
@inproceedings{mm14:videoclassification,
Author = {Z. Wu and Y.-G. Jiang and J. Wang and J. Pu and X. Xue},
Title = {Exploring Inter-feature and Inter-class Relationships with Deep Neural Networks for Video Classification},
Booktitle = {Proceedings of ACM Multimedia},
Year = {2014}}
@inproceedings{eccv14:VCDB,
Author = {Y.-G. Jiang and Y. Jiang and J. Wang},
Title = {VCDB: A Large-Scale Database for Partial Copy Detection in Videos},
Booktitle = {Proceedings of European Conference on Computer Vision (ECCV)},
Year = {2014}}
@inproceedings{eccv14:GMTL,
Author = {J. Pu and Y.-G. Jiang and J. Wang and X. Xue},
Title = {Which Looks Like Which: Exploring Inter-Class Relationships in Fine-Grained Visual Categorization},
Booktitle = {Proceedings of European Conference on Computer Vision (ECCV)},
Year = {2014}}
@inproceedings{aaai14:emotions,
Author = {Y.-G. Jiang and B. Xu and X. Xue},
Title = {Predicting Emotions in User-Generated Videos},
Booktitle = {Proceedings of The 28th AAAI Conference on Artificial Intelligence (AAAI)},
Year = {2014}}
@inproceedings{mm14:videosearch,
Author = {Jiajun Wang and Yu-Gang Jiang and Qiang Wang and Kuiyuan Yang and Chong-Wah Ngo},
Title = {Organizing Video Search Results to Adapted Semantic Hierarchies for Topic-based Browsing},
Booktitle = {Proceedings of ACM Multimedia},
Year = {2014}}
@inproceedings{mm14:videosumm,
Author = {Xi Wang and Yu-Gang Jiang and Zhenhua Chai and Zichen Gu and Xinyu Du and Dong Wang},
Title = {Real-Time Summarization of User-Generated Videos Based on Semantic Recognition},
Booktitle = {Proceedings of ACM Multimedia},
Year = {2014}}
@inproceedings{icdm14:newsCredibility,
Author = {Zhiwei Jin and Juan Cao and Yu-Gang Jiang and Yongdong Zhang},
Title = {News Credibility Evaluation on Microblog with a Hierarchical Propagation Model},
Booktitle = {Proceedings of IEEE International Conference on Data Mining},
Year = {2014}}
@inproceedings{CBMI14:AffectTask,
Author = {C.-H. Demarty and B. Ionescu and Y.-G. Jiang and V. L. Quang and M. Schedl and C. Penet},
Title = {Benchmarking Violent Scenes Detection in Movies},
Booktitle = {Proceedings of 12th International Workshop on Content-Based Multimedia Indexing},
Year = {2014}}
@inproceedings{icme14:huawei,
Author = {J. Tu and Z. Wu and Q. Dai and Y.-G. Jiang and X. Xue},
Title = {Challenge Huawei Challenge: Fusing Multimodal Features with Deep Neural Networks for Mobile Video Annotation},
BookTitle = {Proceedings of IEEE International Conference on Multimedia \& Expo},
Year = {2014}}
@inproceedings{MediaEval2014:AffectTaskDescription,
Author = {M. Sjoberg and B. Ionescu and Y.-G. Jiang and V. L. Quang and M. Schedl and C.-H. Demarty},
Title = {The MediaEval 2014 Affect Task: Violent Scenes Detection},
Booktitle = {Proceedings of MediaEval 2014 Workshop},
Year = {2014}}
@inproceedings{MediaEval2014:Fudan,
Author = {Q. Dai and Z. Wu and Y.-G. Jiang and X. Xue and J. Tang},
Title = {Fudan-NJUST at MediaEval 2014: Violent Scenes Detection Using Deep Neural Networks},
Booktitle = {Proceedings of MediaEval 2014 Workshop},
Year = {2014}}
@inproceedings{mmm14:ndvcoding,
