Intelligent Computing : Image Processing Based Applications
Intelligent Computing : Image Processing Based Applications
edited by J. K. Mandal, Soumen Banerjee
- First edition
- 1 recurso en línea (X, 173 páginas) 112 ilustraciones, 76 ilustraciones a color
- Advances in Intelligent Systems and Computing 1157 2194-5357 Intelligent Technologies and Robotics (Springer-42732) .
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.
9789811542886
10.1007/978-981-15-4288-6 doi
Inteligencia artificial en medicina
Q334 / 2020 EB
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.
9789811542886
10.1007/978-981-15-4288-6 doi
Inteligencia artificial en medicina
Q334 / 2020 EB