1996 · 41 citations · 10 references
ComputingComputer ScienceComputer VisionInformation RetrievalVisual AnalyticsImage RetrievalMotion AnalysisMotion EstimationMultimedia RetrievalOptical FlowVideo AnalysisColor FeaturesContent-based Video RetrievalMotion FeaturesMultimedia IndexingOptical Flow FeaturesVideo QueryingVideo RetrievalVisual Feature Extraction
In this paper we present a method for automatic motion and color based video indexing and retrieval. Our system automatically splits a video into a sequence of shots and extracts a few representative frames (r-frames) from each shot. For each r-frame we compute the optical flow field; motion features are then derived from the flow field. Color features are related to the three-dimensional RGB color histogram. Queries (direct or by example) are based on these features. Obtained results proved that motion and color based querying can play a central role in content based video retrieval.
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Berthold K. P. Horn, Brian G. Schunck · Artificial Intelligence · 1981 · 9.9K citations · Full text
Query by image and video content: the QBIC system
Myron Flickner, Harpreet Sawhney, W. Niblack et al. · Computer · 1995 · 3.1K citations