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Intelligent Computing : Image Processing Based Applications / edited by J. K. Mandal, Soumen Banerjee

Contributor(s): Mandal, J. K, editor | Banerjee, Soumen, editor | SpringerLink (Online service)
Material type: materialTypeLabelE-bookSeries: (Advances in Intelligent Systems and Computing, 2194-5357; 1157); (Intelligent Technologies and Robotics (Springer-42732)).Publisher: Singapore : Springer Singapore : Imprint: Springer, 2020Edition: First edition.Description: 1 recurso en línea (X, 173 páginas) : 112 ilustraciones, 76 ilustraciones a color.ISBN: 9789811542886.Subject: Inteligencia artificial en medicinaOnline resources: Acceso a este recurso digital (usuarios Universidad Europea de Madrid)Digital Resources
Contents:
A Review of Object Detection Models based on Convolutional Neural Network -- Cancerous Cell Detection using Affine Transformation with Higher Accuracy and Sensitivity -- A Comparative Study of Different Feature Descriptors for Video Based Human Action Recognition -- Pose Registration of 3D Face Images -- Image De-noising using Generative Adversarial Network -- Deep Learning based Lossless Audio Encoder (DLLAE) -- A new repeated pixel value di_erence based steganographic scheme with overlapped pixel -- Lattice-Based Fuzzy Medical Expert System for Management of Low Back Pain: A Preliminary Design -- An Optimized Intelligent Dermatologic Disease Classification Framework based on IoT -- Transfer learning coupled Convolution Neural Networks in detecting Retinal diseases using OCT images.
Abstract: This book features a collection of extended versions of papers presented at OPTRONIX 2019, held at the University of Engineering & Management, Kolkata, India, on 18 - 20, March 2019. It includes research on the detection of skin disease, breast tumors, lung cancer and rotten fruit based on intelligent image processing applications, intelligent computing, neuro-fuzzy applications, soil moisture prediction, intelligent encryption and authentication, as well as image analysis and image analytics.
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Holdings
Item type Current library Collection Call number Status Date due Barcode Item holds
LIBRO-E NO PRÉSTAMO LIBRO-E NO PRÉSTAMO Madrid Digital Acceso Electrónico (UEM) Ciencias e Ingeniería Q334 2020 EB (Browse shelf(Opens below)) Acceso electrónico eBook.26062088
Total holds: 0

A Review of Object Detection Models based on Convolutional Neural Network -- Cancerous Cell Detection using Affine Transformation with Higher Accuracy and Sensitivity -- A Comparative Study of Different Feature Descriptors for Video Based Human Action Recognition -- Pose Registration of 3D Face Images -- Image De-noising using Generative Adversarial Network -- Deep Learning based Lossless Audio Encoder (DLLAE) -- A new repeated pixel value di_erence based steganographic scheme with overlapped pixel -- Lattice-Based Fuzzy Medical Expert System for Management of Low Back Pain: A Preliminary Design -- An Optimized Intelligent Dermatologic Disease Classification Framework based on IoT -- Transfer learning coupled Convolution Neural Networks in detecting Retinal diseases using OCT images.

This book features a collection of extended versions of papers presented at OPTRONIX 2019, held at the University of Engineering & Management, Kolkata, India, on 18 - 20, March 2019. It includes research on the detection of skin disease, breast tumors, lung cancer and rotten fruit based on intelligent image processing applications, intelligent computing, neuro-fuzzy applications, soil moisture prediction, intelligent encryption and authentication, as well as image analysis and image analytics.

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