Efficient Segmentation of Remote Sensing Images Using New Clustering Algorithm
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2015, Vol 3, Issue 7
Abstract
Segmentation of real-world remote sensing images is challenging because of the large size of those data, particularly for very high resolution imagery. For segmentation of remote sensing images, many algorithms have been proposed, to provide accurate results of segmentation by using this new proposed model. Here segmentation can be done by using improved 2D gradient histogram and MMAD (minimum mean absolute deviation) model. This proposed algorithm comes under ‘Thresholding ’ , the optimal threshold value can find by using MMAD model. Experiments on remote sensing images indicate that the new algorithm provides accurate segmentation results, particularly for images characterized by Laplace distribution histograms.
Authors and Affiliations
Reshma. M, P. Lakshmi Devi
Keywords
Related Articles
- EP ID EP21053
- DOI -
- Views 227
- Downloads 3
Design and Analysis of Low Power High Speed Current Latch Sense Amplifier
This paper is about the comparison of the conventional CLSA and a current latch sense amplifier with body bias controlled CLSA. In late, used for speed up of the precharging time of Sense Amplifier. The CLSA is capable...
Reversible Encrypted Data Concealment In Encrypted Images By Reserving Room For Data Protection
This paper proposes a novel scheme for separate reversible data hiding in encrypted images. In the first phase, a content owner encrypts using an encryption key the original image. Then, a data-hider may compress the le...
A Study of Variance Issues of Software Maintenance
Computer software maintenance has become the ultimate burdensome, expensive and labor-intensive activity in the application establishment life cycle. Therefore for efficiently assisting product repairing, it’s vital to...
Research of reliability parameters of transport level of the next generation networks
This article devoted to the transport level of infocommunication network, examines the parameters of reliability of each equipment. The statistical data MTBF and average recovery time of each component failures. Calcula...
Taking Flood Risk Into Account In High-Speed Rail Way Line between Tangier and Kenitra
The high-speed railway line between Tangier and Kenitra was conceived in a particularly significant and constraining hydraulic context. To achieve specific demanding goals of hydraulic safety and "transparency", the stu...