OS8-2 Mobile Camera based Motion Segmentation by Image Resizing

Title:	OS8-2 Mobile Camera based Motion Segmentation by Image Resizing
Publication:	ICAROB2016
Volume:	21
Pages:	258-263
ISSN:	2188-7829
DOI:	10.5954/ICAROB.2016.OS8-2
Author(s):	Chunyu Yu
Publication Date:	January 29, 2016
Keywords:	mobile camera, motion segmentation, edge-based alignment, object detection
Abstract:	The need of detecting moving object like human and vehicle by mobile camera is increasing in commerce and industry. In this paper, an image-resize methodology which can abstract motion segmentation and detect moving object from moving background is proposed. First, edges images are computed. Then movement vector between frame images are computed and the relative background motion is compensated. By adjusting the parameters of resize algorithm, human liked object or vehicle liked object can be segmented separately and the segmentation can be used for further detection. Experiments have been performed under three different environments for human detection and vehicle detection.
PDF File:	https://alife-robotics.co.jp/members2016/icarob/data/papers/OS/OS8-2.pdf
Copyright:	© The authors. This article is distributed under the terms of the Creative Commons Attribution License 4.0, which permits non-commercial use, distribution and reproduction in any medium, provided the original work is properly cited. See for details: https://creativecommons.org/licenses/by-nc/4.0/