VEHICLE DETECTION IN HIGH RESOLUTION IMAGE BASED ON DEEP LEARNING

Despite its high accuracy and fast speed in object detection, Single Shot Multi-Box Detector (SSD) tends to get undesirable results especially for small targets such as vehicles on high-resolution images. In this paper, we propose a new convolutional neural network based on SSD to detect vehicles on...

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Bibliographic Details
Main Authors: H. Gao, X. Li
Format: Article
Language:English
Published: Copernicus Publications 2020-08-01
Series:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLIII-B3-2020/49/2020/isprs-archives-XLIII-B3-2020-49-2020.pdf