Publications of John_R. Smith

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Journals

  1. Ana B. Benitez, Seungyup Paek, Shih-Fu Chang, Qian Huang, Atul Puri, Chung-Sheng Li, John R. Smith, Lawrence D. Bergman, Charles N. Judice. Object-Based Multimedia Description Schemes and Applications for MPEG-7. Image Communication Journal (ICJ), Invited Paper on a Special Issue on MPEG-7, 16(1):235-269, September 2000. details
  2. Shih-Fu Chang, John R. Smith, Mandis Beigi, Ana B. Benitez. Visual Information Retrieval from Large Distributed On-line Repositories. Communications of the ACM, 40(12):63-71, December 1997. details
  3. John R. Smith, Shih-Fu Chang. Visually Searching the Web for Content. IEEE Multimedia, 4(3):12-20, July 1997. details

Book Chapters

  1. John R. Smith, Ana B. Benitez. Content Organization. In Introduction to MPEG 7: Multimedia Content Description Language, B. S. Manjunath, Phillipe Salembier, Thomas Sikora (eds.), Chap. 10, pp. 153-162, Wiley, 2002. details
  2. John R. Smith, Shih-Fu Chang. Querying by Color Regions using the VisualSEEk Content-Based Visual Query System. In Intelligent Multimedia Information Retrieval, Mark T. Maybury (ed.), Chap. 2, pp. 23-42, AAAI Press, 1996. details

