Convolutional neural networks applied to modification of images

Convolutional neural networks applied to modification of images

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.

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Veröffentlicht in:arXiv.org 2024-10
Hauptverfasser: Aguirre-Velez, Carlos I, Arciniega-Nevarez, Jose Antonio, Dolores-Cuenca, Eric
Format: Artikel
Sprache:eng
Schlagworte:
Artificial neural networks
Computer Science - Computer Vision and Pattern Recognition
Digital imaging
Image filters
Linear algebra
Machine learning
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Beschreibung
Zusammenfassung: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.
ISSN:2331-8422
DOI:10.48550/arxiv.2410.05680