Interactive segmentation techniques : algorithms and performance evaluation /

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Bibliographic Details
Author / Creator:He, Jia, author.
Imprint:Singapore : Springer, [2013?]
Description:1 online resource (x, 74 pages) : illustrations (some color).
Series:SpringerBriefs in Electrical and Computer Engineering, Signal processing, 2191-8112
SpringerBriefs in electrical and computer engineering. Signal processing,
Subject:Image processing -- Digital techniques.
Image analysis.
Signal, Image and Speech Processing.
Image Processing and Computer Vision.
User Interfaces and Human Computer Interaction.
COMPUTERS -- General.
Image analysis.
Image processing -- Digital techniques.
Electronic books.
Format: E-Resource Book
URL for this record:
Hidden Bibliographic Details
Other authors / contributors:Kim, Chang-Su, author.
Kuo, C.-C. Jay (Chung-Chieh Jay), author.
Notes:Includes bibliographical references.
Online resource; title from PDF title page (SpringerLink, viewed September 3, 2013).
Summary:This book focuses on interactive segmentation techniques, which have been extensively studied in recent decades. Interactive segmentation emphasizes clear extraction of objects of interest, whose locations are roughly indicated by human interactions based on high level perception. This book will first introduce classic graph-cut segmentation algorithms and then discuss state-of-the-art techniques, including graph matching methods, region merging and label propagation, clustering methods, and segmentation methods based on edge detection. A comparative analysis of these methods will be provided with quantitative and qualitative performance evaluation, which will be illustrated using natural and synthetic images. Also, extensive statistical performance comparisons will be made. Pros and cons of these interactive segmentation methods will be pointed out, and their applications will be discussed. There have been only a few surveys on interactive segmentation techniques, and those surveys do not cover recent state-of-the art techniques. By providing comprehensive up-to-date survey on the fast developing topic and the performance evaluation, this book can help readers learn interactive segmentation techniques quickly and thoroughly.
Other form:Print version: He, Jia. Interactive Segmentation Techniques : Algorithms and Performance Evaluation. Dordrecht : Springer, ©2013 9789814451598
Standard no.:10.1007/978-981-4451-60-4