Finding Textiles Industry Commercial Systems that have been developed include: IBM's QBIC Virage's VIR Image Engine Excalibur's Image RetrievalWare VisualSEEk and WebSEEk Netra MARS Vhoto Pixolution Experimental Systems include: MIT's Photobook Columbia University's WebSEEk Carnegie-Mellon University's Informedia iSearch - PICT See also Document classification GazoPa Image retrieval List of CBIR engines Macroglossa Visual Search MPEG-7 Multimedia information retrieval Multiple-instance learning Nearest neighbor search Learning to rank 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. 2006) Adaptively Browsing Image Databases with PIBE (Bartolini, Ciaccia, and Patella, 2006) Algorithm on which Retrievr (Flickr search) and imgSeek is