Abstract: Robust Descriptive Statistics Based PSO Algorithm for Image Segmentation
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Open Access | Fully Refereed | Peer Reviewed

ISSN: 2319-7064

Downloads: 113

Research Paper | Electronics & Communication Engineering | India | Volume 3 Issue 8, August 2014

Robust Descriptive Statistics Based PSO Algorithm for Image Segmentation

Ripandeep Kaur, Manpreet Kaur

In this research work, we have developed a bio inspired PSO algorithm in combination with descriptive statistics equation based model. In this work, based on the mathematical relationship between the Entropy, Uniformity and the threshold measured in terms of intensity. It is found using box plot and curve fitting techniques to calculate automatic input threshold for PSO. The results show highly accurate segmentation based on this concept, as it is apparent from the values of recall and precision.

Keywords: PSO, Robust, segmentation, descriptive statistics, Entropy, uniformity

Edition: Volume 3 Issue 8, August 2014

Pages: 1326 - 1330

Share this Article

How to Cite this Article?

Ripandeep Kaur, Manpreet Kaur, "Robust Descriptive Statistics Based PSO Algorithm for Image Segmentation", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=2015594, Volume 3 Issue 8, August 2014, 1326 - 1330

Enter Your Email Address


Similar Articles with Keyword 'PSO'

Downloads: 105

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 7, July 2014

Pages: 747 - 750

Partial Swarm Optimization for Minimizing Occlusion Problem during Multi-Face Recognition

M. A. Archana, Dinesh Kumar.T, Dr. C. Parthasarathy

Share this Article

Downloads: 112

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 5 Issue 6, June 2016

Pages: 1432 - 1435

Particle Swarm Optimization in Foreground Segmentation for Live Video

Harsha M., Mithra S T

Share this Article

Similar Articles with Keyword 'Robust'

Downloads: 93

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 4 Issue 2, February 2015

Pages: 1335 - 1340

Robust Segmentation and Classification of Histopathological Image

Jincy Wilson, Vipin V. R.

Share this Article

Downloads: 94

Review Papers, Electronics & Communication Engineering, India, Volume 4 Issue 10, October 2015

Pages: 939 - 942

Robust Part Based Hand Gesture Recognition Using Kinect Sensor: A Review

Sohan Belsare, K. Sujatha

Share this Article

Similar Articles with Keyword 'segmentation'

Downloads: 152

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 4 Issue 3, March 2015

Pages: 130 - 134

Segmentation of Touching Characters in Indian Scripts

B. Hari Kumar, N. Sateesh

Share this Article

Downloads: 134

Research Paper, Electronics & Communication Engineering, India, Volume 5 Issue 11, November 2016

Pages: 422 - 426

An Segmentation Under Connected Components Based on Watershed Algorithm Using FPGA Processor

R. Kiruthikaa, S. Salaiselvapathy

Share this Article

Similar Articles with Keyword 'Entropy'

Downloads: 93

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 4 Issue 2, February 2015

Pages: 1335 - 1340

Robust Segmentation and Classification of Histopathological Image

Jincy Wilson, Vipin V. R.

Share this Article

Downloads: 102

Comparative Studies, Electronics & Communication Engineering, India, Volume 4 Issue 7, July 2015

Pages: 1816 - 1821

Comparison of Image Fusion Technique with Special reference to Information Content

Rashmi P. Jogiya, Sunil R. Gupta

Share this Article

Similar Articles with Keyword 'uniformity'

Downloads: 117

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 3, March 2014

Pages: 558 - 561

Evaluation of Yarn Quality in Fabric using Image Processing Techniques

Kartik Bahl, Jagdev Singh Kainth

Share this Article

Downloads: 130

Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 6, June 2015

Pages: 166 - 168

Significance of Telecommunication and Skilful Management in Human Development at the Global Scenario

Dr. Dhruv Shankar

Share this Article
Top