Publications

Thesis proposal: Learning to adapt across multimedia domains [PDF]

Journal Paper:

·         Jun Yang, R. Yan, Y. Liu, and E. P. Xing
Harmonium Models for Video Classification. Statistical Analysis and Data Mining [PDF]
Journal of Statistical Analysis and Data Mining (2007).

  • Jun Yang, Qing Li, Liu Wenyin, Yueting Zhuang
    Searching for Flash Movies on the Web: a Content and Context Based Framework [PDF]
    World Wide Web Journal, vol. 8(4), pp. 495-517, Kluwer Academic Publishers, 2005.
  • Jun Yang, Qing Li, Liu Wenyin, Yueting Zhuang
    Content-based Retrieval of Flash Movies: Research Issues, Generic Framework, and Future Directions [PDF]
    Multimedia Tools and Application, Kluwer Academic Publisher.

·         Jun Yang, Qing Li, Yueting Zhuang
Towards Data-adaptive and User-adaptive Image Retrieval by Peer Indexing [PDF] [PS]
Int’l Journal of Computer Vision (IJCV), special issue on Content-based Image Retrieval, Vol. 56, 1-2, pp. 47-63, 2004.

Conference Paper:

  • Jun Yang, Alex Hauptmann
    A Framework for Classifier Adaptation and its Applications in Concept Detection [PDF]
    ACM Int’l Conf. on Multimedia Information Retrieval (MIR), Vancouver, Canada, 2008. (Oral)
  • Jun Yang, Alex Hauptmann
    (Un)Reliability of Video Concept Detection [PDF] 
    ACM Int’l Conf. on Image and Video Retrieval (CIVR), Niagara Falls, Canada, 2008. (Oral)
  • Jun Yang, Rong Yan, Alex Hauptmann
    Cross-Domain Video Concept Detection using Adaptive SVMs [PDF] 
    ACM Multimedia 2007, Augsburg, Germany, 2007. (Oral)
  • Jun Yang, Rong Yan, Alex Hauptmann
    Adapting SVM Classifiers to Data with Shifted Distributions [PDF]
    Workshop on Knowledge Discovery and Data Mining from Multimedia Data and Multimedia Applications, in conjunction with Int’l Conference on Data Mining (ICDM) 2007, Omaha, NE, 2007. (Oral)
  • Jun Yang, Yu-Gang Jiang, Alex Hauptmann, Chong-Wah Ngo
    Evaluating Bag-of-Visual-Words Representations for Scene Classification [PDF]
    Workshop on Multimedia Information Retrieval (MIR), in conjunction with ACM Multimedia 2007. (Poster)
  • Yu-Gang Jiang, Chong-Wah Ngo, Jun Yang
    Towards Optimal Bag-of-Features for Object Categorization and Semantic Video Retrieval     [PDF] 
    ACM International Conference on Image and Video Retrieval (CIVR'07), Amsterdam, Netherlands, Jul. 9-11, 2007. (Poster)
  • Jun Yang, Yan Liu, Eric P. Xing, Alex Hauptmann
    Harmonium Models for Semantic Video Representation and Classification  [PDF]  (Best Application Paper)
    In SIAM Conf. on Data Mining 2007, Minneapolis, Minnesota, Apr. 26-28, 2007. (Oral).

