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Deep learning for image processing applications / edited by D. Jude Hemanth and Vania Vieira Estrela.

Contributor(s): Hemanth, D. Jude [editor.] | Estrela, Vania Vieira [editor.].
Material type: materialTypeLabelBookSeries: Advances in parallel computing: v. 31.Copyright date: Amsterdam : IOS Press, ©2017Description: 1 online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 978161499821; 9781614998228.Call No.: TA1637 D436 2017 Subject(s): Image processing -- Digital techniques | Machine learningOnline resources: Electronic Resources
Contents:
Machine generated contents note: Mind, Machine, and Image Processing / Subhash Chandra Pandey -- Deep Neural Networks for Image Classification / S. Govindaraju -- Virtual Robotic Arm Control with Hand Gesture Recognition and Deep Learning Strategies / Lawrence E. Henesey -- Intelligent Image Retrieval via Deep Learning Techniques / Sanjeev Jain -- Advanced Stevia Disease Detection Using Deep Learning / R. Sivakumar -- Analysis of Tuberculosis Images Using Differential Evolutionary Extreme Learning Machines (DE-ELM) / S. Srinivasan -- Object Retrieval with Deep Convolutional Features / Ferran Marques -- Hierarchical Object Detection with Deep Reinforcement Learning / Jordi Torres -- Big Data & Deep Data: Minding the Challenges / Madhurima -- Sparse-Filtered Convolutional Neural Networks with Layer-Skipping (SF-CNNLS) for Intra-Class Variation of Vehicle Type Recognition / Nik Mohamad Aizuddin Nik Azmi -- On the Prospects of Using Deep Learning for Surveillance and Security Applications / Zheng Liu -- Super-Resolution of Long Range Captured Iris Image Using Deep Convolutional Network / Prashant P. Patavardhan.
Bibliography, etc. Note: Includes bibliographical references and indexes.
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Includes bibliographical references and indexes.

Machine generated contents note: Mind, Machine, and Image Processing / Subhash Chandra Pandey -- Deep Neural Networks for Image Classification / S. Govindaraju -- Virtual Robotic Arm Control with Hand Gesture Recognition and Deep Learning Strategies / Lawrence E. Henesey -- Intelligent Image Retrieval via Deep Learning Techniques / Sanjeev Jain -- Advanced Stevia Disease Detection Using Deep Learning / R. Sivakumar -- Analysis of Tuberculosis Images Using Differential Evolutionary Extreme Learning Machines (DE-ELM) / S. Srinivasan -- Object Retrieval with Deep Convolutional Features / Ferran Marques -- Hierarchical Object Detection with Deep Reinforcement Learning / Jordi Torres -- Big Data & Deep Data: Minding the Challenges / Madhurima -- Sparse-Filtered Convolutional Neural Networks with Layer-Skipping (SF-CNNLS) for Intra-Class Variation of Vehicle Type Recognition / Nik Mohamad Aizuddin Nik Azmi -- On the Prospects of Using Deep Learning for Surveillance and Security Applications / Zheng Liu -- Super-Resolution of Long Range Captured Iris Image Using Deep Convolutional Network / Prashant P. Patavardhan.

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