Deep Learning in Visual Computing: Explanations and Examples

Deep learning is an artificially intelligent entity that teaches itself and can be utilized to make predictions. Deep learning mimics the human brain and provides learned solutions addressing many challenging problems in the area of visual computing. From object recognition to image classification f...

Descripción completa

Detalles Bibliográficos
Otros Autores: Ugail, Hassan, author (author)
Formato: Libro electrónico
Idioma:Inglés
Publicado: CRC Press 2022
Edición:First edition
Materias:
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009809020506719
Tabla de Contenidos:
  • The foundations of deep learning
  • Deep learning models for visual computing
  • Deep face recognition
  • Age estimation from face images using deep learning
  • The nose and ethnicity
  • Analysis of skin burns using deep learning
  • Deep learning approaches to cancer diagnosis using histopathological images
  • A deep transfer learning model for the analysis of electrocardiograms
  • Advances in visual computing through deep learning
  • Frontiers and challenges in deep learning for visual computing.