Author = {H. Wang and M. Ma and Y.-G. Jiang and Z. Wei},
Title = {A Framework of Video Coding for Compressing Near-Duplicate Videos},
BookTitle = {Proceedings of International Conference on Multimedia Modeling (MMM)},
Year = {2014}}
@article{TOMCCAP:videosearch,
Author = {Song Tan and Yu-Gang Jiang and Chong-Wah Ngo},
Title = {Placing Videos on a Semantic Hierarchy for Search Result Navigation},
Journal = {ACM Transactions on Multimedia Computing, Communications and Applications},
Volume = {10},
Number = {4},
Year = {2014}}
@article{TMM:eventdetection,
Author = {F. Wang and Z. Sun and Y.-G. Jiang and C.-W. Ngo},
Title = {Video Event Detection Using Motion Relativity and Feature Selection},
Journal = {IEEE Transactions on Multimedia},
Volume = {16},
Number = {5},
Pages = {1303-1315},
Year = {2014}}
@article{MVA:audiovisual,
Author = {I-H. Jhuo and G. Ye and S. Gao and D. Liu and Y.-G. Jiang and D. T. Lee and S.-F. Chang},
Title = {Discovering Joint Audio-Visual Codewords for Video Event Detection},
Journal = {Machine Vision and Applications},
Volume = {25},
Number = {1},
Pages = {33-47},
Year = {2014}}
@article{JCST:nameface,
Author = {Z. Chen and C.-W. Ngo and W. Zhang and J. Cao and Y.-G. Jiang},
Title = {Name-Face Association in Web Videos: A Large-Scale Dataset, Baselines, and Open Issues},
Journal = {Journal of Computer Science and Technology},
Volume = {29},
Number = {5},
Pages = {785-798},
Year = {2014}}
@article{TIP14:qian,
Author = {Buyue Qian and Xiang Wang and Nan Cao and Yu-Gang Jiang and Ian Davidson},
Title = {Learning Multiple Relative Attributes With Humans in the Loop},
Journal = {IEEE Transactions on Image Processing},
Volume = {23},
Number = {12},
Pages = {5573-5585},
Year = {2014}}
@inproceedings{aaai13:interestingness,
Author = {Y.-G. Jiang and Y. Wang and R. Feng and X. Xue and Y. Zheng and H. Yang},
Title = {Understanding and Predicting Interestingness of Videos},
Booktitle = {Proceedings of The 27th AAAI Conference on Artificial Intelligence (AAAI)},
Year = {2013}}
@inproceedings{iccv13:rsh,
Author = {Jun Wang and Wei Liu and Andy X. Sun and Yu-Gang Jiang},
Title = {Learning Hash Codes with Listwise Supervision},
BookTitle = {Proceedings of International Conference on Computer Vision (ICCV)},
Year = {2013}}
@inproceedings{ijcai13:MTLIRLS,
Author = {J. Pu and Y.-G. Jiang and J. Wang and X. Xue},
Title = {Multiple Task Learning Using Iteratively Reweighted Least Square},
Booktitle = {Proceedings of The 23rd International Joint Conference on Artificial Intelligence (IJCAI)},
Year = {2013}}
@inproceedings{mm13:beauty,
Author = {Y. Wang and Q. Dai and R. Feng and Y.-G. Jiang},
Title = {Beauty is Here: Evaluating Aesthetics in Videos Using Multimodal Features and Free Training Data},
Booktitle = {Proceedings of ACM Multimedia},
Year = {2013}}
@inproceedings{mm13:sgc,
Author = {J. Wang and J. Tang and Y.-G. Jiang},
Title = {Strong Geometry Consistency for Large Scale Partial-Duplicate Image Search},
Booktitle = {Proceedings of ACM Multimedia},
Year = {2013}}
@inproceedings{MediaEval2013:AffectTaskDescription,
Author = {C.-H. Demarty and C. Penet and M. Schedl and B. Ionescu and V. L. Quang and Y.-G. Jiang},
