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Convolutional neural networks applied to modification of images

Computer Vision and Pattern Recognition 2024-10-10 v1
Authors: Carlos I. Aguirre-Velez , Jose Antonio Arciniega-Nevarez , Eric Dolores-Cuenca
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Abstract

The reader will learn how digital images are edited using linear algebra and calculus. Starting from the concept of filter towards machine learning techniques such as convolutional neural networks.

Keywords

convolutional neural networks image processing linear algebra calculus digital images

Cite

@article{arxiv.2410.05680,
  title  = {Convolutional neural networks applied to modification of images},
  author = {Carlos I. Aguirre-Velez and Jose Antonio Arciniega-Nevarez and Eric Dolores-Cuenca},
  journal= {arXiv preprint arXiv:2410.05680},
  year   = {2024}
}

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23 pages

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