International Journal of Science and Research (IJSR)

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

ISSN: 2319-7064

Downloads: 105

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

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

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

Visual surveillance in crowded scenes, especially for humans, has recently been one of the most active research topics in machine vision because of its applications such as deter and response to crime, suspicious activities, terrorism or other illegal activities. One of the most important problems in multiple face tracking is the occlusion problem. The occlusion problem can be overcome by using the partial swarm optimization (PSO) as a tracker in addition to the kalman filter. Kalman filter is used for filtering the frames and also for removing the Gaussian noise. For face tracking in a video sequence, various face tracking algorithms have been proposed however, most of them have a difficulty in finding the initial position and size of a face automatically. In this, we present a fast and robust method for fully automatic multiple face detection and tracking. Using a small number of critical rectangle features selected and trained by various algorithms, we can detect the initial position, size and view of a face correctly. Face tracking and detection will be done for images and also for the recorded videos but not for live video systems. We are extending the face tracking system for the live videos also with the help of new tracker and the new version tools.

Keywords: Partial Swarm Optimization, Video, image processing, Spatial transformations, occlusion, face tracking

Edition: Volume 3 Issue 7, July 2014

Pages: 747 - 750

Share this Article

How to Cite this Article?

M. A. Archana, Dinesh Kumar.T, Dr. C. Parthasarathy, "Partial Swarm Optimization for Minimizing Occlusion Problem during Multi-Face Recognition", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=20141147, Volume 3 Issue 7, July 2014, 747 - 750

Enter Your Email Address


Similar Articles with Keyword 'Video'

Downloads: 93

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

Pages: 508 - 513

Saliency Technique for Efficient Back Ground Subtraction

Aiswarya Muralidharan, S. Sivakumar

Share this Article

Downloads: 96

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 4 Issue 6, June 2015

Pages: 992 - 995

ASIC Design of Sample Rate Convertor

Roopa M, H. Sudha

Share this Article

Similar Articles with Keyword 'image processing'

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: 5 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Review Papers, Electronics & Communication Engineering, India, Volume 10 Issue 5, May 2021

Pages: 195 - 198

Review - COVID-19 Detection System Using Image Processing and Biomedical

Prajkta D. Gawande, Dr. G. D. Dalvi

Share this Article

Similar Articles with Keyword 'occlusion'

Downloads: 111

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1901 - 1906

Design Transceiver for IEEE 802.15.4 using ZigBee Technology and Matlab/Simulink

Pravesh Kumar Agarwal

Share this Article

Downloads: 112

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

Pages: 2323 - 2326

Simulink Model For Object Tracking using Optical Flow

Shailendra Kumar Singh, Utkarsh Sharma

Share this Article

Similar Articles with Keyword 'Partial'

Downloads: 77

Research Paper, Electronics & Communication Engineering, India, Volume 9 Issue 10, October 2020

Pages: 1156 - 1161

Eye Controlled Wheelchair Using Image Processing Techniques

Prateek Bansal, Ritvik Singhal, Vijay Khare

Share this Article

Downloads: 101

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 4 Issue 10, October 2015

Pages: 910 - 914

Enhanced Way Tagged Cache Design Using Partial Tag Bloom Filter for Low Level (L2) Cache

Shaima Ibrahim, Sumi Babu

Share this Article

Similar Articles with Keyword 'Swarm'

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

Downloads: 113

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 11, November 2014

Pages: 557 - 559

Edge Detection with Execution Time Using Different Optimization Techniques & Their Comparative Analysis

Harinder Singh, Sukhjit Singh

Share this Article

Similar Articles with Keyword 'Optimization'

Downloads: 151

Research Paper, Electronics & Communication Engineering, Cameroon, Volume 8 Issue 5, May 2019

Pages: 1419 - 1427

Planning and Optimization Approach using Genetic Algorithms of a New Generation Cellular Network Capitalizing on the Existing Sites

Raphael Nlend, Emmanuel Tonye

Share this Article

Downloads: 100

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

Pages: 2517 - 2520

Communication between Multiple Resources Using Arbiter Design

Shital S. Horte, Dr. D. V. Padole

Share this Article
Top