Matlab GUI Application for Moving Object Detection and Tracking
| Affiliation auteurs | !!!! Error affiliation !!!! |
| Titre | Matlab GUI Application for Moving Object Detection and Tracking |
| Type de publication | Conference Paper |
| Year of Publication | 2019 |
| Auteurs | Cui B, Creput J-C |
| Editor | Rodriguez S, Prieto J, Faria P, Klos S, Fernandez A, Mazuelas S, JimenezLopez MD, Moreno MN, Navarro EM |
| Conference Name | DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE |
| Publisher | Univ Castilla Mancha; Osaka Inst Technol; Univ Salamanca; IBM; Indra; IEEE Syst Man & Cybernet Soc Spain; Junta Castilla Leon |
| Conference Location | GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND |
| ISBN Number | 978-3-319-99608-0 |
| Mots-clés | Canny detector, Frame difference Background subtraction, Graphical user interface, Laplace filter |
| Résumé | In this paper a novel tool for moving object detection and tracking is presented. The main contribution of the proposed application is the achievement of a simple and intuitive graphic interface during the extraction the silhouette of targets by means of a new algorithm. This proposed algorithm which combined frame difference method, background subtraction method, Laplace filter and Canny edge detector together can realize a way to achieve sparse detection fast. Some modular architecture in this Graphical User Interface has been developed in order to enhance the user's experience. The experiment was tested by using sequence images from the MULTIVITION dataset, and experimental results showed that our proposed method has more validity and flexibility to get the desired result than conventional algorithm. |
| DOI | 10.1007/978-3-319-99608-0_44 |