Journal
Scientific and technical journal «Priborostroenie»
UDK004.852, 004.931
Issue:5 (57)
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REDUCTION OF FEATURE DESCRIPTION DIMENSIONALITY IN THE PROBLEM OF OBJECT DETECTION IN IMAGES
Annotation
A modification of sliding-window algorithm for object detection based on feature selection with the use of decision trees ensemble is proposed. Reduction in detection time without a loss in quality is demonstrated by the example of digital simulation of HOG-features in the problem of pedestrian detection.
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