Parallel image and video self-recovery scheme with high recovery capability

被引:2
作者
Molina-Garcia, Javier [1 ]
Ponomaryov, Volodymyr, I [1 ]
Reyes-Reyes, Rogelio [1 ]
Cruz-Ramos, Clara [1 ]
机构
[1] Inst Politecn Nacl, ESIME Culhuacan, Ciudad De Mexico, Mexico
来源
REAL-TIME IMAGE PROCESSING AND DEEP LEARNING 2019 | 2019年 / 10996卷
关键词
Parallel Computing; GPU processing; CPU multi-core; CUDA; Image Self-Recovery; Watermarking; Image Authentication; FRAGILE WATERMARKING; TAMPERING DETECTION;
D O I
10.1117/12.2518450
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
In this paper, a parallel scheme for self-recovery of tampered images and videos is proposed. Designed technique is based on two methods for generating the digest image: halftoning and a block based scheme, additionally, the implementation of an authentication algorithm was carried out using a block-based method. In order to obtain robustness to the tampering coincidence problem, the proposed scheme embeds multiple versions of the recovery watermark. Finally, during the recovery process, an algorithm of inverse halftoning was applied to improve the quality of the reconstructed image. Proposed scheme was implemented in such a way that each process should be highly parallelizable using GPU, multicore processors. Experimental results have shown that novel framework generates a good quality of the watermarked images and the recovered images. The simulation results using parallel architectures have demonstrated the efficiency of the novel technique when it is implemented in a real-time environment.
引用
收藏
页数:15
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