Title = {The MediaEval 2013 Affect Task: Violent Scenes Detection},
Booktitle = {Proceedings of MediaEval 2013 Workshop},
Year = {2013}}
@inproceedings{MediaEval2013:Fudan,
Author = {Q. Dai and J. Tu and Z. Shi and Y.-G. Jiang and X. Xue},
Title = {Fudan at MediaEval 2013: Violent Scenes Detection Using Motion Features and Part-Level Attributes},
Booktitle = {Proceedings of MediaEval 2013 Workshop},
Year = {2013}}
@article{IJMIR:EventSurvey,
Author = {Y.-G. Jiang and S. Bhattacharya and S.-F. Chang and M. Shah},
Title = {High-Level Event Recognition in Unconstrained Videos},
Journal = {International Journal of Multimedia Information Retrieval},
Volume = {2},
Number = {2},
Pages = {73-101},
Year = {2013}}
@article{TMM:queryadaptivesearch,
Author = {Y.-G. Jiang and J. Wang and X. Xue and S.-F. Chang},
Title = {Query-Adaptive Image Search with Hash Codes},
Journal = {IEEE Transactions on Multimedia},
Volume = {15},
Number = {2},
Pages = {442-453},
Year = {2013}}
@inproceedings{eccv12:actionmodeling,
Author = {Y.-G. Jiang and Q. Dai and X. Xue and W. Liu and C.-W. Ngo},
Title = {Trajectory-Based Modeling of Human Actions with Motion Reference Points},
Booktitle = {Proceedings of European Conference on Computer Vision (ECCV)},
Year = {2012}}
@inproceedings{eccv12:hybridparts,
Author = {Y. Zheng and Y.-G. Jiang and X. Xue},
Title = {Learning Hybrid Part Filters for Scene Recognition},
Booktitle = {Proceedings of European Conference on Computer Vision (ECCV)},
Year = {2012}}
@inproceedings{cvpr12:KSH,
Author = {W. Liu and J. Wang and R. Ji and Y.-G. Jiang and S.-F. Chang},
Title = {Supervised Hashing with Kernels},
Booktitle = {Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
Year = {2012}}
@inproceedings{icmr12:RealtimeEventRecognition,
Author = {Y.-G. Jiang},
Title = {SUPER: Towards Real-time Event Recognition in Internet Videos},
Booktitle = {Proceedings of ACM International Conference on Multimedia Retrieval},
Year = {2012}}
@inproceedings{MediaEval2012:ShanghaiHongkong,
Author = {Y.-G. Jiang and Q. Dai and C. C. Tan and X. Xue and C.-W. Ngo},
Title = {The Shanghai-Hongkong Team at MediaEval2012: Violent Scene Detection Using Trajectory-based Features},
Booktitle = {Proceedings of MediaEval 2012 Workshop},
Year = {2012}}
@inproceedings{icmr12:BiModalWords,
Author = {G. Ye and I.-H. Jhuo and D. Liu and Y.-G. Jiang and D. T. Lee and S.-F. Chang},
Title = {Joint Audio-Visual Bi-Modal Codewords for Video Event Detection},
Booktitle = {Proceedings of ACM International Conference on Multimedia Retrieval},
Year = {2012}}
@article{tmm12:trainingset,
Author = {Zhu, Shiai and Ngo, Chong-Wah and Jiang, Yu-Gang},
Title = {Sampling and Ontologically Pooling Web Images for Visual Concept Learning},
Journal = {IEEE Transactions on Multimedia},
Volume = {14},
Number = {4},
Pages = {1068-1078},
Year = {2012}}
@article{TIP12:context,
Author = {Y.-G. Jiang and Q. Dai and J. Wang and C.-W. Ngo and X. Xue and S.-F. Chang},
Title = {Fast Semantic Diffusion for Large Scale Context-Based Image and Video Annotation},
Journal = {IEEE Transactions on Image Processing},
