IETE Journal of Research · 2002 · 143 citations · 47 references
Image AnalysisInformation RetrievalData ScienceImage Feature RepresentationPattern RecognitionImage RetrievalEngineeringImage Retrieval MethodsImage DatabaseContent-based Image RetrievalImage SearchComputer VisionMultimedia SearchContent-based Retrieval
Retrieving information from the Web is becoming a common practice for internet users. However, the size and heterogeneity of the Web challenge the effectiveness of classical information retrieval techniques. Content-based retrieval of images and video has become a hot research area. The reason for this is the fact that we need effective and efficient techniques that meet user requirements, to access large volumes of digital images and video data. This paper gives a brief survey of current CBIR (Content Based Image Retrieval) methods and technical achievement in this area. The survey includes a large number of papers covering the research aspects of system design and applications of CBIR, image feature representation and extraction, Multidimensional indexing. Furthermore future research directions are suggested.
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Teuvo Kohonen · Proceedings of the IEEE · 1990 · 8.1K citations
Artificial Intelligence, Intelligent Information Processing, Vector Quantization +18
Antonin Guttman · 1984 · 6.6K citations