NDLI: Vision-Based Vehicle Surveillance and Parking Lot Management Using Multiple Cameras

Content Provider	IEEE Xplore Digital Library
Author	Li-Chih Chen Jun-Wei Hsieh Wei-Ru Lai Chih-Xuan Wu Shin-Yu Chen
Copyright Year	2010
Abstract	This paper proposes a vision-based vehicle surveillance system for parking lot management in outdoor environments. Due to the limited field of view of camera, this system uses multiple cameras for monitoring a wide parking area. Then, an affine transformation is used for merging the scenes obtained from these multiple cameras. Two major components are included, i.e., vehicle counting and parking lot management. For the first one, this paper integrates three features, i.e., color, position, and motion together for well tracking vehicles across different cameras. Thus, even though vehicles are occluded together, they still can be well tracked and identified across different cameras and under different lighting changes. For the second one, we propose a model-based approach to model the color changes of parking ground for determining whether a parking space is vacant. Due to the perspective effects, the visibility of a parking space is often affected by the vehicle parking on its neighborhood. To tackle this problem, two geometrical models (ellipses and grids) are proposed for well representing a parking space. Then, with different weights, a hybrid scheme is then constructed for well determining whether a parking space is vacant. The experimental results reveal that our system works well and accurately under different lighting and occlusion conditions.
Starting Page	631
Ending Page	634
File Size	246948
Page Count	4
File Format	PDF
ISBN	9781424483785
DOI	10.1109/IIHMSP.2010.160
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-10-15
Publisher Place	Germany
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Real time systems Tracking multiple cameras Image edge detection Lighting parking lot management Color Cameras vehicle analysis vacant parking space managment Vehicles
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Real-time vision-based multiple vehicle detection and tracking for nighttime traffic surveillance

Trajectory analysis for parking lot vacancy detection system

Architecture of Parking Lots Management System for Drivers' Guidance

Surround view based parking lot detection and tracking

A multi-classifier image based vacant parking detection system

Review on vehicle detection based on video for traffic surveillance

Camshift-Based Real-Time Multiple Vehicle Tracking for Visual Traffic Surveillance

Vacant parking space detection in static images.

A Vision-Based Parking Lot Management System

Vision-Based Vehicle Surveillance and Parking Lot Management Using Multiple Cameras

Similar Documents

Real-time vision-based multiple vehicle detection and tracking for nighttime traffic surveillance

Trajectory analysis for parking lot vacancy detection system

Architecture of Parking Lots Management System for Drivers' Guidance

Surround view based parking lot detection and tracking

A multi-classifier image based vacant parking detection system

Review on vehicle detection based on video for traffic surveillance

Camshift-Based Real-Time Multiple Vehicle Tracking for Visual Traffic Surveillance

Vacant parking space detection in static images.

A Vision-Based Parking Lot Management System

Vision-Based Vehicle Surveillance and Parking Lot Management Using Multiple Cameras