==Applications==Potential uses for CBIR include:* Architectural and engineering design* Art collections* Crime prevention* Geographical information and remote sensing systems* Intellectual property* Medical diagnosis* Military* Photograph archives* Retail catalogs* Nudity-detection filters* Face Finding* Textiles IndustryCommercial Systems that have been developed include:* IBM’s QBIC* Virage’s VIR Image Engine* Excalibur’s Image RetrievalWare* VisualSEEk and WebSEEk* Netra* MARS* Vhoto* PixolutionExperimental Systems include:* MIT’s Photobook* Columbia University’s WebSEEk* Carnegie-Mellon University’s Informedia==See also==*MPEG-7*Document classification*GazoPa*Image retrieval*List of CBIR engines*Macroglossa Visual Search*Multimedia Information Retrieval*Multiple-instance learning*Nearest neighbor search==References==== Further reading ==; Relevant research papers* "Query by Image and Video Content: The QBIC System", (Flickner, 1995)* "Finding Naked People" (Fleck et al., 1996)* "Virage Video Engine", (Hampapur, 1997)* "Library-based Coding: a Representation for Efficient Video Compression and Retrieval", (Vasconcelos & Lippman, 1997)* "System for Screening Objectionable Images" (Wang et al., 1998)* "Content-based Image Retrieval" (JISC Technology Applications Programme Report 39) (Eakins & Graham 1999)* "Windsurf: Region-Based Image Retrieval Using Wavelets" (Ardizzoni, Bartolini, and Patella, 1999)* "A Probabilistic Architecture for Content-based Image Retrieval", (Vasconcelos & Lippman, 2000)* "A Unifying View of Image Similarity", (Vasconcelos & Lippman, 2000)* "Next Generation Web Searches for Visual Content", (Lew, 2000)* "Image Indexing with Mixture Hierarchies", (Vasconcelos, 2001)* "SIMPLIcity: Semantics-Sensitive Integrated Matching for Picture Libraries" (Wang, Li, and Wiederhold, 2001)* "A Conceptual Approach to Web Image Retrieval" (Popescu and Grefenstette, 2008)* "FACERET: An Interactive Face Retrieval System Based on Self-Organizing Maps" (Ruiz-del-Solar et al., 2002)* "Automatic Linguistic Indexing of Pictures by a Statistical Modeling Approach" (Li and Wang, 2003)* "Video google: A text retrieval approach to object matching in videos" (Sivic & Zisserman, 2003)* "Minimum Probability of Error Image Retrieval" (Vasconcelos, 2004)* "On the Efficient Evaluation of Probabilistic Similarity Functions for Image Retrieval" (Vasconcelos, 2004)* "Extending image retrieval systems with a thesaurus for shapes" (Hove, 2004)* "Names and Faces in the News" (Berg et al., 2004)* "Cortina: a system for large-scale, content-based web image retrieval" (Quack et al., 2004)* "A new perspective on Visual Information Retrieval" (Eidenberger 2004)* "Language-based Querying of Image Collections on the basis of an Extensible Ontology" (Town and Sinclair, 2004)* "The PIBE Personalizable Image Browsing Engine" (Bartolini, Ciaccia, and Patella, 2004)* "Costume: A New Feature for Automatic Video Content Indexing" (Jaffre 2005)* "Automatic Face Recognition for Film Character Retrieval in Feature-Length Films" (Arandjelovic & Zisserman, 2005)* "Meaningful Image Spaces" (Rouw, 2005)* "Content-based Multimedia Information Retrieval: State of the Art and Challenges" (Lew "et al.
* Обратный поиск изображений TinEye.com* Поиск людей по фотографиям PhotoDate.ru* "Query by Image and Video Content: The QBIC System", (Flickner, 1995)* "Finding Naked People" (Fleck et al., 1996)* "Virage Video Engine", (Hampapur, 1997)* "Library-based Coding: a Representation for Efficient Video Compression and Retrieval", (Vasconcelos & Lippman, 1997)* "System for Screening Objectionable Images" (Wang et al., 1998)* "Content-based Image Retrieval" (JISC Technology Applications Programme Report 39) (Eakins & Graham 1999)* "A Probabilistic Architecture for Content-based Image Retrieval", (Vasconcelos & Lippman, 2000)* "A Unifying View of Image Similarity", (Vasconcelos & Lippman, 2000)* "Next Generation Web Searches for Visual Content", (Lew, 2000)* "Image Indexing with Mixture Hierarchies", (Vasconcelos, 2001)* "SIMPLIcity: Semantics-Sensitive Integrated Matching for Picture Libraries" (Wang, Li, and Wiederhold, 2001)* "FACERET: An Interactive Face Retrieval System Based on Self-Organizing Maps" (Ruiz-del-Solar et al., 2002)* "Automatic Linguistic Indexing of Pictures by a Statistical Modeling Approach" (Li and Wang, 2003)* "Video google: A text retrieval approach to object matching in videos" (Sivic & Zisserman, 2003)* "Minimum Probability of Error Image Retrieval" (Vasconcelos, 2004)* "On the Efficient Evaluation of Probabilistic Similarity Functions for Image Retrieval" (Vasconcelos, 2004)* "Extending image retrieval systems with a thesaurus for shapes" (Hove, 2004)* "Names and Faces in the News" (Berg et al., 2004)* "Cortina: a system for large-scale, content-based web image retrieval" (Quack et al., 2004)* "A new perspective on Visual Information Retrieval" (Eidenberger 2004)* "Language-based Querying of Image Collections on the basis of an Extensible Ontology" (Town and Sinclair, 2004)* "Costume: A New Feature for Automatic Video Content Indexing" (Jaffre 2005)* "Automatic Face Recognition for Film Character Retrieval in Feature-Length Films" (Arandjelovic & Zisserman, 2005)* "Algorithm on which Retrievr (Flickr search) and imgSeek is based on" (Jacobs, Finkelstein, Salesin)* "Image Retrieval: Ideas, Influences, and Trends of the New Age" (Datta et al., 2008)* " Evaluating Use of Interfaces for Visual Query Specification.