A Novel Approach for Vehicle-logo Location Based on Edge Detection and Morphological Filter

Submitted by grigby1 on Mon, 02/08/2021 - 2:03pm

Title	A Novel Approach for Vehicle-logo Location Based on Edge Detection and Morphological Filter
Publication Type	Conference Paper
Year of Publication	2009
Authors	Li, W., Li, L.
Conference Name	2009 Second International Symposium on Electronic Commerce and Security
Date Published	May 2009
Publisher	IEEE
ISBN Number	978-0-7695-3643-9
Keywords	automobiles, composability, computer security, edge detection, electronic commerce, filtering theory, Filters, Image edge detection, image texture, Image texture analysis, Information security, Licenses, mathematical morphology, mathematical morphology filter, Metrics, Morphology, Morphology filter, pubcrawl, resilience, Resiliency, Scalability, security, texture measure, Texture recognition, Vehicle-logo background, vehicle-logo location, vehicle-logo recognition system, Vehicles
Abstract	Vehicle-logo location is a crucial step in vehicle-logo recognition system. In this paper, a novel approach of the vehicle-logo location based on edge detection and morphological filter is proposed. Firstly, the approximate location of the vehicle-logo region is determined by the prior knowledge about the position of the vehicle-logo; Secondly, the texture measure is defined to recognize the texture of the vehicle-logo background; Then, vertical edge detection is executed for the vehicle-logo background with the horizontal texture and horizontal edge detection is implemented for the vehicle-logo background with the vertical texture; Finally, position of the vehicle-logo is located accurately by mathematical morphology filter. Experimental results show the proposed method is effective.
URL	https://ieeexplore.ieee.org/document/5209998
DOI	10.1109/ISECS.2009.251
Citation Key	li_novel_2009

Groups:

Science of Security VO