portada neural learning methods for visual object detection - brain-like principles for environment percepti (en Inglés)

neural learning methods for visual object detection - brain-like principles for environment percepti (en Inglés)

Formato

Libro Físico

Autor

Alexander Gepperth

Editorial

VDM Verlag Dr. Mueller E.K.

Idioma

Inglés

N° páginas

132

Encuadernación

Tapa Blanda

Dimensiones

22.9x15.2x0.7 cm

Peso

0.19 kg.

ISBN

3639012070

ISBN13

9783639012071

Categorías

Física

neural learning methods for visual object detection - brain-like principles for environment percepti (en Inglés)

Alexander Gepperth (Autor) · VDM Verlag Dr. Mueller E.K. · Tapa Blanda

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Reseña del libro "neural learning methods for visual object detection - brain-like principles for environment percepti (en Inglés)"

Visual object detection by artificial cognitive systems is currently a great research challenge, both at the theoretical as well as the technical level. On the one hand, a more fundamental understanding of the mechanisms employed by the human brain for this purpose is desired, and, on the other hand, important technical applications could be realized by successful visual object detection, particularly in the domain of intelligent vehicles. This book describes a number of methods, centered around artificial neural networks, that address important issues in the object detection/identification process. Each method is evaluated in a concrete application context, thus giving insights not only into theoretical aspects of the object detection process but also showing potential applicability in technical systems.