Volume = {21},
Number = {6},
Pages = {3080-3091},
Year = {2012}}
@inproceedings{acmmm11:videorecounting,
Author = {Chun-Chet Tan and Yu-Gang Jiang and Chong-Wah Ngo},
Title = {Towards Textually Describing Complex Video Contents with Audio-Visual Concept Classifiers},
BookTitle = {Proceedings of ACM International Conference on Multimedia},
Year = {2011}}
@inproceedings{acmmm11:pooling,
Author = {Zhu, Shiai and Ngo, Chong-Wah and Jiang, Yu-Gang},
Title = {On the Pooling of Positive Examples with Ontology for Visual Concept Learning},
BookTitle = {Proceedings of ACM International Conference on Multimedia},
Year = {2011}}
@inproceedings{icmr11:consumervideo,
Author = {Y.-G. Jiang and G. Ye and S.-F. Chang and D. Ellis and A. C. Loui},
Title = {Consumer Video Understanding: A Benchmark Database and An Evaluation of Human and Machine Performance},
Booktitle = {Proceedings of ACM International Conference on Multimedia Retrieval},
Year = {2011}}
@inproceedings{icmr11:lostinbinarization,
Author = {Y.-G. Jiang and J. Wang and S.-F. Chang},
Title = {Lost in Binarization: Query-Adaptive Ranking for Similar Image Search with Compact Codes},
Booktitle = {Proceedings of ACM International Conference on Multimedia Retrieval},
Year = {2011}}
@inproceedings{cvpr11:reranking,
Author = {Liu, Wei and Jiang, Yu-Gang and Luo, Jiebo and Chang, Shih-Fu},
Title = {Noise Resistant Graph Ranking for Improved Web Image Search},
BookTitle = {Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
Year = {2011}}
@inproceedings{trecvid2011,
Author = {Cees G. M. Snoek and Koen E. A. van de Sande and Xirong Li and Masoud Mazloom and Yu-Gang Jiang and Dennis C. Koelma and Arnold W. M. Smeulders},
Title = {The MediaMill TRECVID 2011 Semantic Video Search Engine},
BookTitle = {NIST TRECVID Workshop},
Year = {2011}}
@article{tcsvt:actioncontext,
Author = {Yu-Gang Jiang and Zhenguo Li and Shih-Fu Chang},
Title = {Modeling Scene and Object Contexts for Human Action Retrieval with Few Examples},
Journal = {IEEE Transactions on Circuits and Systems for Video Technology},
Volume = {21},
Number = {5},
Pages = {674--681},
Year = {2011}}
@article{tcsvt:cdvs,
Author = {Wei, Xiao-Yong and Jiang, Yu-Gang and Ngo, Chong-Wah},
Title = {Concept-Driven Multi-Modality Fusion for Video Search},
Journal = {IEEE Transactions on Circuits and Systems for Video Technology},
Volume = {21},
Number = {1},
Pages = {62--73},
Year = {2011}}
@article{tmm10:yjiang,
Author = {Jiang, Yu-Gang and Yang, Jun and Ngo, Chong-Wah and Hauptmann, Alexander G.},
Title = {Representations of Keypoint-Based Semantic Concept Detection: A Comprehensive Study},
Journal = {IEEE Transactions on Multimedia},
Volume = {12},
Pages = {42--53},
Year = {2010}}
@inproceedings{trecvid10:cuucf,
Author = {Y.-G. Jiang and X. Zeng and G. Ye and S. Bhattacharya and D. Ellis and M. Shah and S.-F. Chang},
Title = {Columbia-UCF TRECVID2010 Multimedia Event Detection: Combining Multiple Modalities, Contextual Concepts, and Temporal Matching},
BookTitle = {NIST TRECVID Workshop},
Year = {2010}}
@inproceedings{civr10:sampling,
