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Deep learning for image processing applications

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Author(s): Estrela, Vania Vieira; Hemanth, D. Jude (eds.)
Series: Advances in parallel computing 31
Publisher: IOS Press
Year: 2017

Language: English
Pages: 285
Tags: Image processing -- Digital techniques.;Machine learning.;COMPUTERS -- General.

Content: 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.