Conferences

  1. Felix X. Yu, Liangliang Cao, Michele Merler, Noel Codella, Tao Chen, John R. Smith, Shih-Fu Chang. Modeling Attributes from Category-Attribute Proportions. In ACM Multimedia, November 2014. details
  2. Felix Yu, Liangliang Cao, Rogerio Feris, John Smith, Shih-Fu Chang. Designing category-level attributes for discriminative visual recognition. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Portland, OR, June 2013. details
  3. Liangliang Cao, Yadong Mu, Natsev Apostol, Shih-Fu Chang, Gang Hua, John R. Smith. Scene Aligned Pooling for Complex Video Recognition. In European Conference on Computer Vision (ECCV), 2012. details
  4. L. Cao, S.-F. Chang, N. Codella, C. Cotton, D. Ellis, L. Gong, M. Hill, G. Hua, J. Kender, M. Merler, Y. Mu, A. Natsev, J. R. Smith. IBM Research and Columbia University TRECVID-2011 Multimedia Event Detection (MED) System. In NIST TRECVID Workshop, Gaithersburg, MD, December 2011. details
  5. Shahram Ebadollahi, Lexing Xie, Shih-Fu Chang, John R. Smith. Visual Event Detection Using Multi-Dimensional Concept Dynamics. In IEEE International Conference on Multimedia and Expo (ICME 06), Toronto, Canada, 2006. details
  6. Arnon Amir, Janne O Argillander, Marco Berg, Shih-Fu Chang, Martin Franz, Winston Hsu, Giridharan Iyengar, John R Kender, Lyndon Kennedy, Ching-Yung Lin, Milind Naphade, Apostol (Paul) Natsev, John R. Smith, Jelena Tesic, Gang Wu, Rong Yan, Donqing Zhang. IBM Research TRECVID-2004 Video Retrieval System. In NIST TRECVID 2004 Workshop, Gaithersburg, MD, 2004. details
  7. Dong-Qing Zhang, Ching-Yung Lin, Shih-Fu Chang, John R. Smith. Semantic Video Clustering Across Sources Using Bipartite Spectral Clustering. In IEEE International Conference On Multimedia and Expo (ICME), Taipei, Taiwan, June 2004. details
  8. Arnon Amir, Marco Berg, Shih-Fu Chang, Giridharan Iyengar, Ching-Yung Lin, Apostol Natsev, Chalapathy Neti, Harriet Nock, Milind Naphade, Winston Hsu, John R. Smith, Belle Tseng, Yi Wu, Dongqing Zhang. IBM Research TRECVID-2003 Video Retrieval System. In TRECVID 2003 Workshop, Gaithersburg, MD, November 2003. details
  9. Ana B. Benitez, Shih-Fu Chang, John R. Smith. IMKA: A Multimedia Organization System Combining Perceptual and Semantic Knowledge. In ACM Multimedia, Ottawa, Cananda, October 2001. details
  10. Ana B. Benitez, Di Zhong, Shih-Fu Chang, John R. Smith. MPEG-7 MDS Content Description Tools and Applications. In International Conference on Computer Analysis of Images and Patterns (ICAIP), Warsaw, Poland, September 2001. details
  11. Ana B. Benitez, John R. Smith. New Frontiers for Intelligent Content-Based Retrieval. In SPIE Conference on Storage and Retrieval for Media Databases (IS&T/SPIE), Volume 4315, San Jose, CA, January 2001. details
  12. Ana B. Benitez, John R. Smith, Shih-Fu Chang. MediaNet: A Multimedia Information Network for Knowledge Representation. In SPIE Conference on Internet Multimedia Management Systems (IS&T/SPIE), Volume 4210, Boston, MA, November 2000. details
  13. John R. Smith, Ana B. Benitez. Conceptual Modeling of Audio-Visual Content. In IEEE International Conference on Multimedia and Expo (ICME), New York, NY, July 2000. details
  14. Di Zhong, Shih-Fu Chang, John R. Smith. Differential Compression and Optimal Caching Methods for Content-Based Image Search Systems. In SPIE Multimedia Storage and Archiving Systems IV, Boston, MA, September 1999. details
  15. Seungyup Paek, John R. Smith. Detecting Image Purpose in World-Wide Web Documents. In IS&T/SPIE Symposium on Electronic Imaging: Science and Technology (EI'98), San Jose, CA, January 1998. details
  16. John R. Smith, Shih-Fu Chang. Joint Adaptive Space and Frequency Basis Selection. In IEEE International Conference on Image Processing (ICIP), Santa Barbara, CA, October 1997. details
  17. John R. Smith, Shih-Fu Chang. Multi-stage Classification of Images from Features and Related Text. In 4th Europe EDLOS Workshop, San Miniato, Italy, August 1997. details
  18. John R. Smith, Shih-Fu Chang. An Image and Video Search Engine for the World-Wide Web. In IS&T/SPIE Symposium on Electronic Imaging: Science and Technology (EI'97) - Storage and Retrieval for Image and Video Databases V, San Jose, CA, February 1997. details
  19. John R. Smith, Shih-Fu Chang. VisualSEEk: a Fully Automated Content-Based Image Query System. In ACM Multimedia, Boston, MA, November 1996. details
  20. John R. Smith, Shih-Fu Chang. Automated Binary Texture Feature Sets for Image Retrieval. In IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'96), Atlanta, GA, May 1996. details
  21. Shih-Fu Chang, John R. Smith, Horace Jianhao Meng. Efficient Techniques for Feature-Based Image/Video Access and Manipulation. In 33rd Annual Clinic on Library Applications of Data Processing - Digital Image Access and Retrieval (Invited Paper), University of Illinois at Urbana-Champaign, IL, March 1996. details
  22. John R. Smith, Shih-Fu Chang. Tools and Techniques for Color Image Retrieval. In IS&T/SPIE Symposium on Electronic Imaging: Science and Technology (EI'96) - Storage and Retrieval for Image and Video Databases IV, Volume 2670, San Jose, CA, February 1996. details
  23. John R. Smith, Shih-Fu Chang. Space Adaptive Wavelet Packet Image Compression. In IS&T/SPIE Symposium on Electronic Imaging: Science and Technology (EI'96) - Still Image Compression 1996, Volume 2669, San Jose, CA, January 1996. details
  24. John R. Smith, Shih-Fu Chang. Single Color Extraction and Image Query. In IEEE International Conference on Image Processing (ICIP), Washington, DC, October 1995. details
  25. Shih-Fu Chang, John R. Smith. Extracting Multi-Dimensional Signal Features for Content-Based Visual Query. In Proceedings, SPIE Symposium on Visual Communications and Image Processing (VCIP'95), Taipei, Taiwan, May 1995. details
  26. John R. Smith, Shih-Fu Chang. Frequency and Spatially Adaptive Wavelet Packets. In IEEE International Conference on Acoustics, Speech & Signal Processing (ICASSP'95), Detroit, MI, May 1995. details
  27. John R. Smith, Shih-Fu Chang. Transform Features for Texture Classification and Discrimination in Large Image Databases. In IEEE International Conference on Image Processing (ICIP), Austin, TX, November 1994. details
  28. John R. Smith, Shih-Fu Chang. Quad-Tree Segmentation for Texture-Based Image Query. In ACM Multimedia, San Francisco, CA, October 1994. details
  29. Shih-Fu Chang, Dimitris Anastassiou, Alexandros Eleftheriadis, Horace Jianhao Meng, Seungyup Paek, Sassan Pejhan, John R. Smith. Development of Advanced Image/Video Servers in the Video on Demand Testbed. In IEEE Visual Signal Processing and Communications Workshop, New Brunswick, NJ, September 1994. details

Technical Reports

  1. Felix Yu, Liangliang Cao, Rogerio Feris, John Smith, Shih-Fu Chang. Additional remarks on designing category-level attributes for discriminative visual recognition. Computer Science Department Technical Report # CUCS 007-13 Columbia University, 2013. details
  2. Winston Hsu, Lyndon Kennedy, Shih-Fu Chang, Martin Franz, John R. Smith. COLUMBIA-IBM NEWS VIDEO STORY SEGMENTATION IN TRECVID 2004. ADVENT Technical Report #207-2005-3 Columbia Universiry, 2005. details
  3. John R. Smith, Shih-Fu Chang. Searching for Images and Videos on the World-Wide Web. CU/CTR Technical Report #459-96-25 Columbia University, 1996. details
  4. Shih-Fu Chang, John R. Smith, Hualu Wang. Automatic Feature Extraction and Indexing for Content-Based Visual Query. CU/CTR Technical Report 408-95-14 Columbia University, 1995. details

Thesis

  1. John R. Smith. Integrated Spatial and Feature Image Systems: Retrieval, Analysis and Compression. PhD Thesis Graduate School of Arts and Sciences, Columbia University, 1997. details

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