Author = {S. Zhu and G. Wang and C.-W. Ngo and Y.-G. Jiang},
Title = {On the Sampling of Web Images for Learning Visual Concept Classifiers},
Booktitle = {Proceedings of ACM International Conference on Image and Video Retrieval},
Year = {2010}}
@inproceedings{acmmm09:bcivpm,
Author = {Wang, Jun and Pohlmeyer, Eric and Hanna, Barbara and Jiang, Yu-Gang and Sajda, Paul and Chang, Shih-Fu},
Title = {Brain State Decoding for Rapid Image Retrieval},
BookTitle = {Proceedings of ACM International Conference on Multimedia},
Year = {2009}}
@inproceedings{acmmm09:sct,
Author = {Y.-G. Jiang and C.-W. Ngo and S.-F. Chang},
Title = {Semantic Context Transfer across Heterogeneous Sources for Domain Adaptive Video Search},
Booktitle = {Proceedings of ACM International Conference on Multimedia},
Year = {2009}}
@inproceedings{iccv09:dasd,
Author = {Jiang, Yu-Gang and Wang, Jun and Chang, Shih-Fu and Ngo, Chong-Wah},
Title = {Domain Adaptive Semantic Diffusion for Large Scale Context-Based Video Annotation},
BookTitle = {Proceedings of International Conference on Computer Vision (ICCV)},
Year = {2009}}
@inproceedings{cvpr09:ldst,
Author = {Wang, Jun and Jiang, Yu-Gang and Chang, Shih-Fu},
Title = {Label Diagnosis through Self Tuning for Web Image Search},
BookTitle = {Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
Year = {2009}}
@inproceedings{civr09:cs,
Author = {Wei, Xiao-Yong and Jiang, Yu-Gang and Ngo, Chong-Wah},
Title = {Exploring Inter-Concept Relationship with Context Space for Semantic Video Indexing},
BookTitle = {Proceedings of ACM International Conference on Image and Video Retrieval},
Year = {2009}}
@inproceedings{trecvid09:vireodvmm,
Author = {Chong-Wah Ngo and Yu-Gang Jiang and Xiao-Yong Wei and Wanlei Zhao and Yang Liu and Jun Wang and Shiai Zhu and Shih-Fu Chang},
Title = {VIREO/DVMM at TRECVID 2009: High-Level Feature Extraction, Automatic Video Search, and Content-Based Copy Detection},
BookTitle = {NIST TRECVID Workshop},
Year = {2009}}
@article{cviu09:yjiang,
Author = {Jiang, Yu-Gang and Ngo, Chong-Wah},
Title = {Visual Word Proximity and Linguistics for Semantic Video Indexing and Near-Duplicate Retrieval},
Journal = {Computer Vision and Image Understanding},
Volume = {113},
Pages = {405--414},
Year = {2009}}
@inproceedings{acmmm08:event,
Author = {Wang, Feng and Jiang, Yu-Gang and Ngo, Chong-Wah},
Title = {Video Event Detection Using Motion Relativity and Visual Relatedness},
BookTitle = {Proceedings of ACM International Conference on Multimedia},
Year = {2008}}
@inproceedings{sigir08:bowe,
Author = {Jiang, Yu-Gang and Ngo, Chong-Wah},
Title = {Bag-of-Visual-Words Expansion Using Visual Relatedness for Video Indexing},
BookTitle = {Proceedings of ACM SIGIR Conference on Research \& Development on Information Retrieval},
Year = {2008}}
@inproceedings{icme08:ndr,
Author = {Jiang, Yu-Gang and Ngo, Chong-Wah},
Title = {Ontology-Based Visual Word Matching for Near-Duplicate Retrieval},
BookTitle = {Proceedings of IEEE International Conference on Multimedia \& Expo},
Year = {2008}}
@TechReport{CUVIREO374:TR,
Author = {Jiang, Yu-Gang and Yanagawa, Akira and Chang, Shih-Fu and Ngo, Chong-Wah},
