@PhdThesis{BenitezThesis05, 
	Author = {Benitez, Ana B.},
	Title = {Multimedia Knowledge: Discovery, Classification, Browsing, and Retrieval},
	School = {Graduate School of Arts and Sciences, Columbia University},
	Year = {2005}
} 


@InProceedings{dvmmPub9, 
	Author = {Oami, Ryoma and Benitez, Ana B. and Chang, Shih-Fu and Dimitrova, Nevenka},
	Title = {Understanding and Modeling User Interest in Consumer Videos},
	BookTitle = {IEEE International Conference On Multimedia & Expo (ICME)},
	Address = {Taipei, Taiwan},
 	Month = {June},
	Year = {2004}
} 


@TechReport{dvmmPub13, 
	Author = {Benitez, Ana B. and Chang, Shih-Fu},
	Title = {Organization and Browsing of Annotated Images Using Multiresolution Knowledge Networks},
	Institution = {Columbia University},
	Year = {2003}
} 


@article{dvmmPub14, 
	Author = {Benitez, Ana B. and Chang, Shih-Fu},
	Title = {Automatic Multimedia Knowledge Discovery, Summarization and Evaluation},
	Journal = {IEEE Transactions on Multimedia, 2003 (submitted)},
	Year = {2003}
} 


@InProceedings{dvmmPub15, 
	Author = {Benitez, Ana B. and Chang, Shih-Fu},
	Title = {Extraction, Description and Application of Multimedia Using MPEG-7},
	BookTitle = {Asimolar Conference of Signals, Systems, and Computers, Invited Paper on Special Session on Document Image Processing},
	Address = {Monterey, CA},
 	Month = {November},
	Year = {2003}
} 


@InProceedings{dvmmPub40, 
	Author = {Benitez, Ana B. and Chang, Shih-Fu},
	Title = {Image Classification Using Multimedia Knowledge Networks},
	BookTitle = {IEEE International Conference on Image Processing (ICIP)},
	Address = {Barcelona, Spain},
 	Month = {September},
	Year = {2003}
} 


@InProceedings{dvmmPub41, 
	Author = {Benitez, Ana B. and Chang, Shih-Fu and Smith, John R.},
	Title = {IMKA: A Multimedia Organization System Combining Perceptual and Semantic Knowledge},
	BookTitle = {ACM Multimedia},
	Address = {Ottawa, Cananda},
 	Month = {October},
	Year = {2001}
} 


@InProceedings{dvmmPub42, 
	Author = {Benitez, Ana B. and Zhong, Di and Chang, Shih-Fu and Smith, John R.},
	Title = {MPEG-7 MDS Content Description Tools and Applications},
	BookTitle = {International Conference on Computer Analysis of Images and Patterns (ICAIP)},
	Address = {Warsaw, Poland},
 	Month = {September},
	Year = {2001}
} 


@article{dvmmPub43, 
	Author = {Jorgensen, Corinne and Jaimes, Alejandro and Benitez, Ana B. and Chang, Shih-Fu},
	Title = {A Conceptual Framework and Research for Classifying Visual Descriptors},
	Journal = {Journal of the American Society for Information Science (JASIS), Invited Paper on Special Issue on Image Access: Bridging Multiple Needs and Multiple Perspectives, Sep 2001},
	Volume = {52},
	Number = {11},
	Pages = {938--947},
	Month = {September},
	Year = {2001}
} 


@InProceedings{dvmmPub44, 
	Author = {Benitez, Ana B. and Smith, John R.},
	Title = {New Frontiers for Intelligent Content-Based Retrieval},
	BookTitle = {SPIE Conference on Storage and Retrieval for Media Databases (IS&T/SPIE)},
	Volume = {4315},
	Address = {San Jose, CA},
 	Month = {January},
	Year = {2001}
} 


