Object detection from dynamic scene using joint background modeling and fast deep learning classification

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Hayder Yousif, Jianhe Yuan, Roland Kays, Zhihai He

Published: 2018, Last Modified: 16 May 2025J. Vis. Commun. Image Represent. 2018EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Natural scene camera trap object segmentation.•Near real-time human/animal detection on CPU machines.•Region proposals extraction through block-wise background modeling.•Spatial image patch verification to reduce the number of false positive regions.