A High Performance Image Authentication Algorithm on GPU with CUDA
There has been large amounts of research on image authentication method. Many of the schemes perform well in verification results; however, most of them are time-consuming in traditional serial manners. And improving the efficiency of authentication process has become one of the challenges in image...
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| Published in | International journal of intelligent systems and applications Vol. 3; no. 2; pp. 52 - 59 |
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| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
Hong Kong
Modern Education and Computer Science Press
17.03.2011
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| Online Access | Get full text |
| ISSN | 2074-904X 2074-9058 2074-9058 |
| DOI | 10.5815/ijisa.2011.02.08 |
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| Abstract | There has been large amounts of research on image authentication method. Many of the schemes perform well in verification results; however, most of them are time-consuming in traditional serial manners. And improving the efficiency of authentication process has become one of the challenges in image authentication field today. In the future, it's a trend that authentication system with the properties of high performance, real-time, flexible and ease for development. In this paper, we present a CUDA-based implementation of an image authentication algorithm with NVIDIA's Tesla C1060 GPU devices. Comparing with the original implementation on CPU, our CUDA-based implementation works 20x-50x faster with single GPU device. And experiment shows that, by using two GPUs, the performance gains can be further improved around 1.2 times in contras to single GPU. |
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| AbstractList | There has been large amounts of research on image authentication method. Many of the schemes perform well in verification results; however, most of them are time-consuming in traditional serial manners. And improving the efficiency of authentication process has become one of the challenges in image authentication field today. In the future, it's a trend that authentication system with the properties of high performance, real-time, flexible and ease for development. In this paper, we present a CUDA-based implementation of an image authentication algorithm with NVIDIA's Tesla C1060 GPU devices. Comparing with the original implementation on CPU, our CUDA-based implementation works 20x-50x faster with single GPU device. And experiment shows that, by using two GPUs, the performance gains can be further improved around 1.2 times in contras to single GPU. |
| Author | Yang, Jiwen Lin, Caiwei Zhao, Lei |
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| Title | A High Performance Image Authentication Algorithm on GPU with CUDA |
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