Two-Dimensional Change Detection Methods

Remote Sensing Applications

Nonfiction, Computers, Advanced Computing, Engineering, Computer Vision, Application Software, Computer Graphics, General Computing
Cover of the book Two-Dimensional Change Detection Methods by Murat İlsever, Cem Ünsalan, Springer London
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Murat İlsever, Cem Ünsalan ISBN: 9781447142553
Publisher: Springer London Publication: June 22, 2012
Imprint: Springer Language: English
Author: Murat İlsever, Cem Ünsalan
ISBN: 9781447142553
Publisher: Springer London
Publication: June 22, 2012
Imprint: Springer
Language: English

Change detection using remotely sensed images has many applications, such as urban monitoring, land-cover change analysis, and disaster management. This work investigates two-dimensional change detection methods. The existing methods in the literature are grouped into four categories: pixel-based, transformation-based, texture analysis-based, and structure-based. In addition to testing existing methods, four new change detection methods are introduced: fuzzy logic-based, shadow detection-based, local feature-based, and bipartite graph matching-based. The latter two methods form the basis for a structural analysis of change detection. Three thresholding algorithms are compared, and their effects on the performance of change detection methods are measured. These tests on existing and novel change detection methods make use of a total of 35 panchromatic and multi-spectral Ikonos image sets. Quantitative test results and their interpretations are provided.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Change detection using remotely sensed images has many applications, such as urban monitoring, land-cover change analysis, and disaster management. This work investigates two-dimensional change detection methods. The existing methods in the literature are grouped into four categories: pixel-based, transformation-based, texture analysis-based, and structure-based. In addition to testing existing methods, four new change detection methods are introduced: fuzzy logic-based, shadow detection-based, local feature-based, and bipartite graph matching-based. The latter two methods form the basis for a structural analysis of change detection. Three thresholding algorithms are compared, and their effects on the performance of change detection methods are measured. These tests on existing and novel change detection methods make use of a total of 35 panchromatic and multi-spectral Ikonos image sets. Quantitative test results and their interpretations are provided.

More books from Springer London

Cover of the book Atherosclerosis: Clinical Perspectives Through Imaging by Murat İlsever, Cem Ünsalan
Cover of the book GIS to Support Cost-effective Decisions on Renewable Sources by Murat İlsever, Cem Ünsalan
Cover of the book Semantic Models for Adaptive Interactive Systems by Murat İlsever, Cem Ünsalan
Cover of the book Management of Urological Cancers in Older People by Murat İlsever, Cem Ünsalan
Cover of the book Principles of Pulmonary Protection in Heart Surgery by Murat İlsever, Cem Ünsalan
Cover of the book Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering by Murat İlsever, Cem Ünsalan
Cover of the book Geometric Modeling and Reasoning of Human-Centered Freeform Products by Murat İlsever, Cem Ünsalan
Cover of the book Regression by Murat İlsever, Cem Ünsalan
Cover of the book Diagnostic Paediatric Imaging by Murat İlsever, Cem Ünsalan
Cover of the book Urinary Tract Stone Disease by Murat İlsever, Cem Ünsalan
Cover of the book The Heart and Circulation by Murat İlsever, Cem Ünsalan
Cover of the book Offshore Wind Energy Cost Modeling by Murat İlsever, Cem Ünsalan
Cover of the book Insulin Therapy by Murat İlsever, Cem Ünsalan
Cover of the book Transesophageal Echocardiography for Congenital Heart Disease by Murat İlsever, Cem Ünsalan
Cover of the book Preventive Dermatology by Murat İlsever, Cem Ünsalan
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy