Accelerating Genetic Algorithm Using General Purpose GPU and CUDA

2016 ◽  
Vol 2 (1) ◽  
pp. 9-22
Author(s):  
Rashmi Sharan Sinha ◽  
◽  
Satvir Singh ◽  
Sarabjeet Singh ◽  
Vijay Kumar Banga ◽  
...  
Keyword(s):  
Genetic Algorithm ◽  
General Purpose ◽  
Accelerating Genetic Algorithm ◽  
General Purpose Gpu

Accelerating Genetic Algorithm Using General Purpose GPU and CUDA

2016 ◽  
Vol 7 (1) ◽  
pp. 17-30 ◽  
Author(s):  
Rashmi Sharan Sinha ◽  
Satvir Singh ◽  
Sarabjeet Singh ◽  
Vijay Kumar Banga
Keyword(s):  
Genetic Algorithm ◽  
General Purpose ◽  
Accelerating Genetic Algorithm ◽  
General Purpose Gpu

Real-Time Bilateral Filtering Using GPGPU

2015 ◽  
Vol 781 ◽  
pp. 568-571 ◽  
Author(s):  
Sanun Srisuk ◽  
Wachirapong Kesjindatanawaj ◽  
Surachai Ongkittikul
Keyword(s):  
Nonlinear Filtering ◽  
Computation Time ◽  
General Purpose ◽  
Experimental Results ◽  
Bilateral Filtering ◽  
Image Smoothing ◽  
Edge Preserving ◽  
Filter Kernel ◽  
Sharp Edges ◽  
General Purpose Gpu

In this paper, we present a technique for accelerating the bilateral filtering using GPGPU. Bilateral filtering is a tool for an image smoothing with edge preserving properties. It serves as a mixture of domain and range filters. Domain filter suppresses Gaussian noise while range filter maintains sharp edges. Bilateral filtering is a nonlinear filtering in which the filter kernel must be computed pixel by pixel. Therefore conventional fast Fourier transform technique cannot be used to accelerate the bilateral filtering. Instead, general purpose GPU is used as a parallel machine to reduce time consuming of the bilateral filtering. We will show the experimental results by comparing the computation time of CPU and GPU. It was cleared that, from the experimental results, GPU outperformed the CPU in terms of computation time.

scholarly journals Computing OpenSURF on OpenCL and General Purpose GPU

10.5772/57057 ◽  
2013 ◽  
Vol 10 (10) ◽  
pp. 375 ◽  
Author(s):  
Wanglong Yan ◽  
Xiaohua Shi ◽  
Xin Yan ◽  
Lina Wang
Keyword(s):  
General Purpose ◽  
General Purpose Gpu
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