@InProceedings{dvmmPub47, 
	Author = {Jaimes, Alejandro and Benitez, Ana B. and Jorgensen, Corinne and Chang, Shih-Fu},
	Title = {Experiments in Indexing Multimedia Data at Multiple Levels},
	BookTitle = {ASIS SIG Classification Research Workshop, Idea Mart: Classification for User Support and Learning},
	Address = {Chicago, IL},
 	Month = {November},
	Year = {2000}
} 


@InProceedings{dvmmPub48, 
	Author = {Benitez, Ana B. and Smith, John R. and Chang, Shih-Fu},
	Title = {MediaNet: A Multimedia Information Network for Knowledge Representation},
	BookTitle = {SPIE Conference on Internet Multimedia Management Systems (IS&T/SPIE)},
	Volume = {4210},
	Address = {Boston, MA},
 	Month = {November},
	Year = {2000}
} 


@InProceedings{dvmmPub49, 
	Author = {Benitez, Ana B. and Rising, Hawley and Jorgensen, Corinne and Leonardi, Ricardo and Bugatti, Alesandro and Hasida, Koiti and Mehrotra, Rajiv and Murat Tekalp, A. and Ekin, Ahmet and Walker, Toby},
	Title = {Semantics of Multimedia in MPEG-7},
	BookTitle = {IEEE International Conference on Image Processing (ICIP)},
	Address = {Rochester, New York},
 	Month = {September},
	Year = {2002}
} 


@InProceedings{dvmmPub50, 
	Author = {Jaimes, Alejandro and Benitez, Ana B. and Chang, Shih-Fu and C. Loui, Alexander},
	Title = {Discovering Recurrent Visual Semantics in Consumer Photographs},
	BookTitle = {IEEE International Conference on Image Processing (ICIP), Invited Paper on Special Session on Semantic Feature Extraction in Consumer Contents},
	Address = {Vancouver, Canada},
 	Month = {September},
	Year = {0}
} 


@InProceedings{dvmmPub51, 
	Author = {Smith, John R. and Benitez, Ana B.},
	Title = {Conceptual Modeling of Audio-Visual Content},
	BookTitle = {IEEE International Conference on Multimedia and Expo (ICME)},
	Address = {New York, NY},
 	Month = {July},
	Year = {2000}
} 


@article{dvmmPub52, 
	Author = {Benitez, Ana B. and Paek, Seungyup and Chang, Shih-Fu and Huang, Qian and Puri, Atul and Li, Chung-Sheng and Smith, John R. and D. Bergman, Lawrence and N. Judice, Charles},
	Title = {Object-Based Multimedia Description Schemes and Applications for MPEG-7},
	Journal = {Image Communication Journal (ICJ), Invited Paper on a Special Issue on MPEG-7},
	Volume = {16},
	Number = {1},
	Pages = {235--269},
	Month = {September},
	Year = {2000}
} 


@InProceedings{dvmmPub53, 
	Author = {Benitez, Ana B. and Chang, Shih-Fu},
	Title = {Validation Experiments on Structural, Conceptual, Collection, and Access Description Schemes for MPEG-7},
	BookTitle = {Digest of the IEEE 2000 International Conference on Consumer Electronics (ICCE-2000), Invited Paper on Special Session on MPEG-7},
	Address = {Los Angeles, CA},
 	Month = {June},
	Year = {2000}
} 


@InProceedings{dvmmPub101, 
	Author = {Paek, Seungyup and Benitez, Ana B. and Chang, Shih-Fu},
	Title = {Self-Describing Schemes for Interoperable MPEG-7 Multimedia Content Descriptions},
	BookTitle = {IS&T/SPIE Symposium on Electronic Imaging: Science and Technology (EI'99) - Visual Communications and Image Processing (VCIP)},
	Address = {San Jose, CA},
 	Month = {January},
	Year = {1999}
} 


@InProceedings{dvmmPub113, 
	Author = {Beigi, Mandis and Benitez, Ana B. and Chang, Shih-Fu},
	Title = {MetaSEEk: A Content-Based Meta-Search Engine for Images},
	BookTitle = {SPIE Conference on Storage and Retrieval for Image and Video Databases VI (IST/SPIE-1998)},
	Volume = {3312},
	Address = {San Jose, CA},
 	Month = {January},
	Year = {1998}
} 