Title = {{{CU-VIREO374}: Fusing Columbia374 and {VIREO}374 for Large Scale Semantic Concept Detection}},
Institution = {Columbia University ADVENT \#223-2008-1},
Month = {August},
Year = {2008}}
@inproceedings{trecvid08:cu,
Author = {Shih-Fu Chang and Junfeng He and Yu-Gang Jiang and Elie El Khoury and Chong-Wah Ngo and Akira Yanagawa and Eric Zavesky},
Title = {Columbia University/VIREO-CityU/IRIT TRECVID2008 High-Level Feature Extraction and Interactive Video Search},
BookTitle = {NIST TRECVID Workshop},
Year = {2008}}
@inproceedings{trecvid08:cityu,
Author = {Chong-Wah Ngo and Yu-Gang Jiang and Xiaoyong Wei and Wanlei Zhao and Feng Wang and Xiao Wu and Hung-Khoon Tan},
Title = {Beyond Semantic Search: What You Observe May Not Be What You Think},
BookTitle = {NIST TRECVID Workshop},
Year = {2008}}
@article{tmm08:search,
Author = {Wei, Xiao-Yong and Ngo, Chong-Wah and Jiang, Yu-Gang},
Title = {Selection of Concept Detectors for Video Search by Ontology-Enriched Semantic Spaces},
Journal = {IEEE Transactions on Multimedia},
Volume = {10},
Number = {6},
Pages = {1085--1096},
Year = {2008}}
@inproceedings{civr07:bof,
Author = {Jiang, Yu-Gang and Ngo, Chong-Wah and Yang, Jun},
Title = {Towards Optimal Bag-of-Features for Object Categorization and Semantic Video Retrieval},
BookTitle = {Proceedings of ACM International Conference on Image and Video Retrieval},
Year = {2007}}
@inproceedings{mir07:bowsc,
Author = {Yang, Jun and Jiang, Yu-Gang and Hauptmann, Alexander G. and Ngo, Chong-Wah},
Title = {Evaluating Bag-of-Visual-Words Representations in Scene Classification},
BookTitle = {Proceedings of ACM SIGMM Workshop on Multimedia Information Retrieval},
Year = {2007}}
@inproceedings{trecvid07:cityu,
Author = {Chong-Wah Ngo and Yu-Gang Jiang and Xiaoyong Wei and Feng Wang and Wanlei Zhao and Hung-Khoon Tan and Xiao Wu},
Title = {Experimenting VIREO-374: Bag-of-Visual-Words and Visual-Based Ontology for Semantic Video Indexing and Search},
BookTitle = {NIST TRECVID Workshop},
Year = {2007}}
@inproceedings{acmmm06:ndk,
Author = {Ngo, Chong-Wah and Zhao, Wan-Lei and Jiang, Yu-Gang},
Title = {Fast Tracking of Near-Duplicate Keyframes in Broadcast Domain with Transitivity Propagation},
BookTitle = {Proceedings of ACM International Conference on Multimedia},
Year = {2006}}
@inproceedings{vip06:esclif,
Author = {Jiang, Yu-Gang and Zhao, Wan-Lei and Ngo, Chong-Wah},
Title = {Exploring Semantic Concept Using Local Invariant Features},
BookTitle = {Proceedings of Asia-Pacific Workshop on Visual Information Processing},
Year = {2006}}
@inproceedings{civr06:krk,
Author = {Zhao, Wan-Lei and Jiang, Yu-Gang and Ngo, Chong-Wah},
Title = {Keyframe Retrieval by Keypoints: Can Point-to-Point Matching Help?},
BookTitle = {Proceedings of International Conference on Image and Video Retrieval},
Year = {2006}}
@inproceedings{trecvid06:cityu,
Author = {Yu-Gang Jiang and Xiaoyong Wei and Chong-Wah Ngo and Hung-Khoon Tan and Wanlei Zhao and Xiao Wu},
Title = {Modeling Local Interest Points for Semantic Detection and Video Search at TRECVID 2006},
BookTitle = {NIST TRECVID Workshop},
Year = {2006}}