Deep learning for image processing applications /

Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Hemanth, D. Jude (Editor ), Estrela, Vania Vieira (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Amsterdam, Netherlands : IOS Press, 2017.
Colección:Advances in parallel computing ; v. 31.
Temas:
Image processing > Digital techniques.
Machine learning.
Traitement d'images > Techniques numériques.
Apprentissage automatique.
digital imaging.
COMPUTERS > General.
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Title Page; Preface; Contents; About the Editors; Mind, Machine, and Image Processing; Deep Neural Networks for Image Classification; Virtual Robotic Arm Control with Hand Gesture Recognition and Deep Learning Strategies; Intelligent Image Retrieval via Deep Learning Techniques; Advanced Stevia Disease Detection Using Deep Learning; Analysis of Tuberculosis Images Using Differential Evolutionary Extreme Learning Machines (DE-ELM); Object Retrieval with Deep Convolutional Features; Hierarchical Object Detection with Deep Reinforcement Learning; Big Data & Deep Data: Minding the Challenges.
  • Sparse-Filtered Convolutional Neural Networks with Layer-Skipping (SF-CNNLS) for Intra-Class Variation of Vehicle Type RecognitionOn the Prospects of Using Deep Learning for Surveillance and Security Applications; Super-Resolution of Long Range Captured Iris Image Using Deep Convolutional Network; Subject Index; Author Index.

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