BACK PROPAGATION NEURAL NETWORK FOR OBJECT DETECTION AND CLASSIFICATION OVER VIDEO DATA
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 30, Vol 5, Issue 6
Abstract
The vehicle detection on roads becomes an important task when it comes to the urban surveillance and monitoring the traffic on the roads. The live monitoring of the tasks over the roads requires the specifically designed algorithm for vehicular movement tracking. The vehicular movement tracking enables the vehicle detection model to track the object from the points of its appearance in the video and till its disappearance out of the video. Each vehicular object must be tracked and localized for the efficient classification. The image processing techniques in this paper include the various object detection and classification methods. The neural network has been incorporated for the vehicular detection and classification on the basis of the knowledge-driven application. The accuracy of the object algorithm determines the robustness of the vehicular classification and categorization for the in-depth analysis. The performance of the proposed model has been evaluated after conducting the appropriate series of experiments. The proposed model has been found accurate and efficient on the limited data under the experiments performed.
Authors and Affiliations
Chander Prabha
A SURVEY PAPER ON HIGH UTILITY ITEMSETS MINING
An important data mining task that has received considerable research attention in recent years is the discovery of association rules from the transactional databases. Recently, Utility mining plays a vital role i...
IMAGE FUSION USING HIGHER ORDER SINGULAR VALUE DECOMPOSITION
The goal of image fusion is to combine relevant information from two or more source images into one single image such that the single image contains as much information from all the source images as possible. Ther...
ADAPTIVE NOISE CANCELLATION TECHNIQUE USING LMS,RLS AND WAVELET TRANSFORM
This paper describes the concept of adaptive noise cancelling (ADC), in alternative scheme of estimating signals corrupted by additive noise or interference. The main objective of the noise cancellation is to esti...
Capturing the Data Packet by Setting the NIC Card in Promiscuous Mode
Packet Sniffer is computer software. That can capture the data packets from the network. Whatever the data is capturing that will be decoded. the decoding or capturing the data can be done by using network interfa...
Synthesis, Characterization and A.C. Conductivity Study of Polypyrrole/Zinc Tungstate (Ceramic) Composites
In-situ polymerization of pyrrole (Py) was carried out with Zinc Tungstate (ceramic) in the presence of oxidizing agent ammonium persulphate to synthesize polypyrrole (PPy)/Zinc Tungstate (ZnWO4) by chemical oxid...