IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews) · 2011 · 582 citations · 229 references
Video AnnotationImage AnalysisInformation RetrievalMachine VisionEngineeringPattern RecognitionImage RetrievalVideo IndexingVideo Content AnalysisVideo Structure AnalysisContent-based Image RetrievalVideo RetrievalComputer VisionMultimedia Search
Video indexing and retrieval have a wide spectrum of promising applications, motivating the interest of researchers worldwide. This paper offers a tutorial and an overview of the landscape of general strategies in visual content-based video indexing and retrieval, focusing on methods for video structure analysis, including shot boundary detection, key frame extraction and scene segmentation, extraction of features including static key frame features, object features and motion features, video data mining, video annotation, video retrieval including query interfaces, similarity measure and relevance feedback, and video browsing. Finally, we analyze future research directions.
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Optimizing search engines using clickthrough data
Thorsten Joachims · 2002 · 3.9K citations
Engineering, Machine Learning, Intelligent Information Retrieval +18
Learning realistic human actions from movies
Ivan Laptev, Marcin Marszałek, Cordelia Schmid et al. · 2008 · 3.5K citations · Full text