Title :
Vision based system for Vacant Parking Lot Detection: VPLD
Author :
Imen Masmoudi;Ali Wali;Anis Jamoussi;Adel M. Alimi
Author_Institution :
Power´s Mind: Enterprise for Video surveillance Solutions Development, Sfax, Tunisia
Abstract :
The proposed system comes in the context of intelligent parking lots management and presents an approach for vacant parking spots detection and localization. Our system provides a camera-based solution, which can deal with outdoor parking lots. It returns the real time states of the parking lots providing the number of available vacant places and its specific positions in order to guide the drivers through the roads. In order to eliminate the real world challenges, we propose a combination of the Adaptive Background Subtraction algorithm to overcome the problems of changing lighting and shadow effects with the Speeded Up Robust Features algorithm to benefit from its robustness to the scale changes and the rotation. Our approach presents also a new state “Transition” for the classification of the parking places states.
Keywords :
"Feature extraction","Support vector machines","Adaptation models","Robustness","Histograms","Vehicles","Lighting"
Conference_Titel :
Computer Vision Theory and Applications (VISAPP), 2014 International Conference on