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Biologically Inspired Hexagonal Deep Learning for Hexagonal Image Processing

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Exploring the limitations of current digital image processing methods in deep learning, the book highlights the disparity between artificial systems and the human visual perception model. It critiques the prevalent use of rectangular and square formats for image generation, proposing that hexagonal arrangements, inspired by the sensory cells in the human eye, could offer a more effective alternative. This perspective aims to bridge the gap between biological processes and technological advancements in image processing.

Nákup knihy

Biologically Inspired Hexagonal Deep Learning for Hexagonal Image Processing, Tobias Schlosser

Jazyk
Rok vydání
2024
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Titul
Biologically Inspired Hexagonal Deep Learning for Hexagonal Image Processing
Jazyk
anglicky
Rok vydání
2024
Vazba
měkká
Počet stran
300
ISBN13
9783961002139
Série
Anotace
Exploring the limitations of current digital image processing methods in deep learning, the book highlights the disparity between artificial systems and the human visual perception model. It critiques the prevalent use of rectangular and square formats for image generation, proposing that hexagonal arrangements, inspired by the sensory cells in the human eye, could offer a more effective alternative. This perspective aims to bridge the gap between biological processes and technological advancements in image processing.