EAN: 9783731511137

DEEP LEARNING BASED VEHICLE DETECTION IN AERIAL...

This book proposes a novel deep learning based detection method  focusing on vehicle detection
in aerial imagery recorded in top view. The base detection framework is extended by two novel
components to improve the detection accuracy by enhancing the contextual and semantical content
of the employed feature representation. To reduce the inference time  a lightweight CNN
architecture is proposed as base architecture and a novel module that restricts the search area
is introduced.

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