This paper is published in Volume-4, Issue-3, 2018
Area
Image Processing
Author
Riddhima Prakash, Faseeh Ahmad
Org/Univ
Goel Institute of Technology and Management, Lucknow, Uttar Pradesh, India
Pub. Date
01 June, 2018
Paper ID
V4I3-1712
Publisher
Keywords
LBP, Local binary pattern, Digital image watermarking, LBP synthesis

Citationsacebook

IEEE
Riddhima Prakash, Faseeh Ahmad. Review on image watermarking based on LBP transform technique, International Journal of Advance Research, Ideas and Innovations in Technology, www.IJARIIT.com.

APA
Riddhima Prakash, Faseeh Ahmad (2018). Review on image watermarking based on LBP transform technique. International Journal of Advance Research, Ideas and Innovations in Technology, 4(3) www.IJARIIT.com.

MLA
Riddhima Prakash, Faseeh Ahmad. "Review on image watermarking based on LBP transform technique." International Journal of Advance Research, Ideas and Innovations in Technology 4.3 (2018). www.IJARIIT.com.

Abstract

In this review paper, we describe a digital image watermarking technique applying local binary patterns (LBP). Local binary patterns are best known for their rugged texture defining capabilities and digital watermarking applied in proving the copyright of a multimedia content. In this work, we study an LBP synthesis or inverse LBP identical process and its suitability to the digital image watermarking. The LBP synthesis process varies the near pixels values so that the LBP measured from these pixels is the desired value that we want to synthesize. This procedure takes into account the requisition of a digital image watermarking such as robustness and imperceptibility to watermark removal attacks. Due to the character of LBP synthesis, it is necessary that only a few pixels of a provided block is changed to embed the watermark. The simulation output shows that the technique is rugged to the rotation, JPEG compression, and scaling attacks. This LBP synthesis procedure could also be utilized to watermark sensor data for justifying the ownership. We are positive that this work would progress to a new research direction invalidation of digital content. In this work, a binary watermark is embedded into the image blocks by changing the neighborhood pixels conferred to the LBP pattern. However, various image blocks can have the similar LBP pattern, which can lead to false detection in watermark extraction procedure. In different words, one can change the host image deliberately without affecting its watermark message. In addition, there is no encryption procedure before watermark embedding, which leads to another potential security issue. To explain its weakness, two special copy-paste attacks are suggested in this paper, and several experiments are organized to prove the effectiveness of these attacks. To solve these issues, an enhanced semi-fragile watermarking based on LBP operators is conferred.