Framework for Tree Crown Delineation from Panchromatic Images

Aluri, Yuva Krishna and Kanuri, Naveen V S S and Krishna, Marlapalli and Busi, Rambabu and Chowdary, S Mohanbabu and Rani, Bandlamudi S B P (2021) Framework for Tree Crown Delineation from Panchromatic Images. EAI Endorsed Transactions on Energy Web. e37. ISSN 2032-944X

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Abstract

In this paper we developed a Framework for Delineation of Trees to discover the tree of urban areas. Individual tree crown extraction is important for urban forest inventory. Earlier some research studies were done which primarily deal with particular tree crown or tree species detection. These methods not found the solution for distinguishing trees from their shadows. In our framework we used methods which extract texture-based features from panchromatic images. In the proposed methodology first the input image will undergo with pre-processing where unnecessary distortions like shadows and dark spots etc. were suppressed and then image quality is used by applying enhancement techniques. Output image is segmented to detect boundaries and objects from the image. Finally a framework is developed for delineation of trees. The proposed framework process with shadows of trees and identify the tree effectively from a satellite image.

Item Type: Article
Uncontrolled Keywords: Intelligent Systems, Training Systems, Panchromatic images, Green ICT, Delineation, Histogram equalization.xture Feature
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
QA75 Electronic computers. Computer science
T Technology > T Technology (General)
Depositing User: EAI Editor IV
Date Deposited: 20 Jul 2021 09:50
Last Modified: 20 Jul 2021 09:50
URI: https://eprints.eudl.eu/id/eprint/4885

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