Extracting relational facts for indexing and retrieval of crime-scene photographs
作者： Katerina Pastra , Horacio Saggion , Yorick Wilks
DOI: 10.1016/S0950-7051(03)00033-9
关键词: Data model 、 Visual Word 、 Latent semantic indexing 、 Information retrieval 、 Image retrieval 、 Application domain 、 Search engine indexing 、 Crime scene 、 Computer science 、 Information system
摘要: This paper presents work on text-based photograph indexing and retrieval for crime investigation, an application domain where efficient querying of large crime-scene databases is crucial importance. Automating this task will change current police practices considerably, by bringing 'intelligence' to support information systems. The prototype presented, goes beyond common approaches the automation image retrieval, applying a novel method that captures deep semantic relations expressed in captions accompany photographs. extraction these triples based advanced knowledge-based Natural Language Processing technologies resources.
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Kalina Bontcheva, Hamish Cunningham, Valentin Tablan, Diana Maynard, A framework and graphical development environment for robust NLP tools and applications. meeting of the association for computational linguistics. pp. 168- 175 ,(2002)
R. Gaizauskas, K. Humphreys, XI: A Simple Prolog-based Language for Cross-Classification and Inheritance ,(1996)
Amanda Clare, Petros Tsonis, Aaron Kotcheff, David Elworthy, Tony Rose, ANVIL: a System for the Retrieval of Captioned Images using NLP Techniques ,(2001)
Neil C. Rowe, Precise and Efficient Retrieval of Captioned Images: The MARIE Project. Library Trends. ,vol. 48, pp. 475- 495 ,(1999)
Ellen Riloff, Jeffrey Lorenzen, Extraction-Based Text Categorization: Generating Domain-Specific Role Relationships Automatically Springer, Dordrecht. pp. 167- 196 ,(1999) , 10.1007/978-94-017-2388-6_7
Carl L. Sable, Vasileios Hatzivassiloglou, Text-Based Approaches for the Categorization of Images european conference on research and advanced technology for digital libraries. pp. 19- 38 ,(1999) , 10.1007/3-540-48155-9_4
Mark Hepple, Independence and commitment Proceedings of the 38th Annual Meeting on Association for Computational Linguistics - ACL '00. ,(2000) , 10.3115/1075218.1075254
A. F. Smeaton, C. J. van Rijsbergen, Experiments on incorporating syntactic processing of user queries into a document retrieval strategy international acm sigir conference on research and development in information retrieval. pp. 31- 51 ,(1988) , 10.1145/62437.62439
Alan F. Smeaton, Ian Quigley, Experiments on using semantic distances between words in image caption retrieval international acm sigir conference on research and development in information retrieval. pp. 174- 180 ,(1996) , 10.1145/243199.243261
Stephen D. Richardson, William B. Dolan, Lucy Vanderwende, MindNet: Acquiring and Structuring Semantic Information from Text meeting of the association for computational linguistics. pp. 1098- 1102 ,(1998) , 10.3115/980691.980749