ON ROAD VEHICLE/OBJECT DETECTION AND TRACKING USING TEMPLATE
Journal Title: Indian Journal of Computer Science and Engineering - Year 2010, Vol 1, Issue 2
Abstract
Vehicle tracking and detection plays an important role in traffic surveillance, still a crucial task in many applications. Till now, there is no standard method developed. Template matching is one of the methods used for vehicle detection and tracking. There are several researchers and developers worked on this area. Robust and reliable vehicle detection is a critical step of vehicle recognition. This paper presents a review of recent template matching methods for detection and tracking of vehicle. Our focus is on systems where the camera is mounted on the vehicle and being fixed such as in traffic/driveway monitoring systems. We discuss the general template matching followed by problem of on-road vehicle detection using template matching. Also, discuss vehicle recognition through number plate and ways. Finally, we present a critical overview of the methods discussed, and we assess their potential for future deployment, and we present directions for future research.
Authors and Affiliations
RAJIV KUMAR NATH , Dr. Swapan Kumar Deb
Keywords
Related Articles
- EP ID EP155389
- DOI -
- Views 130
- Downloads 0
Word Sense Disambiguation using case based Approach with Minimal Features Set
In this paper we presented a case based approach for word sense disambiguation using minimal features set. To make the disambiguation, we took only two features for two different methods, post-bigram (immediate left word...
Segmentation and Analysis of Cancer Cells in Blood Samples
Blood cancer is an umbrella term for cancers that affect the blood, bone marrow and lymphatic system. Acute Lymphoblastic Leukemia (ALL) is one of the kinds of blood cancer which can be affected at any age in the humans....
Comparative study on classification power of the attributes and reducts
In rough set theory, reduct are those attributes which are important and are able to represent the whole range of attributes. They show up the important features of database. In the present study of educational data mini...
A COMPARISON OF CONSTRUCTIVE AND PRUNING ALGORITHMS TO DESIGN NEURAL NETWORKS
This paper presents a comparison between constructive and pruning algorithms to design Neural Network (NN). Both algorithms have advantages as well as drawbacks while designing the architecture of NN. Constructive algori...
IMPLEMENTATION OF AN OPTIMIZATION TECHNIQUE FOR IMPROVING POWER QUALITY IN THE DISTRIBUTED SYSTEM
This paper deals with the Distributed Generation (DG) capacity of the electrical power system. DG capacity is formulated as a Mixed Integer Programming (MIP) problem with respect to various operating constraints in power...