Hands-on GPU-accelerated computer vision with OpenCV and CUDA : effective techniques for processing complex image data in real time using GPUs [E-Book] / Bhaumik Vaidya.
Vaidya, Bhaumik, (author)
1st edition
Birmingham : Packt Publishing, 2018
373 pages (online resource)
englisch
9781789343687
9781789348293
1789343682
1789348293
Full Text
Table of Contents:
  • Hands-on GPU-accelerated computer vision with OpenCV and CUDA : effective techniques for processing complex image data in real time using GPUs
  • Packt Upsell
  • Contributors : About the author
  • Table of Contents
  • Preface
  • Chapter 1: Introducing CUDA and Getting Started with CUDA
  • Chapter 2: Parallel Programming using CUDA C
  • Chapter 3: Threads, Synchronization, and Memory
  • Chapter 4: Advanced Concepts in CUDA
  • Chapter 5: Getting Started with OpenCV with CUDA Support
  • Chapter 6: Basic Computer Vision Operations Using OpenCV and CUDA
  • Chapter 7: Object Detection and Tracking Using OpenCV and CUDA
  • Chapter 8: Introduction to the Jetson TX1 Development Board and Installing OpenCV on Jetson TX1
  • Chapter 9: Deploying Computer Vision Applications on Jetson TX1
  • Chapter 10: Getting Started with PyCUDA
  • Chapter 11: Working with PyCUDA
  • Chapter 12: Basic Computer Vision Applications Using PyCUDA
  • Assessments
  • Other Books You May Enjoy
  • Index.