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Two-Dimensional Change Detection Methods

Two-Dimensional Change Detection Methods
Author: Murat İlsever
Publisher: Springer Science & Business Media
Total Pages: 77
Release: 2012-06-22
Genre: Computers
ISBN: 1447142551

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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.


Two-Dimensional Change Detection Methods

Two-Dimensional Change Detection Methods
Author: Murat İlsever
Publisher: Springer
Total Pages: 72
Release: 2012-06-21
Genre: Computers
ISBN: 9781447142560

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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.


Encyclopedia of GIS

Encyclopedia of GIS
Author: Shashi Shekhar
Publisher: Springer Science & Business Media
Total Pages: 1392
Release: 2007-12-12
Genre: Computers
ISBN: 038730858X

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The Encyclopedia of GIS provides a comprehensive and authoritative guide, contributed by experts and peer-reviewed for accuracy, and alphabetically arranged for convenient access. The entries explain key software and processes used by geographers and computational scientists. Major overviews are provided for nearly 200 topics: Geoinformatics, Spatial Cognition, and Location-Based Services and more. Shorter entries define specific terms and concepts. The reference will be published as a print volume with abundant black and white art, and simultaneously as an XML online reference with hyperlinked citations, cross-references, four-color art, links to web-based maps, and other interactive features.


Web and Big Data

Web and Big Data
Author: Lei Chen
Publisher: Springer
Total Pages: 662
Release: 2017-08-01
Genre: Computers
ISBN: 3319635794

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This two –volume set, LNCS 10366 and 10367, constitutes the thoroughly refereed proceedings of the First International Joint Conference, APWeb-WAIM 2017, held in Beijing, China in July 2017. The 44 full papers presented together with 32 short papers and 10 demonstrations papers were carefully reviewed and selected from 240 submissions. The papers are organized around the following topics: spatial data processing and data quality; graph data processing; data mining, privacy and semantic analysis; text and log data management; social networks; data mining and data streams; query processing; topic modeling; machine learning; recommendation systems; distributed data processing and applications; machine learning and optimization.


Proteome Research: Two-Dimensional Gel Electrophoresis and Identification Methods

Proteome Research: Two-Dimensional Gel Electrophoresis and Identification Methods
Author: T. Rabilloud
Publisher: Springer Science & Business Media
Total Pages: 272
Release: 1999-09-17
Genre: Science
ISBN: 9783540657927

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With the end of the Human Genome Project in sight, the next important step is to determine the function of genes. Proteome Research is an important approach to this study and is the first book to comprehensively cover the application of two-dimensional electrophoresis, the central methodology in proteome research. The state-of-the-art is described in detail and the available detection methods are extensively covered. Sufficient detail is given to allow readers to apply these technologies to their own particular requirements.


Computer Processing of Remotely-Sensed Images

Computer Processing of Remotely-Sensed Images
Author: Paul M. Mather
Publisher: John Wiley & Sons
Total Pages: 388
Release: 2022-04-06
Genre: Technology & Engineering
ISBN: 1119502977

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Computer Processing of Remotely-Sensed Images A thorough introduction to computer processing of remotely-sensed images, processing methods, and applications Remote sensing is a crucial form of measurement that allows for the gauging of an object or space without direct physical contact, allowing for the assessment and recording of a target under conditions which would normally render access difficult or impossible. This is done through the analysis and interpretation of electromagnetic radiation (EMR) that is reflected or emitted by an object, surveyed and recorded by an observer or instrument that is not in contact with the target. This methodology is particularly of importance in Earth observation by remote sensing, wherein airborne or satellite-borne instruments of EMR provide data on the planet’s land, seas, ice, and atmosphere. This permits scientists to establish relationships between the measurements and the nature and distribution of phenomena on the Earth’s surface or within the atmosphere. Still relying on a visual and conceptual approach to the material, the fifth edition of this successful textbook provides students with methods of computer processing of remotely sensed data and introduces them to environmental applications which make use of remotely-sensed images. The new edition’s content has been rearranged to be more clearly focused on image processing methods and applications in remote sensing with new examples, including material on the Copernicus missions, microsatellites and recently launched SAR satellites, as well as time series analysis methods. The fifth edition of Computer Processing of Remotely-Sensed Images also contains: A cohesive presentation of the fundamental components of Earth observation remote sensing that is easy to understand and highly digestible Largely non-technical language providing insights into more advanced topics that may be too difficult for a non-mathematician to understand Illustrations and example boxes throughout the book to illustrate concepts, as well as revised examples that reflect the latest information References and links to the most up-to-date online and open access sources used by students Computer Processing of Remotely-Sensed Images is a highly insightful textbook for advanced undergraduates and postgraduate students taking courses in remote sensing and GIS in Geography, Geology, and Earth & Environmental Science departments.


Image Analysis and Processing — ICIAP 2015

Image Analysis and Processing — ICIAP 2015
Author: Vittorio Murino
Publisher: Springer
Total Pages: 739
Release: 2015-08-20
Genre: Computers
ISBN: 3319232312

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The two-volume set LNCS 9279 and 9280 constitutes the refereed proceedings of the 18th International Conference on Image Analysis and Processing, ICIAP 2015, held in Genoa, Italy, in September 2015. The 129 papers presented were carefully reviewed and selected from 231 submissions. The papers are organized in the following seven topical sections: video analysis and understanding, multiview geometry and 3D computer vision, pattern recognition and machine learning, image analysis, detection and recognition, shape analysis and modeling, multimedia, and biomedical applications.


Earth Observations for Geohazards

Earth Observations for Geohazards
Author: Zhenhong Li
Publisher: MDPI
Total Pages: 501
Release: 2018-07-05
Genre: Electronic books
ISBN: 3038424005

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This book is a printed edition of the Special Issue "Earth Observations for Geohazards" that was published in Remote Sensing


Innovative Algorithms and Techniques in Automation, Industrial Electronics and Telecommunications

Innovative Algorithms and Techniques in Automation, Industrial Electronics and Telecommunications
Author: Tarek Sobh
Publisher: Springer Science & Business Media
Total Pages: 529
Release: 2007-09-04
Genre: Technology & Engineering
ISBN: 1402062664

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This book includes a set of rigorously reviewed world-class manuscripts addressing and detailing state-of-the-art research projects in the areas of Industrial Electronics, Technology, Automation, Telecommunications and Networking. The book includes selected papers from the conference proceedings of the International Conference on Industrial Electronics, Technology, Automation (IETA 2006) and International Conference on Telecommunications and Networking (TeNe 06).