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Intelligent Computing: Image Processing Based Applications
Başlık:
Intelligent Computing: Image Processing Based Applications
ISBN:
9789811542886
Edition:
1st ed. 2020.
Yayın Bilgileri:
Singapore : Springer Nature Singapore : Imprint: Springer, 2020.
Fiziksel Tanımlama:
X, 173 p. 112 illus., 76 illus. in color. online resource.
Series:
Advances in Intelligent Systems and Computing, 1157
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.
Dil:
English