@article{dvmmPub114, 
	Author = {Benitez, Ana B. and Beigi, Mandis and Chang, Shih-Fu},
	Title = {Using Relevance Feedback in Content-Based Image Metasearch},
	Journal = {IEEE Internet Computing},
	Volume = {2},
	Number = {4},
	Pages = {59--69},
	Month = {July},
	Year = {1998}
} 


@article{dvmmPub125, 
	Author = {Chang, Shih-Fu and Smith, John R. and Beigi, Mandis and Benitez, Ana B.},
	Title = {Visual Information Retrieval from Large Distributed On-line Repositories},
	Journal = {Communications of the ACM},
	Volume = {40},
	Number = {12},
	Pages = {63--71},
	Month = {December},
	Year = {1997}
} 


@InProceedings{dvmmPub224, 
	Author = {Benitez, Ana B. and Chang, Shih-Fu},
	Title = {Multimedia Knowledge Integration, Summarization and Evaluation},
	BookTitle = {International Workshop On Multimedia Data Mining in conjuction with the International Conference on Knowledge Discovery & Data Mining (MDM/KDD-2002)},
	Address = {Edmonton, Alberta, Canada},
 	Month = {July},
	Year = {2002}
} 


@TechReport{anaChangTR003, 
	Author = {Benitez, Ana B. and Chang, Shih-Fu},
	Title = {Multimedia Knowledge Integration, Summarization and Evaluation},
	Institution = {Columbia University},
	Month = {July},
	Year = {2002}
} 


@InProceedings{dvmmPub225, 
	Author = {Benitez, Ana B. and Chang, Shih-Fu},
	Title = {Perceptual Knowledge Construction from Annotated Image Collections},
	BookTitle = {IEEE International Conference On Multimedia & Expo (ICME-2002)},
	Address = {Lausanne, Switzerland},
 	Month = {August},
	Year = {2002}
} 


@TechReport{anaChangTR001, 
	Author = {Benitez, Ana B. and Chang, Shih-Fu},
	Title = {Perceptual Knowledge Construction from Annotated Image Collections},
	Institution = {Columbia University},
	Month = {August},
	Year = {2002}
} 


@InProceedings{dvmmPub226, 
	Author = {Benitez, Ana B. and Chang, Shih-Fu},
	Title = {Semantic Knowledge Construction from Annotated Image Collections},
	BookTitle = {IEEE International Conference On Multimedia & Expo (ICME-2002)},
	Address = {Lausanne, Switzerland},
 	Month = {August},
	Year = {2002}
} 


@TechReport{anaChangTR002, 
	Author = {Benitez, Ana B. and Chang, Shih-Fu},
	Title = {Semantic Knowledge Construction from Annotated Image Collections},
	Institution = {Columbia University},
	Month = {August},
	Year = {2002}
} 


@InCollection{dvmmPub229, 
	Author = {Benitez, Ana B. and M. Martinez, Jose and Rising, Hawley and Salembier, Philippe},
	Title = {Description of a Single Multimedia Document},
	BookTitle = {Introduction to MPEG 7: Multimedia Content Description Language},
	editor = {S. Manjunath, B. and Salembier, Phillipe and Sikora, Thomas},
	Chapter= {8},
	Pages = {111--138},
	Publisher = {Wiley},
	Year = {2002}
} 


@InCollection{dvmmPub230, 
	Author = {Smith, John R. and Benitez, Ana B.},
	Title = {Content Organization},
	BookTitle = {Introduction to MPEG 7: Multimedia Content Description Language},
	editor = {S. Manjunath, B. and Salembier, Phillipe and Sikora, Thomas},
	Chapter= {10},
	Pages = {153--162},
	Publisher = {Wiley},
	Year = {2002}
}