Vehicle Detection Using Gabor Filter
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 30, Vol 2, Issue 12
Abstract
On road vehicle detection is the main problem for some applications such as driver assistance systems, autonomous and self-guided vehicles. Vehicle or non vehicle classification is the important issue in the case of vehicle detection, Gabor filters are having good performance in this case. Feature extraction and edge detection are performed to do this vehicle or non vehicle classification. Support vector machine classifiers are used to do this feature extraction. Vehicle detection algorithms are mainly having two stages, one is hypothesis generation and another one is hypothesis verification. Hypothesis generation is nothing but the quick search on the potential location of the vehicle in the image. Hypothesis verification stage is used to verify the correctness of the vehicle candidates provided by the previous stage. And also in this paper we propose accuracy of Gabor filter as a function several parameters such as number of scales, minimum wavelength, adaptable wavelength and also the number of orientations.
Authors and Affiliations
B. Sahaya Priya
Keywords
Related Articles
- EP ID EP117291
- DOI -
- Views 73
- Downloads 0
[sub][/sub] IMPLEMENTATION ISSUES OF ADDITIVE TECHNOLOGIES
Based on the analysis of the results of activities aimed at the development of three-dimensional printing in Kazakhstan, highlighted the alleged problems of the successful implementation of additive technologies i...
High Performance Dynamic Load Balancing With Inter-Dependent Tasks And Dependent Tasks in Cloud Computing Environments
Cloud computing is an entirely internet-based approach where all the applications and files are hosted on a cloud which consists of thousands of computers interlinked together in a complex manner. A load balancing...
A REVIEW: OPTICAL FREQUENCY COMB GENERATOR (OFCG)
With the recent breakthrough in the field of optical frequency measurement and synthesis, it is now possible to accurately measure the frequency of optical frequency signals, generate arbitrary waveform light pulses and...
DESIGN AND FABRICATION OF SOLAR TRI CYCLE
Tricycle is a widely used vehicle for transportation throughout India. The basic Tricycle is a three-wheeled design, pedaled by disabled persons in the side and seat in the middle for sitting arrangement. Of all vehicles...
BUILDING ENERGY MANAGEMENT SYSTEM USING ISO 50001 STANDARD
Neither energy can be created nor can be destroyed, so the main purpose of Building Energy Management Systems Software is to control the energy devices to make effective utilization of energy. All efforts are bein...