GpuCV: GPU-accelerated Computer Vision

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GPUCV提供的GPU加速替代例程,是与OpenCV兼容的。图像处理应用程序员无需关心图形上下文或硬件,而且范例应用由程序提供。程序员可以通过能够自动管理着色、纹理和先进的OpenGL延伸。其框架透明化管理着硬件功能,数据同步,低层次GLSL的和CUDA方案,快速的动态测试以及到最有效实现的切换,最终提供一套GPUCV加速器上的图像处理操作。另外,GPUCV还提供一些高级操作,如形态学和边缘检测、矩阵乘法、离散傅里叶变换等等。

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GpuCV: GPU-accelerated Computer Vision

  • GpuCV: GPU-accelerated Computer Vision
    • Presentation
    • Features
    • Coming events
    • Last events
    • Gpucv/Web Web Utilities

NEW New release of GpuCV is v1.0.0 rev 600 (Oct. 6th, 2010).

Presentation

GpuCV is an open-source GPU-accelerated image processing and Computer Vision library. It offers an Intel's OpenCV-like programming interface for easily porting existing OpenCV applications, while taking advantage of the high level of parallelism and computing power available from recent graphics processing units (GPUs). It is distributed as free software under the CeCILL-B license.

Longer descriptions are available as:

  • Yannick Allusse, Patrick Horain, Ankit Agarwal and Cindula Saipriyadarshan, "GpuCV: An OpenSource GPU-Accelerated Framework for Image Processing and Computer Vision", Proc. ACM Multimedia 2008, October 27-31, 2008, Vancouver, BC, Canada, pp. 1089-1092 [ doi:10.1145/1459359.1459578 ].
  • Yannick Allusse, Patrick Horain, Ankit Agarwal and Cindula Saipriyadarshan, "GpuCV: A GPU-accelerated framework for Image Processing and Computer Vision", Advances in Visual Computing, Proceedings of the 4th International Symposium on Visual Computing (ISVC08), December 1-3, 2008, Las Vegas, Nevada, USA, LNCS Volume 5359, Springer-Verlag, p. 430-439 [ doi:10.1007/978-3-540-89646-3_42 ].
  • J.-P. Farrugia, P. Horain, E. Guehenneux, Y. Allusse, "GPUCV: A framework for image processing acceleration with graphics processors", CDROM proc. of the IEEE International Conference on Multimedia & Expo (ICME 2006), July 9-12, 2006, Toronto, Ontario, Canada [ doi:10.1109/ICME.2006.262476 ].

Features

GpuCV offers GPU-accelerated replacement routines that are fully compatible with their OpenCV counterpart.

Image processing applications programmers do not have to care for graphics context nor hardware. Examples applications are provided.

Operator developers may access graphics functionalities through the GpuCV framework that automatically manages shader programs, textures and advanced OpenGL extensions.

More...

Coming events

...

Last events

  • arrowdot Oct. 6 2010: GpuCV 1.0.0 rev 600 released.
  • arrowdot July 6 - July 10, 2010: GpuCV author(s) will talk at the RMLL2010 (Libre Software meeting) event in Bordeaux, FRANCE.
  • arrowdot June 29 - July 2nd, 2010: GpuCV author(s) will talk at the French speaking summer school on image processing with GPUs.
  • download February, 2010: A new release of GpuCV has been scheduled for March 2010. Stay tuned!
  • arrowdot June 15-16, 2010: GpuCV authors(s) will be present at TER@TEC 2010 event on HPC.
  • arrowdot April 7-9, 2010: GpuCV authors(s) will be present at LAVAL VIRTUAL 2010, International conference on Virtual Reality.
  • arrowdot September 30, 2009: GpuCV was presented at EPITA/LRDE seminar. Here are the slides ppt .
  • arrowdot December 6, 2008: GpuCV was presented at the first GPUCamp. Here are the slides ppt .
  • arrowdot December 4, 2008: GpuCV was presented at the 2nd 2e Journée Thème Emergent GPGPU.
  • viewtopic December 3, 2008: A publication was presented at ISVC08, Las Vegas, Nevada.
  • arrowdot November 15-21, 2008: GpuCV was demonstrated by NVIDIA at SC08, Austin, Texas.

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