Methods for Handling Imperfect Spatial Information

Methods for Handling Imperfect Spatial Information
Title Methods for Handling Imperfect Spatial Information PDF eBook
Author Robert Jeansoulin
Publisher Springer Science & Business Media
Pages 380
Release 2010-10-04
Genre Mathematics
ISBN 3642147542

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Spatial information is pervaded by uncertainty. Indeed, geographical data is often obtained by an imperfect interpretation of remote sensing images, while people attach ill-defined or ambiguous labels to places and their properties. As another example, medical images are often the result of measurements by imprecise sensors (e.g. MRI scans). Moreover, by processing spatial information in real-world applications, additional uncertainty is introduced, e.g. due to the use of interpolation/extrapolation techniques or to conflicts that are detected in an information fusion step. To the best of our knowledge, this book presents the first overview of spatial uncertainty which goes beyond the setting of geographical information systems. Uncertainty issues are especially addressed from a representation and reasoning point of view. In particular, the book consists of 14 chapters, which are clustered around three central topics. The first of these topics is about the uncertainty in meaning of linguistic descriptions of spatial scenes. Second, the issue of reasoning about spatial relations and dealing with inconsistency in information merging is studied. Finally, interpolation and prediction of spatial phenomena are investigated, both at the methodological level and from an application-oriented perspective. The concept of uncertainty by itself is understood in a broad sense, including both quantitative and more qualitative approaches, dealing with variability, epistemic uncertainty, as well as with vagueness of terms.

Spatial Information Theory

Spatial Information Theory
Title Spatial Information Theory PDF eBook
Author Thora Tenbrink
Publisher Springer
Pages 549
Release 2013-08-20
Genre Computers
ISBN 331901790X

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This book constitutes the proceedings of the 11th International Conference on Spatial Information Theory, COSIT 2013, held in Scarborough, UK, in September 2013. The 28 papers presented in this book were carefully reviewed and selected from 62 full paper submissions. The following topics are addressed: spatial change, wayfinding and assistance, representing spatial data, handling language data, spatial language and computation, spatial ontology, spatial reasoning and representation.

Proceedings of Workshops and Posters at the 13th International Conference on Spatial Information Theory (COSIT 2017)

Proceedings of Workshops and Posters at the 13th International Conference on Spatial Information Theory (COSIT 2017)
Title Proceedings of Workshops and Posters at the 13th International Conference on Spatial Information Theory (COSIT 2017) PDF eBook
Author Paolo Fogliaroni
Publisher Springer
Pages 341
Release 2017-09-14
Genre Science
ISBN 3319639463

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This book presents the proceedings of Workshops and Posters at the 13th International Conference on Spatial Information Theory (COSIT 2017), which is concerned with all aspects of space and spatial environments as experienced, represented and elaborated by humans, other animals and artificial agents. Complementing the main conference proceedings, workshop papers and posters investigate specialized research questions or challenges in spatial information theory and closely related topics, including advances in the conceptualization of specific spatio-temporal domains and diverse applications of spatial and temporal information.

Bridging the Geographic Information Sciences

Bridging the Geographic Information Sciences
Title Bridging the Geographic Information Sciences PDF eBook
Author Jérôme Gensel
Publisher Springer Science & Business Media
Pages 452
Release 2012-04-02
Genre Science
ISBN 3642290639

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For the sixth consecutive year, the AGILE conference promoted the publication a book collecting high-level scientific contributions from unpublished fundamental scientific research. The papers published in the AGILE 2012 LNG&C volume contribute substantially to Geographical Information Science developments and to the success of the 15th AGILE conference (Avignon, France, 24-27April, 2012) under the title ‘Bridging the Geographic Information Sciences’. This year’s conference emphasizes that geoinformation science, geomatics and spatial analysis are fields in which different disciplines, epistemologies and scientific cultures meet. Indeed, the scientific articles published in this volume cover a wide diversity of GIScience related themes, including: Spatio-temporal Data Modelling and Visualisation; Spatial Data Infrastructures; Geo Web Services and Geo Semantic Web; Modelling and Management of Uncertainty; Spatio-temporal Data Quality and Metadata; Mobility of Persons, Objects and Systems, Transports and Flows; Spatial Analysis, Geostatistics, and Geo Information Retrieval; Modelling and Spatial Analysis of Urban Dynamics, Urban GIS; GIS and Spatial Analysis for Global Change Modelling, Impact on Space; and Geographic Information Science: links with other disciplines and people.

Fuzzy Sets Methods in Image Processing and Understanding

Fuzzy Sets Methods in Image Processing and Understanding
Title Fuzzy Sets Methods in Image Processing and Understanding PDF eBook
Author Isabelle Bloch
Publisher Springer Nature
Pages 311
Release 2023-01-01
Genre Medical
ISBN 303119425X

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This book provides a thorough overview of recent methods using higher level information (object or scene level) for advanced tasks such as image understanding along with their applications to medical images. Advanced methods for fuzzy image processing and understanding are presented, including fuzzy spatial objects, geometry and topology, mathematical morphology, machine learning, verbal descriptions of image content, fusion, spatial relations, and structural representations. For each methodological aspect covered, illustrations from the medical imaging domain are provided. This is an ideal book for graduate students and researchers in the field of medical image processing.

Universal Ontology of Geographic Space: Semantic Enrichment for Spatial Data

Universal Ontology of Geographic Space: Semantic Enrichment for Spatial Data
Title Universal Ontology of Geographic Space: Semantic Enrichment for Spatial Data PDF eBook
Author Podobnikar, Tomaž
Publisher IGI Global
Pages 305
Release 2012-03-31
Genre Technology & Engineering
ISBN 1466603283

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A universal approach to the ontology of geographic space has already been, and is going to be, a comprehensive task for establishing more effective spatial models. The concept of a universal spatial ontology should be independent of location, culture, and time. It should be fundamental and universal in the same way that the number p defines the ratio between the diameter and the circumference of a circle. The term “universal” therefore means all-embracing and for general propose. Universal Ontology of Geographic Space: Semantic Enrichment for Spatial Data aims to escalate the current scope of research to support the development of semantically interoperable systems of geographic space. This reference will aid university lecturers and professors, students, researchers, developers of spatial applications.

Societal Geo-innovation

Societal Geo-innovation
Title Societal Geo-innovation PDF eBook
Author Arnold Bregt
Publisher Springer
Pages 364
Release 2017-04-03
Genre Science
ISBN 3319567594

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This book contains the full research papers presented at the 20th AGILE Conference on Geographic Information Science, held in 2017 at Wageningen University & Research in Wageningen, the Netherlands. The selected contributions show trends in the domain of geographic information science directed to spatio-temporal perception and spatio-temporal analysis. For that reason the book is also of interest to professionals and researchers in fields outside geographic information science, in which the application of geoinformation could be instrumental in sparking societal innovation.