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] |
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A. Vailaya, M. Figueiredo, A.
Jain, and HJ Zhang, "A Bayesian Framework for Semantic Classification
of Outdoor Vacation Images," [link] |
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9/17/03 |
NO CLASS |
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9/24/03 |
M. Napahde, I. V. Kozintsev and
T. Huang, "A Factor Graph Framework for Semantic Video Indexing," IEEE TCSVT 2002.[link] |
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K. Tieu and P.Viola, "Boosting Image Retrieval," CVPR 2000. [link] |
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10/1/03 |
Paul Viola and Michael Jones, "Rapid object detection using a boosted cascade of simple features," CVPR, 2001. [link] |
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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] |
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10/15/03 |
NO CLASS |
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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. annotation tool [user manual]
|
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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, |
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]
|
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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 |
||
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] |
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12/10/03 |
TERM PROJECT PRESENTATION (Proposal Due Nov. 10 2003) (report due Dec. 17th 2003) |
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12/17/03 |
TERM PROJECT PRESENTATION (Proposal Due Nov. 17 2003) (report due Dec. 21st 2003) |