  • Jun Yang, Alex Hauptmann
    Exploring Temporal Consistency for Video Retrieval and Analysis     [PDF]
    In Proc. of 8th ACM SIGMM Intl Workshop on Multimedia Information Retrieval (MIR), Oct. 26-27, 2006, Santa Barbara, CA. (Oral)
  • Jun Yang, Alex Hauptmann
    3WNews: Who, Where, When in News Video [PDF]
    In Proc. of 8th ACM Multimedia 2006, Oct. 23-27, 2006, Santa Barbara, CA. (Demonstration)
  • Alex Hauptmann, Wei-Hao Lin, Rong Yan, Jun Yang, Ming-Yu Chen
    Extreme Video Retrieval: Joint Maximization of Human and Computer Performance
    In Proc. of 8th ACM Multimedia 2006, Oct. 23-27, 2006, Santa Barbara, CA. (Oral)
  • Jun Yang, Alex Hauptmann
    Annotating News Video with Locations [PDF] (Best Paper Award)
    In Proc. of 6th Intl Conf. on Image and Video Retrieval (CIVR), Jul.13-15, 2006, Tempe, AZ. (Oral)
  • Jun Yang, Rong Yan, Alex Hauptmann
    Multiple Instance Learning for Labeling Faces in Broadcasting News Video [PDF]
    In Proc. ACM Multimedia 2005, pp.31-40, Nov.6-11, 2005, Singapore. (Oral)
  • Jun Yang, Alex Hauptmann
    Multi-Modality Analysis for Person Type Classification in News Video [PDF]
    In Media Computing and Networking 2005, Proc. of SPIE, vol. 5682, page 165-172, San Jose, Jan. 2005. (Oral)
  • Dawei Ding, Jun Yang, Qing Li, Wenyin Liu, Liping Wang
    What Can Expressive Semantics Tell: Retrieval Model for a Flash-Movie Search Engine
    In Proc. Conf. on Image and Video Retrieval (CIVR), pp. 123-133, Singapore, 2005.
  • Jun Yang, Alex Hauptmann
    Naming Every Individual in News Video Monologues [PDF]
    In Proc. ACM Multimedia 2004, pp.580-587, Oct.10-16, 2004, New York City. (Oral)
  • Rong Yan, Jun Yang, Alex Hauptmann
    Learning Query-Class Dependent Weights in Automatic Video Retrieval [PDF] (Best Paper Runner-up)
    In Proc. ACM Multimedia 2004, pp. 548-555, Oct.10-16, 2004, New York City. (Oral)
  • Jun Yang, Ming-yu Chen, Alex Hauptmann
    Finding Person X: Correlating Names with Visual Appearances [PDF]
    Int'l Conf. on Image and Video Retrieval, Dublin City, July 21-23, 2004. (Oral)
  • Jun Yang, Alex Hauptmann
    Video Grammar for Locating Named People [PDF]
    Joint Conference on Digital Libraries (JCDL) 2004, June 7-11, Tucson, AZ, 2004. (Poster)
  • Dawei Ding, Jun Yang, Qing Li, Liping Wang, Wenyin Liu
    Towards a Flash Search Engine based on Expressive Semantics [PDF]
    The 13th International Conference on World Wide Web, May 17-22, New York, USA, 2004. (Poster).

·         Jun Yang, Qing Li, Yueting Zhuang
Modeling Data and User Characteristics by Peer Indexing in Content-based Image Retrieval [PDF]
In Proceedings of The 9th International Conference on Multimedia Modeling (MMM 2003), pp. 49-69, Kamkang, Taiwan, Jan. 2003.

·         Jun Yang, Qing Li, Liu Wenyin, Yueting Zhuang
FLAME: A Generic Framework for Content-based Flash Retrieval [PDF]
In the 4th International Workshop on Multimedia Information Retrieval (MIR 2002), in conjunction with ACM Multimedia 2002, Juan-les-Pins, France, Dec., 2002. 

·         Qing Li, Jun Yang, Yueting Zhuang
MediaView: A Semantic View Mechanism for Multimedia Modeling [PDF]
In Proceedings of the 3rd IEEE Pacific-Rim Conference on Multimedia (PCM 2002), pp. 729-736, Taiwan, Dec., 2002.

·         Jun Yang, Qing Li, Yueting Zhuang
A Self-adaptive Semantic Schema Mechanism for Multimedia Databases [PDF]
In Proceedings of SPIE PhotonicsAsia: Electronic Imaging and Multimedia Technology III,  pp.69-79, Proceedings vol. 4926, Shanghai, China, Oct. 2002.

·         Jun Yang, Qing Li, Liu Wenyin, Yueting Zhuang
Search for Flash Movies on the Web [PDF]
In Proceedings of 3rd International Conference on Web Information Systems Engineering, workshop on Mining for Enhanced Web Search, Singapore, Dec, 2002.

