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Tree Species Recognition with Fuzzy Texture Parameters

Reulke, Ralf and Haala, Norbert (2004) Tree Species Recognition with Fuzzy Texture Parameters. In: Lecture Notes in Computer Science, 3322/2004, pp. 607-620. Springer-Verlag GmbH. Tenth International Workshop on Combinatorial Image Analysis (IWCIA 2004), 2004-12-01 - 2004-12-03, Auckland (New Zealand). ISBN 3-540-23942-1. ISSN 0302-9743

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Official URL: http://dx.doi.org/10.1007/b103936


The management and planning of forests presumes the availability of up-to-date information on their current state. The relevant pa-rameters like tree species, diameter of the bowl in defined heights, tree heights and positions are usually represented by a forest in-ventory. In order to allow the collection of these inventory parameters, an approach aiming on the integration of a terrestrial laser scanner and a high resolution panoramic camera has been developed. The integration of these sensors provides geometric informa-tion from distance measurement and high resolution colour and texture information from the panoramic images. In order to enable a combined evaluation, in the first processing step a coregistration of both data sets is required. Afterwards geometric quantities like position and diameter of trees can be derived from the LIDAR data, whereas fuzzy texture parameters as derived from the high reso-lution panoramic imagery can be applied for tree species recognition.

Document Type:Conference or Workshop Item (Paper)
Title:Tree Species Recognition with Fuzzy Texture Parameters
AuthorsInstitution or Email of Authors
Haala, NorbertUniversität Stuttgart (ifp)
Journal or Publication Title:Lecture Notes in Computer Science
Refereed publication:Yes
In ISI Web of Science:No
Page Range:pp. 607-620
Klette, ReinhardUNSPECIFIED
Publisher:Springer-Verlag GmbH
Keywords:forestry, Inventory, LIDAR, Texture, Fusion, Scanner
Event Title:Tenth International Workshop on Combinatorial Image Analysis (IWCIA 2004)
Event Location:Auckland (New Zealand)
Event Type:international Conference
Event Dates:2004-12-01 - 2004-12-03
HGF - Research field:Aeronautics, Space and Transport (old)
HGF - Program:Transport
HGF - Program Themes:other
DLR - Research area:Transport
DLR - Program:V VR - Verkehrsforschung
DLR - Research theme (Project):V -- no assignement
Location: Berlin-Adlershof
Institutes and Institutions:Institute of Transport Research
Deposited By: Andrea Dumong
Deposited On:21 Nov 2005
Last Modified:06 Jan 2010 20:38

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