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学术引用

影响 Mini-OpenCV 设计的学术论文、技术文档和相关项目。

学术论文

[1]
CUDA C++ Programming Guide
NVIDIA Corporation
2024 · Technical Documentation
https://docs.nvidia.com/cuda/
[2]
Optimizing Parallel Reduction in CUDA
Mark Harris
2007 · NVIDIA Developer
https://developer.nvidia.com/content/optimizing-parallel-reduction-cuda
[3]
Efficient CUDA Convolution via Shared Memory
Victor Podlozhnyuk
2007 · NVIDIA Whitepaper
PDF
[4]
Digital Image Processing
Rafael C. Gonzalez, Richard E. Woods
4th Edition · Pearson
Amazon
[5]
CUDA Best Practices Guide
NVIDIA Corporation
2024 · Technical Documentation
https://docs.nvidia.com/cuda/cuda-c-best-practices-guide/

开源项目

[6]
OpenCV
OpenCV Team
Apache 2.0 · C++/Python
https://opencv.org/
[7]
CUTLASS - CUDA Templates for Linear Algebra Subroutines
NVIDIA Research
BSD-3 · C++
https://github.com/NVIDIA/cutlass
[8]
cv-cuda - Computer Vision CUDA Operators
NVIDIA
Apache 2.0 · C++/Python
https://github.com/NVIDIA/CV-CUDA
[9]
NPP - NVIDIA Performance Primitives
NVIDIA
Proprietary · C
https://docs.nvidia.com/cuda/npp/
[10]
VPI - Vision Programming Interface
NVIDIA
Proprietary · C++/Python
https://developer.nvidia.com/nvidia-vpi

技术资源

[11]
CUDA Programming Model
NVIDIA
Official Documentation
CUDA Programming Model
[12]
CUDA Memory Model
NVIDIA
Official Documentation
CUDA Memory Hierarchy

如何引用

如果您在研究或项目中使用 Mini-OpenCV,请引用:

bibtex
@software{mini_opencv_2024,
  title = {Mini-OpenCV: High-Performance CUDA Image Processing Library},
  author = {LessUp},
  year = {2024},
  version = {3.0.0},
  url = {https://github.com/LessUp/mini-opencv},
  note = {CUDA-accelerated operators achieving 30-50× speedup over CPU implementations}
}

贡献参考文献

发现了相关的论文或项目?请提交 Issue 或发送 Pull Request!

Released under the MIT License.