·         Yueting Zhuang, Jun Yang, Qing Li, Yunhe Pan
A Graphic-Theoretic Model for Incremental Relevance Feedback in Image Retrieval [PDF]
In Proceedings of 2002 International Conference on Image Processing (ICIP 2002), Rochester, New York, Sep., 2002.

·         Jun Yang, Qing Li, Yueting Zhuang
Image Retrieval and Relevance Feedback using Peer Indexing [PDF]
In Proceedings of 2002 IEEE International Conference on Multimedia and Expo (ICME 2002), Lausanne, Switzerland, Aug, 2002.

·         Jun Yang, Qing Li, Yueting Zhuang
Octopus: Aggressive Search of Multi-Modality Data Using Multifaceted Knowledge Base [PDF]
In Proceedings of 11th International Conference on World Wide Web (WWW 2002), pp.54-64, Hawaii, USA, May, 2002.

·         Jun Yang, Yueting Zhuang, Qing Li
Search for Multi-Modality Data in Digital Libraries [PDF]
In Proceedings of 2nd IEEE Pacific-Rim Conference on Multimedia (PCM 2001), pp. 482-489, Beijing, China, Oct, 2001.　

·         Jun Yang, Yueting Zhuang, Qing Li
Multi-Modal Retrieval for Multimedia Digital Libraries: Issues, Architecture, and Mechanisms [PDF]
In Proceedings of International Workshop on Multimedia Information Systems (MIS 2001), pp. 81-88, Capri, Italy, Sep, 2001.

·         Jun Yang, Liu Wenyin, Hongjiang Zhang, Yueting Zhuang
Thesaurus- Aided Approach for Image Retrieval and Browsing [PDF]
Proceedings of 2nd IEEE International Conference on Multimedia and Expo (ICME 2001), pp. 313-316. Tokyo, Japan, 2001.

·         Qing Li, Jun Yang, Yueting Zhuang
Web-based Multimedia Retrieval: Balancing out between Common Knowledge and Personalized Views [PDF]
In Proceedings of 2nd International Conference on Web Information System Engineering (WISE 2001), pp. 92-101, Kyoto, Japan, Jan, 2001.
　

·         Jun Yang, Liu Wenyin, Hongjiang Zhang, Yueting Zhuang
An Approach to Semantics-Based Image Retrieval and Browsing [PDF]
In Proceedings of 7th International Conference on Distributed Multimedia Systems (DMS 2001), Taiwan, 2001

Other Referred Paper:

  • A. Hauptmann, R.V. Baron, M.-Y. Chen, M. Christel, P. Duygulu, C. Huang, R. Jin, W.-H. Lin, T. Ng, N. Moraveji, N. Papernick, C.G.M. Snoek, G. Tzanetakis, J. Yang, R. Yan, and H.D. Wactlar
    Informedia at TRECVID 2003: Analyzing and Searching Broadcast News Video [PDF]
    Proceedings of (VIDEO) TREC 2003, Gaithersburg, MD, November 2003.
  • Dawei Ding, Qing Li, Jun Yang
    Multimedia Data Integration and Navigation through MediaView: Implementation, Evolution and Utilization
    The 9th International Conference on Database Systems for Advanced Applications (DASFFA), Island, Korea, Feb. 2004.
  • Feng Bo, Qing Li, Jun Yang, Liu Wenyin, Zhai Jian
    Efficient Database Facilities For Content-based Flash Retrieval [PDF]
    In Proceedings of IEEE International Conference on Multimedia and Expo (ICME 2003), Baltimore, USA, Jul, 2003.

·         Jian Zhai, Jun Yang, Qing Li, Liu Wenyin, Bo Feng
Rich Media Retrieval on the Web – a Multi-level Indexing Approach [PDF][HTML]
In Proceedings of 12th International World Wide Web Conference (WWW 2003), 20-24 May 2003, Budapest, Hungary. (Poster)

·         Zhuang Yueting, Liu xiaoming, Pan Yunhe, Yang Jun
Human Three Dimension Motion Skeleton Reconstruction of Motion Image Sequence [PDF]
Journal of Computer-aided Design & Computer Graphics, 12(4), 245-251, 2002. (in Chinese) 

 

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