Some error occured while loading the Quick View. Please close the Quick View and try reloading the page.
Computer vision and image processing-based systems and their applications are already
an integral part of modern living and are expected to increase in prevalence and
complexity. Vision system provides the ability to handle and examine the large data
generated by cameras and make a decision based on the situational requirement. As
computational intelligent methods are especially adept at rapidly resolving inexact
situations or where there is incomplete knowledge, they are being heavily researched and
employed in this space. This merger creates intelligent vision systems, which can be used
for smart surveillance, medical science and healthcare, remote sensing, target detection
and tracking, industrial processes monitoring, quality assurance, autonomous vehicles and
more.
Considering the current research boundaries and future applications of high-performance
computing and the need of intelligent vision systems, this book focusses on the latest developments and current key research areas in the field. It will be essential reading for
academic and industrial researchers to understand the computational intelligence
research domain as related to vision systems and their applications.
Key Features:
Key Features:
- Interdisciplinary approach to intelligent computing applications for machine vision
- Encompasses high performance computing for vision systems and control
- Includes present applications and challenges for future development
- Reviews range of CI and ML methodologies
- International author pool
Price: £99.00
Pages: 250
Publisher: Institute of Physics Publishing
Imprint: Institute of Physics Publishing
Publication Date:
31 August 2022
ISBN: 9780750348232
Format: eBook
BISACs:
# Title Description
1 High performance computing
for Vision System
Computer vision applications demands huge
resources, and it is an area where high
performance computing is required.
2 Robotics for vision assistance Robotics and automation are highly dependent
on computer vision applications.
3 Computational Intelligence for
object detection
Pattern recognition and object detection is an
important research domain in CI.
4 Wearable vision technology
design & protection from
threat
With advent of AR (Augmented Realty), VR
(Virtual Realty), and IoT (Internet of Things)
wearable devices are an important market.
5 Machine Learning for Vision
based crowd management
Crowd management is a practical use of
computer vision and machine learning.
6 Vision devices: intelligence &
smartness
Computer vision systems are an integral part of
various medical and industrial Intelligent
systems.
7 Designing expert systems for
vision-based mining
Computer vision finds its extensive application
in areas where human reach is difficult.
8 Pandemic control using
computing intelligence in
vision system
The possibility of pandemic control in a large
population will be investigated with the help of
high end computational tools
9 Automation using CI for
intelligent vision
Application of intelligent vision systems in
automation and industries. 10 Information Security: Vision
system privacy prevention
Security becomes extremely important in
intelligent systems.
11 Deep Learning for vision
intelligence decision making
Deep learning handles data effectively for
intelligent vision systems.
12 Low resource scenarios in
vision systems & computing
Computer vision in low power devices and
embedded devices.
13 Vision protection from threat
in remote areas
Application of computer vision and intelligent
systems in security and surveillance.
14 Vision signals storage,
transmission and retrieval
Data security, secure communication and data
centre technologies.
15 The limitation of CNN
computation ability for
intelligent vision system
CNN is essential tool to leverage its potential in
computational intelligence are computed by
using a subset of the training