The following information was submitted:
Transactions: WSEAS TRANSACTIONS ON SIGNAL PROCESSING
Transactions ID Number: 28-392
Full Name: Igor Gribkov
Position: Doctor (Researcher)
Age: ON
Sex: Male
Address: Nakhimovskii pr. 36-1, Moscow, 117218
Country: RUSSIA
Tel: 495 719-7661
Tel prefix: +7
Fax: +7 495 719-7681
E-mail address: vokbirg@yauza.ru
Other E-mails: koltsov@niisi.msk.ru
Title of the Paper: Testing of image segmentation methods
Authors as they appear in the Paper: Igor Gribkov, Peter Koltsov, Nikolay Kotovich, Alexandre Kravchenko, Alexander Koutsaev, Andrey Osipov, Alexey Zakharov
Email addresses of all the authors: vokbirg@yauza.ru,koltsov@niisi.msk.ru,kotovich@100mb.ru,alexk@genebee.msu.su,koutsaev@niisi.msk.ru,osipa68@yahoo.com,avz@compot.ru
Number of paper pages: 10
Abstract: Abstract: Digital image segmentation is broadly used in various image processing tasks. A large amount of image segmentation methods gives rise to the problem of of method's choice, most adequate for practical purposes. In this paper, we develop an approach which allows quantitative and qualitative estimation of segmentation programs. It consists in modeling both difficult and typical situations in image segmentation tasks using special sets of artificial test images. The description of test images and testing procedures are given. Our approach clears up specific features and applicability limits of four segmentation methods under examination.
Keywords: Key-Words: - image processing, energy minimization, image segmentation, ground truth, testing, performance evaluation
EXTENSION of the file: .pdf
Special (Invited) Session: Comparative Study of Image Segmentation Algorithms
Organizer of the Session: 599-131
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