A study on detecting and classifying underwater mine like objects using image processing techniques
Journal Title: International Journal on Computer Science and Engineering - Year 2011, Vol 3, Issue 10
Abstract
Detection and classification of underwater mines among natural formations and debris along the sea floor is a tedious task. In order to overcome such scenario an automated computer aided detection and classification system is required. Image processing techniques are used to improve the performance of mine hunting operations using sector-scan, side-scan, magnetometers, cameras, etc. This paper serve as a strategic review of the potential for image processing techniques to aid the detection and classification of underwater mines and mine-like objects in side scan sonar imagery. Five basic components of any Computer-Aided Detection and Classification (CAD/CAC) technique are considered namely image preprocessing, segmentation, feature extraction, computer aided detection and computer aided classification. In this paper more than thirty research papers of image processing techniques are clearly reviewed.
Authors and Affiliations
Dr. S. N. Geethalakshmi , Dr. P. Subashini , Mrs. P. Geetha
Keywords
Related Articles
- EP ID EP124488
- DOI -
- Views 128
- Downloads 0
Literature Review on Mobile MPLS Techniques
Mobile MPLS (Multi Protocol Label Switching) is a new technique which integrates the Mobile IP (MIP) and MPLS and thus inherits the advantages of both. MIP supports the mobility whereas MPLS provides faster streaming thr...
Building an OSS Quality Estimation Model with CATREG
Open Source Software (OSS) has been a popular form in software development. In this paper, we use statistical approaches to derive OSS quality estimation models. Our objective is to build estimation models for the numbe...
A Novel Approach for Predicting User Behavior for Improving Web Performance
The rapid growth in the amount of information and the number of users has lead to difficulty in providing effective earch services for the web users and increased web latency; resulting in decreased web performance. Al...
An Effective Approach for Providing Anonymity in Wireless sensor Network: Detecting Attacks and Security Measures
A wireless sensor network (WSN) consists of a large number of inexpensive and small nodes with sensing, data processing, and communication capabilities, which are densely deployed in a region of interest and collaborate...
An Incremental framework for a Thai-English Machine Translation System using a LFG tree structure as an Interlingua
Abstract—Developing a machine translation system which can correctly translate any sentence from one language to another is a formidable and challenging task. This suggests that such a system should be implemented increm...