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SLAM - Semantic Learning and Analysis of Multimedia

Publications

 

Statistical Techniques for Video Analysis and Searching

John R. Smith, C. Lin, M. Naphade, A. Natsev and B. Tseng
Video Mining, Kluwer Academic Publishers, Eds. A Rosenfeld, D. Doermann, D. DeMenthon, 2003

 

TRECVID: Objectives, Results and Directions

Paul Over and John R. Smith.
Tutorial, ACM Multimedia 2003
                                                                                           Berkeley, CA 2003

Video Indexing and Retrieval using MPEG-7

John R. Smith.
The Handbook of Image and Video Databases: Design and Applications, CRC Press, Eds. B. Furht, O. Marques, 2003

 

Multimedia Semantics and Machine Learning

Milind Naphade, Edward Chang and John R. Smith.
Tutorial, IEEE ICME 2003

Baltimore, MD 2003

 

MPEG-7 and MPEG-21 Standards for Multimedia Indexing

John R. Smith.
Tutorial, Multimedia Information Retrieval Workshop,

Hong Kong, CN, Nov. 21-22, 2003

 

Semantic Indexing of Multimedia Content Using Visual, Audio and Text Cues

B. Adams, A. Amir, G. Iyengar, C.-Y. Lin, M. Naphade, C. Neti, J.R. Smith
EURASIP Journal of Applied Signal Processing, Special Issue

Feb 2003

 

Active Selection for Multi-Example Querying by Content

Apostol Natsev, J. R. Smith

IEEE Intl. Conf. on Multimedia and Expo (ICME),

Baltimore, MD, July, 2003

 

Improved Text Overlay Detection in Videos Using a Fusion-Based Classifier

C.-Y. Lin, B. L. Tseng, J. R. Smith

IEEE Intl. Conf. on Multimedia and Expo (ICME),

Baltimore, MD, July, 2003

 

Multimedia Semantic Indexing using Model Vectors

J. R. Smith, M. Naphade, A. Natsev

IEEE Intl. Conf. on Multimedia and Expo (ICME),

Baltimore, MD, July, 2003

 

A Framework for Moderate Vocabulary Semantic Visual Concept Detection

Milind R. Naphade, C.-Y. Lin, A. Natsev, J. R. Smith, B. L. Tseng

IEEE Intl. Conf. on Multimedia and Expo (ICME),

Baltimore, MD, July, 2003

 

Exploring Semantic Dependencies for Scalable Concept Detection

Apostol Natsev, Milind R. Naphade, and J. R. Smith

IEEE Intl. Conf. on Image  Processing

Barcelona, Spain, September 2003

 

Normalized Classifier Fusion for Semantic Visual Concept Detection

B. L. Tseng, C.-Y. Lin, M. Naphade, A. Natsev and J. R. Smith

IEEE Intl. Conf. on Image  Processing

Barcelona, Spain, September 2003

 

Interactive Search Fusion Methods for Video Database Retrieval

J. R. Smith, A. Jaimes, C.-Y. Lin, M. Naphade, A. Natsev, B. L. Tseng

IEEE Intl. Conf. on Image  Processing

Barcelona, Spain, September 2003

 

Learning Regional Semantic Concepts from Incomplete Annotations

Milind R. Naphade, and J. R. Smith

IEEE Intl. Conf. on Image  Processing

Barcelona, Spain, September 2003

 

Learning Visual Models of Semantic Concepts

Milind R. Naphade, and J. R. Smith

IEEE Intl. Conf. on Image  Processing

Barcelona, Spain, September 2003

 

A Hybrid Framework for Detecting the Semantics of Concepts and Context

Milind R. Naphade, and J. R. Smith

International Conference on Image and Video Retrieval

Urbana, IL July 2003

 

Mining the Semantics of Concepts and Context

Milind R. Naphade, and J. R. Smith

Intl. Workshop on Multimedia Data Management (MDM-KDD)

Washington D.C. August 2003