EE 6882 Fall 2003 Schedule

Date
Papers
Presentors
Slides/Programs
9/3/03
Introduction
Prof. Shih-Fu Chang
9/10/03

A. Vailaya, A. Jain, and HJ Zhang, "On Image Classification: City Images vs. Landscapes," Pattern Recognition Journal. [link]

A. Vailaya, M. Figueiredo, A. Jain, and HJ Zhang, "A Bayesian Framework for Semantic Classification of Outdoor
Vacation Images," [link]
9/17/03
NO CLASS
9/24/03
M. Napahde, I. V. Kozintsev and T. Huang, "A Factor Graph Framework for
Semantic Video Indexing," IEEE TCSVT 2002.[link]

K. Tieu and P.Viola, "Boosting Image Retrieval," CVPR 2000. [link]

10/1/03

Paul Viola and Michael Jones, "Rapid object detection using a boosted cascade of simple features," CVPR, 2001. [link]

     
10/8/03
S. Tong and E. Chang, "Support Vector Machine Active Learning for Image Retrieval," ACM International Conference on Multimedia, pp.107-118, Ottawa, October 2001. [link]
10/15/03
NO CLASS
10/22/03

TREC 2003 Video Retrieval Benchmark

B. Adams, G. Iyengar, Ching-Yung Lin, Milind Naphade, Chalapathy Neti, Herriet Nock and John R. Smith, "Semantic Indexing of Multimedia Content Using Visual, Audio and Text Cues," EURASIP Journal on Applied Signal Processing, Feb 2003 . (pre-print) [link]

 

Ching-Yung Lin, Belle L. Tseng, Milind Naphade, Apostol Natsev and John R.
S mith, "VideoAL: A Novel End-to-End MPEG-7 Automatic Labeling System,"
IEEE Intl. Conf. on Image Processing (ICIP), Barcelona, Spain, September
2003. [link]

annotation tool [user manual]

 

Guest Speaker:
Dr. Ching-Yung Lin
IBM T.J. Watson Research
10/29/03
Guodong Guo and Stan.Z. Li, "Content-based Audio Classification and Retrieval by Support Vector Machines," IEEE Trans. on Neural Networks. Vol.14, No.1, pp.209-215. January 2003. [link]
slides and code

Multi-camera Spatio-temporal Fusion and Biased Sequence-data Learning for Security Surveillance,
G. Wu, Y. Wu, L. Jiao, Y.-F. Wang, and E. Chang, ACM International Conference on Multimedia, Berkeley, November 2003. [link]

slides and code
11/5/03
W. Hsu, S.-F. Chang, A Statistical Framework for Fusing Mid-level Perceptual Features in News Story Segmentation, IEEE International Conference on Multimedia & Expo (ICME) 2003. [link]
J. Huang, Z. Liu, and Y. Wang, "Joint Video Scene Segmentation and Classification based on Hidden Markov Model," Proc. IEEE International Conference on Multimedia and Expo (ICME 2000), New York, Aug. 2000. [link]
slides and code
11/19/03
M. Brand and N. Oliver and A. Pentland, "Coupled hidden markov models for complex action recognition", CVPR 97. [link]

J. Kwon and K. Murphy, "Modeling Freeway Traffic with Coupled HMMs," [link]

slides and code
11/21/03
(Friday)

K. Barnard and D. A. Forsyth. Learning the semantics of words and pictures. In International
Conference on Computer Vision, pages II:408–415, 2001. [link]

Y. Altun, I. Tsochantaridis, T. Hofmann, "Hidden Markov Support Vector Machines," 20th International Conference on Machine Learning (ICML), 2003. [link] slides and code
11/26/03
P. Duygulu, Kobus B., J. F. G de Freitas, and D. A. Forsyth. Object recognition as machine translation:
Learning a lexicon for a fixed image vocabulary. In The Seventh European Conference on
Computer Vision, pages IV:97–112, 2002. [link]
slides and code
M. Ciaramita, T. Hofmann, M. Johnson, "Hierarchical Semantic Classification: Word Sense Disambiguation with World Knowledge," 18th International Joint Conference on Artificial Intelligence (IJCAI), 2003. [link]
12/10/03

TERM PROJECT PRESENTATION

(Proposal Due Nov. 10 2003)

(report due Dec. 17th 2003)

Xanadu Halkias, Robert Turetsky

Saurabh Lahoti

Uday Arya

Shreeharsh Kelklar

12/17/03

TERM PROJECT PRESENTATION

(Proposal Due Nov. 17 2003)

(report due Dec. 21st 2003)