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Geosciences 2017, 7(4), 128;

Landscape Pattern Detection in Archaeological Remote Sensing

Department of Environmental Sciences, Informatics and Statistics, Ca’ Foscari University of Venice, via Torino 155, 30172 Mestre (VE), Italy
Author to whom correspondence should be addressed.
Received: 13 October 2017 / Revised: 28 November 2017 / Accepted: 29 November 2017 / Published: 11 December 2017
(This article belongs to the Special Issue Remote Sensing and Geosciences for Archaeology)
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Automated detection of landscape patterns on Remote Sensing imagery has seen virtually little or no development in the archaeological domain, notwithstanding the fact that large portion of cultural landscapes worldwide are characterized by land engineering applications. The current extraordinary availability of remotely sensed images makes it now urgent to envision and develop automatic methods that can simplify their inspection and the extraction of relevant information from them, as the quantity of information is no longer manageable by traditional “human” visual interpretation. This paper expands on the development of automatic methods for the detection of target landscape features—represented by field system patterns—in very high spatial resolution images, within the framework of an archaeological project focused on the landscape engineering embedded in Roman cadasters. The targets of interest consist of a variety of similarly oriented objects of diverse nature (such as roads, drainage channels, etc.) concurring to demark the current landscape organization, which reflects the one imposed by Romans over two millennia ago. The proposed workflow exploits the textural and shape properties of real-world elements forming the field patterns using multiscale analysis of dominant oriented response filters. Trials showed that this approach provides accurate localization of target linear objects and alignments signaled by a wide range of physical entities with very different characteristics. View Full-Text
Keywords: remote sensing; landscape archaeology; pattern extraction; archaeological linear structures; centuriation; cadaster remote sensing; landscape archaeology; pattern extraction; archaeological linear structures; centuriation; cadaster

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Traviglia, A.; Torsello, A. Landscape Pattern Detection in Archaeological Remote Sensing. Geosciences 2017, 7, 128.

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