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Publication Type : Conference Proceedings
Publisher : 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.
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, pp. 448-451, 2018.
ISBN : 9781538635216
Keywords : Edge weights, Image segmentation, Labeling, random processes, Random Walk, Region of interest, Seed point, Video segmentation
Campus : Amritapuri
School : Department of Computer Science and Engineering, School of Engineering
Center : Computer Vision and Robotics
Department : Computer Science
Verified : No
Year : 2018
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.