Title :
An Adaptive blind video watermarking technique based on SD-BPSO and DWT-SVD
Author :
Prathik, P. ; Krishna, Remya ; Nafde, R.A. ; Shreedarshan, K.
Author_Institution :
Dept. Electron. & Comm., M.S. Ramaiah Inst. Of Tech., Bangalore, India
Abstract :
Data Exchange in the form of multimedia has seen a tremendous increase in the past decade thereby requiring a need for better security and protection for proprietary rights. Blind Watermarking is a well-established authentication technique and in this paper, we propose a novel algorithm for watermarking videos. The proposed concepts include Adaptive Frame Selection using SD-BPSO to ensure the watermarks have least detrimental effects on the video as a whole. The integrity of the video is validated using the Peak Signal to Nose Ratio (PSNR). The robustness of the algorithm is also tested by subjecting the videos to several standard attacks such as - rotation, cropping, image shift, histogram equalization and image sharpening. Bit Error Rate (BER) is also used, in order to determine the efficiency of the system in retaining the watermark.
Keywords :
discrete wavelet transforms; multimedia systems; particle swarm optimisation; singular value decomposition; video watermarking; BER; DWT-SVD; PSNR; SD-BPSO; adaptive blind video watermarking technique; adaptive frame selection; binary particle swarm optimization; bit error rate; data exchange; discrete wavelet transform; histogram equalization; image cropping; image rotation; image sharpening; image shift; multimedia; peak signal to nose ratio; singular value decomposition; standard deviation; well-established authentication technique; Bit error rate; Discrete wavelet transforms; PSNR; Standards; Video sequences; Watermarking; Binary Particle Swarm Optimization (BPSO); Blind watermarking; Discrete Wavelet Transform; Singular Value Decomposition; Standard Deviation; Video watermarking;
Conference_Titel :
Computer Communication and Informatics (ICCCI), 2013 International Conference on
Conference_Location :
Coimbatore
Print_ISBN :
978-1-4673-2906-4
DOI :
10.1109/ICCCI.2013.6466289