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Image Feature Extraction Using Fuzzy Morphology

Name: Image Feature Extraction Using Fuzzy Morphology
Brand: VDM Verlag Dr. Müller
SKU: 06820478
Price: 21175 HUF
Availability: InStock
Author: Elvis Ljumi
ISBN: 9783639116250

Elvis Ljumi

Language

English

Book Paperback

Libristo code: 06820478

Publishers VDM Verlag Dr. Müller, November 2008

This work proposes a process for extracting features§from remotely sensed imagery that utilizes fuzz... Full description

Libristo code: 06820478

145 b

21 175 Ft

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This work proposes a process for extracting features§from remotely sensed imagery that utilizes fuzzy§mathematical morphology operators. A key concept is§the introduction of an Adaptive Fuzzy Morphology. The§Adaptive Fuzzy Morphology uses an image generated§parameter that is uniquely specific to an image based§on certain image characteristics. That parameter is§subsequently used with a set of predefined T-norms§and S-norms to generate morphological operators which§process the image. Furthermore, the work illustrates§morphological operators based on grayscale§morphology, classical fuzzy morphology, additive§morphology, bounded morphology and adaptive§morphology, and explains the process for defining how§the process of generating the adaptive parameter and§the Adaptive morphological operator works. The§different morphologies are compared on sample§Landsat-7, SPOT-5, QuickBird and EROS images. The§performance of the Adaptive Fuzzy Morphology is§compared to the other morphologies and evaluated.