Computer Vision in Advanced Control Systems-5: Advanced Decisions in Technical and Medical Applications

✍ Scribed by Margarita N. Favorskaya, Lakhmi C. Jain

• Publisher: Springer International Publishing
• Year: 2020
• Tongue: English
• Leaves: 329
• Series: Intelligent Systems Reference Library 175
• Edition: 1st ed. 2020
• Category: Library

✦ Synopsis

This book applies novel theories to improve algorithms in complex data analysis in various fields, including object detection, remote sensing, data transmission, data fusion, gesture recognition, and medical image processing and analysis.

It is intended for Ph.D. students, academics, researchers, and software developers working in the areas of digital video processing and computer vision technologies.

✦ Table of Contents

Front Matter ....Pages i-xiv
Advanced Decisions in Technical and Medical Applications: An Introduction (Margarita N. Favorskaya, Lakhmi C. Jain)....Pages 1-7
Front Matter ....Pages 9-9
Image Representation and Processing Using Autoregressive Random Fields with Multiple Roots of Characteristic Equations (Konstantin K. Vasil’ev, Nikita A. Andriyanov)....Pages 11-52
Representation and Processing of Spatially Heterogeneous Images and Image Sequences (Vitaly E. Dement’ev, Victor R. Krasheninnikov, Konstantin K. Vasil’ev)....Pages 53-97
Matrix Approach to Solution of the Inverse Problems for Multimedia Wireless Communication Links (Mikhail Sergeev, Nathan Blaunstein)....Pages 99-118
Authentication and Copyright Protection of Videos Under Transmitting Specifications (Margarita N. Favorskaya, Vladimir V. Buryachenko)....Pages 119-160
Object Selection in Computer Vision: From Multi-thresholding to Percolation Based Scene Representation (Vladimir Yu. Volkov, Mikhail I. Bogachev, Airat R. Kayumov)....Pages 161-194
Front Matter ....Pages 195-195
Vision-Based Assistive Systems for Deaf and Hearing Impaired People (Dmitry Ryumin, Denis Ivanko, Ildar Kagirov, Alexander Axyonov, Alexey Karpov)....Pages 197-223
Methods of Endoscopic Images Enhancement and Analysis in CDSS (Nataliia Obukhova, Alexandr Motyko, Alexandr Pozdeev)....Pages 225-264
Tissue Germination Evaluation on Implants Based on Shearlet Transform and Color Coding (Aleksandr Zotin, Konstantin Simonov, Fedor Kapsargin, Tatyana Cherepanova, Alexey Kruglyakov)....Pages 265-294
Histological Images Segmentation by Convolutional Neural Network with Morphological Post-filtration (Vladimir Khryashchev, Anton Lebedev, Olga Stepanova, Anastasiya Srednyakova)....Pages 295-319
Back Matter ....Pages 321-321

✦ Subjects

Engineering; Computational Intelligence; Image Processing and Computer Vision