An Useful Information Extraction using Image Mining Techniques from Remotely Sensed Image (RSI)
Journal Title: International Journal on Computer Science and Engineering - Year 2010, Vol 2, Issue 8
Abstract
Information extraction using mining techniques from remote sensing image (RSI) is rapidly gaining attention among researchers and decision makers because of its potential in application oriented studies. Knowledge discovery from image poses many interesting challenges such as preprocessing the image data set, training the data and discovering useful image patterns applicable to many new application frontiers. In the image rich domain of RSI, image mining implies the synergy of data mining and image processing technology. Such culmination of techniques renders a valuable tool in information extraction. Also, this encompasses the problem of handling a larger data base of varied image data formats representing various levels of information such as pixel, local and regional. In the present paper, various preprocessing corrections and techniques of image mining are discussed.
Authors and Affiliations
Dr. C. Jothi Venkateswaran , S. Murugan , Dr. N. Radhakrishnan
Keywords
Related Articles
- EP ID EP124256
- DOI -
- Views 93
- Downloads 0
Improved CBIR using Multileveled Block Truncation Coding
The paper presents improved content based image retrieval (CBIR) techniques based on multilevel Block truncation coding using multiple threshold values. Block truncation Coding based features is one of the CBIR methods...
PERFORMANCE EVALUATION OF DSR USING A NOVEL APPROACH
In this paper, we propose a novel approach “Routing based on Best First Search Technique (RBFS)” to improve the erformance of Dynamic Source Routing (DSR) for mobile d-hoc wireless networks. The proposed scheme tries t...
Removal of Salt and Pepper Noise from highly Corrupted Images using Mean Deviation statistical parameter
A novel idea of using median deviation parameter in estimating the noise in the images is proposed and successfully applied to both gray level as well as color images. The median filter which is very popular in removing...
Simulation and Analysis of Digital Video Watermarking Using MPEG-2
Quantization Index Modulation (QIM) is an important method for embedding digital watermark signal with information. This technique achieves very efficient tradeoffs among watermark embedding rate, the amount of embedding...
An Investigation on Cloud data Storage and Confidentiality Techniques
Cloud computing gives an enormous measure of virtual storage to the clients. Cloud storage essentially serves to little and medium scale commercial enterprises. This will lessen their ventures and support of capacity ser...