Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Genetic Learning for Adaptive Image Segmentation

Genetic Learning for Adaptive Image Segmentation

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9781461527749
Condition
New
Product Description

Image segmentation is generally the first task in any automated image understanding application, such as autonomous vehicle navigation, object recognition, photointerpretation, etc. All subsequent tasks, such as feature extraction, object detection, and object recognition, rely heavily on the quality of segmentation. One of the fundamental weaknesses of current image segmentation algorithms is their inability to adapt the segmentation process as real-world changes are reflected in the image. Only after numerous modifications to an algorithm's control parameters can any current image segmentation technique be used to handle the diversity of images encountered in real-world applications. Genetic Learning for Adaptive Image Segmentation presents the first closed-loop image segmentation system that incorporates genetic and other algorithms to adapt the segmentation process to changes in image characteristics caused by variable environmental conditions, such as time of day, time of year, weather, etc. Image segmentation performance is evaluated using multiple measures of segmentation quality. These quality measures include global characteristics of the entire image as well as local features of individual object regions in the image. This adaptive image segmentation system provides continuous adaptation to normal environmental variations, exhibits learning capabilities, and provides robust performance when interacting with a dynamic environment. This research is directed towards adapting the performance of a well known existing segmentation algorithm (Phoenix) across a wide variety of environmental conditions which cause changes in the image characteristics. The book presents a large number of experimental results and compares performance with standard techniques used in computer vision for both consistency and quality of segmentation results. These results demonstrate, (a) the ability to adapt the segmentation performance in both indoor and outdoor color imagery, and (b) that learning from experience can be used to improve the segmentation performance over time.

Available Colors
Available Sizes
1 Offer Price Range: $129.00 - $129.00
BEST PRICE

Single Product Purchase

$129.00
@ Link.springer.com     BUY Now

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$129.00 $129.00

$129.00
See Site In stock Visit Store

Similar Products

Animales extraordinarios: Bocas

$5.96

Living with Paradoxes

$54.99

Governing Police Stops Across Europe

$139.99

Recent Advances in Intrusion Detection

$39.99

Information Technologies and Mathematical Modelling. Queueing Theory and Applications

$54.99

Jews and Christians in Thirteenth-Century France

$99.99

Beyond Economics

$69.99

Heterogeneous Ferroelectric Solid Solutions

$109.99

Information Search, Integration, and Personalization

$39.99

Kulturelle und sthetische Bildung

$69.99

Kriterien guter Mathematikbungen

$59.99

Paint Shop Pro 8 Zero to Hero

$19.99

Circuit Design for CMOS VLSI

$39.99

Leadership and Politics

$179.99

CNS Cancer

$219.99

Thoracic Surgery

$84.99

Eisenverarbeitung und Eisenhandel

$49.99

What Market, What Society, What Union?

$129.00

Dealing with Conceptualisations of Learning

$39.99

Temporomandibular Joint Disorders

$169.99

Functional Fractional Calculus

$219.99

Parched - The Cape Town Drought Story

$139.99

Management in internationalen Unternehmensnetzwerken

$59.99

The Theory of Timed I/O Automata

$34.99

Anaphora Processing and Applications

$39.99

Indian Ocean Region

$169.00

Time-Domain Ultra-Wideband Radar, Sensor and Components

$54.99

Wasserstoff als Energietrger

$89.00

Cellular, Molecular, and Clinical Aspects of Allergic Disorders

$84.99

Motor Development in Children: Aspects of Coordination and Control

$329.99

Doctor de Soto (Spanish)

$4.46

Risk Assessment and Risk-Driven Quality Assurance

$39.99

Studien zur grundlegenden Krper- und Bewegungsbildung in Deutschland (Teil 2)

$89.99

Reviews of Environmental Contamination and Toxicology Volume 212

$109.99

Justice and Conflicts

$84.99

Lernzugnge

$34.99

EM Material Characterization Techniques for Metamaterials

$54.99

Management von Personalturnover

$59.99

Advances in Knowledge Discovery and Data Mining

$109.99

Sea Monster and the Bossy Fish

$4.46