Intelligent Computing: Image Processing Based Applications (Advances in Intelligent Systems and Computing)

Mandal, J. K. (EDT)/ Banerjee, Soumen (EDT)

Springer Verlag, Singapore（2020/06発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 173 p.
• 言語 ENG
• 商品コード 9789811542879
• DDC分類 006.3

Full Description

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.

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