A Real Time Approach for Indian Road Analysis using ImageProcessing and Computer Vision
Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2015, Vol 17, Issue 4
Abstract
Abstract: Road image analysis is an important step towards building automated driver guidance system withthe aid of computer vision. Several road accidents and mishaps are reported every year due to driver negligenceand non ideal road conditions like narrow bridge, potholes, and bumps and so on. Little research is carried outtowards the direction of Indian road image analysis. In this work we propose a unique system for real timeprocessing of Indian Road images and video stream. We proposed techniques for a) Road boundary and lanedetection b) Pothole detection c) Object detection on the road from video and Road sign classification. In thiswe test lane detection and object detection on video streams to justify that the techniques can be used in realtime. Pothole detection is performed on the static images and road sign classification is performed on isolated, already separated road sign images.
Authors and Affiliations
T. N. R. Kumar
Keywords
Related Articles
- EP ID EP143049
- DOI -
- Views 94
- Downloads 0
A Study on Clustering High Dimensional Data Using Hubness Phenomenon
Abstract: Data mining is the non-trivial process of extracting information from the very large database. In recent years, data repository has a high dimensional data, which makes a complete search in most of the da...
Reliable SPIN in Wireless Sensor Network: A Review
Abstract: Wireless sensor network (WSN) is becoming famous because of its use in various applications of different areas such as environment, defense, medical, house, media and education. WSN is a structure free ne...
An Energy Efficient Dc Lighting Grid Using IOT
This paper highlights the benefits and possible drawbacks of a DC-based lighting infrastructure for powering Light Emitting Diode (LED)-lamps. It also evaluates the efforts needed for integrating the so called smart ligh...
Sentiment Classification in Hindi
Abstract : Traditional approaches for classification of sentiments depend on lexical or syntax based feature oron both. Different methods for sentiments classifications are described .The main goal of analysis of thesent...
Informational Retrieval Using Crawler & Protecting Social Networking Data from Information leakage
Abstract: Online social networks, such as Facebook, Twitter, Yahoo!, Google+ are utilized by many people. These networks allow users to publish details about themselves and to connect to their friends. Some of the...