A COMPREHENSIVE BOOK PROVIDING HIGH-QUALITY RESEARCH ADDRESSING
CHALLENGES IN THEORETICAL AND APPLICATION ASPECTS OF SOFT COMPUTING
AND MACHINE LEARNING IN IMAGE PROCESSING AND COMPUTER VISION.
Researchers are working to create new algorithms that combine the
methods provided by CI approaches to solve the problems of image
processing and computer vision such as image size, noise,
illumination, and security. The 19 chapters in this book examine
computational intelligence (CI) approaches as alternative solutions
for automatic computer vision and image processing systems in a wide
range of applications, using machine learning and soft computing.
Applications highlighted in the book include:
* diagnostic and therapeutic techniques for ischemic stroke, object
detection, tracking face detection and recognition;
* computational-based strategies for drug repositioning and
improving performance with feature selection, extraction, and
learning;
* methods capable of retrieving photometric and geometric
transformed images;
* concepts of trading the cryptocurrency market based on smart price
action strategies; comparative evaluation and prediction of exoplanets
using machine learning methods; the risk of using failure rate with
the help of MTTF and MTBF to calculate reliability; a detailed
description of various techniques using edge detection algorithms;
* machine learning in smart houses; the strengths and limitations of
swarm intelligence and computation; how to use bidirectional LSTM for
heart arrhythmia detection;
* a comprehensive study of content-based image-retrieval techniques
for feature extraction;
* machine learning approaches to understanding angiogenesis;
* handwritten image enhancement based on neutroscopic-fuzzy.
AUDIENCE The book has been designed for researchers, engineers,
graduate, and post-graduate students wanting to learn more about the
theoretical and application aspects of soft computing and machine
learning in image processing and computer vision.
Les mer
Produktdetaljer
ISBN
9781394230938
Publisert
2024
Utgave
1. utgave
Utgiver
Vendor
Wiley-Scrivener
Språk
Product language
Engelsk
Format
Product format
Digital bok