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Publications

Please note that all the papers on this page are protected by copyright laws. These work may not be reposted without the explicit permission of the authors or copyright holder.

Book Chapter

1. Xiang Ma, Xu Chen, Dan Schonfeld and Ashfaq Khokhar, "Motion Content-based Video Retrieval, Classification and Summarization", Video Search and Mining in "Studies in Computational Intelligence" Series, Springer-Verlag, accepted, 2009. [pdf]

 

Journal Papers

1. Xu Chen, Dan Schonfeld and Ashfaq Khokhar, Localization and trajectory estimation of mobile object using minimum samples, IEEE Transactions on Vehicular Technology (TVT), Volume 58, Issue 8, 2009, pp 4439-4446.[pdf]

2. Xu Chen, Alfred Hero and Silvio Savarese, Multimodality video indexing and retrieval using directed information, IEEE Transactions on Multimedia Special Issue on Object and Event Classification in Large Scale Video Collections (TMM), to appear, 2011. [pdf]

3. Xu Chen, Dan Schonfeld and Ashfaq Khokhar, Null Space Invariants: Part 1: View Invariant Motion Trajectory Analysi and Image Classification and Retrieval, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), revised, 2009.

4. Xu Chen, Dan Schonfeld and Ashfaq Khokhar, Robust Closed-form Tracking of Moving Targets Using a Single Sensor with Arbitrary Noise Degradation, European Journal of Signal Processing , 2010, under review.

5. Xu Chen, Dan Schonfeld, and Ashfaq Khokhar, Null-Space Invariants: Part 2: Localized Null-Space Representation for Dynamic Image and Video Databases, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2009, submitted.

6. Xu Chen, Madirakshi Das and Alexander Loui, "A Novel Framework for Fast Scene Matching in Consumer Image Collections", IEEE Transactions on Multimedia (TMM), 2011, revised, under 2nd round review.

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another two journal papers are to be submitted ....

 

 

 

 

 

 

 

 

Conference Papers

 

  1. Xu Chen, Yilun Chen and Alfred Hero, " Shrinkage Fisher Information Embedding of High Dimensional Feature Distributions", Asilomar Conference on Signals, Systems and Computers, 2011.
  2. Xu Chen and Alfred Hero, "Fisher Information Embedding for Video Indexing and Retrieval", SPIE Electronic Imaging Conference, Computational Imaging, San Jose, California, 2011. (Invited Paper) [pdf]
  3. Xu Chen, Dan Schonfeld and Ashfaq Khokhar, "Bilinear Invariant Representation for Video Classification and Retrieval", IEEE International Conference on Image Processing (ICIP'10), HongKong, 2010
  4. Xu Chen, Dan Schonfeld and Ashfaq Khokhar, "Non-linear Kernel Space Invariant Representation for View Invariant Motion Trajectory Retrieval and Classification",IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'10), Dallas, TX, 2010 (Invited Paper).
  5. Xu Chen, Dan Schonfeld and Ashfaq Khokhar, "Localized Null Space Representation for Dynamic Updating and Downdating in Image and Video Databases," IEEE International Conference on Image Processing (ICIP'09), Cairo, Egypt, 2009.[pdf]
  6. Xu Chen, Madirakshi Das and Alexander Loui, " A Novel Framework for Fast Scene Matching in Consumer Image Collections", IEEE International Conference on Multimedia & Expo (ICME'10), 2010. [pdf]
  7. Xu Chen and Pascal Frossard, "Joint Reconstruction of Compressed Multi-view Images," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'09), Taibei, Taiwan, 2009.[pdf]
  8. Xu Chen, Dan Schonfeld and Ashfaq Khokhar, "View-Invariant Tensor Null Space Representation For Multiple Motion Trajectory Retrieval and Classification," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'09) (Invited Paper), Taibei, Taiwan, 2009.[pdf]
  9. Xu Chen, Dan Schonfeld and Ashfaq Khokhar, ''Robust multi-dimensional null space representation for image retrieval and classification,'' IEEE Conference on Image Processing (ICIP'08), San Diego, California, 2008.[pdf]
  10. Xu Chen, Dan Schonfeld and Ashfaq Khokhar, ''Robust null space representation and sampling for view invariant motion trajectory analysis,'' IEEE International Conference on Computer Vision and Pattern Recognition (CVPR'08), Anchorage, Alaska, 2008.[pdf] [software](acceptance rate 31.9%)
  11. Xu Chen, Dan Schonfeld and Ashfaq Khokhar, ''Robust closed-form localization of mobile targets using a single sensor based on a non-linear measurement model,'' IEEE International Workshop Singal Processing Advances in Wireless Communications (SPAWC'08), Recife, Pernambuco, Brazil, 2008. [pdf]
  12. Eser Ustunel, Xu Chen, Dan Schonfeld and Ashfaq Khokhar, ''Null space representation for view-invariant motion trajectory classification-recognition and indexing-retrieval,''IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'08), Las Vegas, Nevada, 2008.[pdf]
  13. Xu Chen, Dan Schonfeld and Ashfaq Khokhar, ''Localization and trajectory estimation of mobile object with a single sensor,'' IEEE Statistical Singal Processing Workshop (SSP'07), Madison, Wisconsin, 2007.[pdf]


Last updated: May 11, 2010