A new artefacts resistant method for automatic lineament extraction using Multi-Hillshade Hierarchic Clustering (MHHC)

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F16%3A43928611" target="_blank" >RIV/49777513:23520/16:43928611 - isvavai.cz</a>

Alternative codes found

RIV/49777513:23420/16:43928611

Result on the web

<a href="http://www.sciencedirect.com/science/article/pii/S0098300416300917" target="_blank" >http://www.sciencedirect.com/science/article/pii/S0098300416300917</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1016/j.cageo.2016.03.015" target="_blank" >10.1016/j.cageo.2016.03.015</a>

Result language

angličtina

Original language name

A new artefacts resistant method for automatic lineament extraction using Multi-Hillshade Hierarchic Clustering (MHHC)

Original language description

This paper presents a new method of automatic lineament extraction which includes the removal of the 'artefacts effect' which is associated with the process of raster based analysis. The core of the proposed Multi-Hillshade Hierarchic Clustering (MHHC) method incorporates a set of variously illuminated and rotated hillshades in combination with hierarchic clustering of derived 'protolineaments'. The algorithm also includes classification into positive and negative lineaments. MHHC was tested in two different territories in Bohemian Forest and Central Western Carpathians. The original vector-based algorithm was developed for comparison of the individual lineaments proximity. Its use confirms the compatibility of manual and automatic extraction and their similar relationships to structural data in the study areas.

Czech name

—

Czech description

—

Type

J_x - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

CEP classification

DE - Earth magnetism, geodesy, geography

OECD FORD branch

—

Project

Result was created during the realization of more than one project. More information in the Projects tab.

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2016

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Name of the periodical

Computers &amp; Geosciences

ISSN

0098-3004

e-ISSN

—

Volume of the periodical

92

Issue of the periodical within the volume

Neuveden

Country of publishing house

NL - THE KINGDOM OF THE NETHERLANDS

Number of pages

12

Pages from-to

9-20

UT code for WoS article

000377324800002

EID of the result in the Scopus database

2-s2.0-84962909317