8 An Overview of High-Performance Computing Techniques Applied to Image Processing

Giulliano Paes Carnielli1, Rangel Arthur1, Ana Carolina Borges Monteiro2, Reinaldo Padilha Franca2, and Yuzo Iano2

1Faculty of Technology (FT), State University of Campinas (UNICAMP), Limeira, São Paulo, Brazil

2School of Electrical Engineering and Computing (FEEC), State University of Campinas (UNICAMP), Campinas, São Paulo, Brazil

  2. 8.1 Introduction
  3. 8.1.1 Context
  4. 8.1.2 Concepts
  5. 8.2 HPC Techniques Applied to Image Treatment
  6. 8.2.1 Cloud-Based Distributed Computing
  7. 8.2.2 GPU-Accelerated Parallelization
  8. 8.2.3 Parallelization Using GPU Cluster
  9. 8.2.4 Multicore Architecture
  10. 8.3 Neural Networks
  11. 8.3.1 Convolutional Neural Network (CNN)
  12. 8.3.2 Generative Adversarial ...

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