Intelligent Computing: Image Processing Based Applications

✍ Scribed by J. K. Mandal, Soumen Banerjee

Publisher: Springer Singapore;Springer
Year: 2020
Tongue: English
Leaves: 180
Series: Advances in Intelligent Systems and Computing 1157
Edition: 1st ed.
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

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.

✦ Table of Contents

Front Matter ....Pages i-x
A Review of Object Detection Models Based on Convolutional Neural Network (F. Sultana, A. Sufian, P. Dutta)....Pages 1-16
Cancerous Cell Detection Using Affine Transformation with Higher Accuracy and Sensitivity (Soumen Santra, Joy Bhattacherjee, Arpan Deyasi)....Pages 17-34
A Comparative Study of Different Feature Descriptors for Video-Based Human Action Recognition (Swarnava Sadhukhan, Siddhartha Mallick, Pawan Kumar Singh, Ram Sarkar, Debotosh Bhattacharjee)....Pages 35-52
Pose Registration of 3D Face Images (Koushik Dutta, Debotosh Bhattacharjee, Mita Nasipuri)....Pages 53-71
Image Denoising Using Generative Adversarial Network (Ratnadeep Dey, Debotosh Bhattacharjee, Mita Nasipuri)....Pages 73-90
Deep Learning-Based Lossless Audio Encoder (DLLAE) (Uttam Kr. Mondal, Asish Debnath, J. K. Mandal)....Pages 91-101
A New Repeated Pixel Value Difference-Based Steganographic Scheme with Overlapped Pixel (Partha Chowdhuri, Pabitra Pal, Biswapati Jana, Debasis Giri)....Pages 103-118
Lattice-Based Fuzzy Medical Expert System for Management of Low Back Pain: A Preliminary Design (Debarpita Santra, S. K. Basu, J. K. Mandal, Subrata Goswami)....Pages 119-129
An Optimized Intelligent Dermatologic Disease Classification Framework Based on IoT (Shouvik Chakraborty, Sankhadeep Chatterjee, Kalyani Mali)....Pages 131-151
Transfer Learning Coupled Convolution Neural Networks in Detecting Retinal Diseases Using OCT Images (Kyamelia Roy, Sheli Sinha Chaudhuri, Probhakar Roy, Sankhadeep Chatterjee, Soumen Banerjee)....Pages 153-173

✦ Subjects

Engineering; Computational Intelligence; Image Processing and Computer Vision; Multimedia Information Systems

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