Mahmuda Ahmed: Map Construction Algorithms

Cover: 9783319797434 | Map Construction Algorithms | Mahmuda Ahmed (u. a.) | Taschenbuch

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Sprache: Englisch

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Beschreibung

The book provides an overview of the state-of-the-art of map construction algorithms, which use tracking data in the form of trajectories to generate vector maps. The most common trajectory type is GPS-based trajectories. It introduces three emerging algorithmic categories, outlines their general algorithmic ideas, and discusses three representative algorithms in greater detail.

To quantify map construction algorithms, the authors include specific datasets and evaluation measures. The datasets, source code of map construction algorithms and evaluation measures are publicly available on [...] The web site serves as a repository for map construction data and algorithms and researchers can contribute by uploading their own code and benchmark data.

Map Construction Algorithms is an excellent resource for professionals working in computational geometry, spatial databases, and GIS. Advanced-level students studying computer science, geography and mathematics will also find this book a useful tool.

Zusammenfassung

Introduces researchers to map construction algorithms

Provides the reader with a simple means to experiment with map construction software

Offers a companion website that will be continuously updated with new research results

Inhaltsverzeichnis

Map Construction Algorithms.- Trace Bundle Map Construction Algorithm.- Fréchet Distance-Based Map Construction Algorithm.- Density-Based Map Construction Pipeline.- Datasets.- Quality Measures for Map Comparison.- Evaluation.- New Directions.- Resources.

Details

Erscheinungsjahr:	2019
Genre:	Informatik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Inhalt:	xiii 120 S. 29 s/w Illustr. 31 farbige Illustr. 120 p. 60 illus. 31 illus. in color.
ISBN-13:	9783319797434
ISBN-10:	3319797433
Sprache:	Englisch
Ausstattung / Beilage:	Paperback
Einband:	Kartoniert / Broschiert
Autor:	Ahmed, Mahmuda Wenk, Carola Pfoser, Dieter Karagiorgou, Sophia
Auflage:	Softcover reprint of the original 1st ed. 2015
Hersteller:	Springer International Publishing Springer International Publishing AG
Maße:	235 x 155 x 8 mm
Von/Mit:	Mahmuda Ahmed (u. a.)
Erscheinungsdatum:	14.03.2019
Gewicht:	0,219 kg