Publication Type:

Conference Proceedings

Source:

Proceedings of the 2018 IEEE International Conference on Communication and Signal Processing, ICCSP 2018, Institute of Electrical and Electronics Engineers Inc., Adhiparasakthi Engineering College, Melmaruvathur, Chennai, p.448-451 (2018)

ISBN:

9781538635216

URL:

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85057750734&doi=10.1109%2fICCSP.2018.8524479&partnerID=40&md5=c0de0ace5809a0019126f0b2b1cabe7e

Keywords:

Edge weights, Image segmentation, Labeling, random processes, Random Walk, Region of interest, Seed point, Video segmentation

Abstract:

Introducing a method to segment the region of interest ROI from a video file using a single click from the user. The foreground section of the image is hand-picked by the user while the background section of the image is automatically identified by the system. Penalty based random walker algorithm is used for segmentation in this method. The efficiency of the segmentation algorithm is improved by the use of penalty term while calculating the weighting function, thus making this method more user-friendly and effective. © 2018 IEEE.

Cite this Research Publication

Sarath S. and Anamika, A. M., “Real-Time Video Segmentation Using a Single Click”, Proceedings of the 2018 IEEE International Conference on Communication and Signal Processing, ICCSP 2018. Institute of Electrical and Electronics Engineers Inc., Adhiparasakthi Engineering College, Melmaruvathur, Chennai, pp. 448-451, 2018.