Detection and discrimination for shadow of high resolution satellite images by spatial filter

Other Title(s)

كشف و تمييز الظل لصور الأقمار الصناعيه العالية الدقة بواسطة المرشح المكاني

Author

Hadi, Anaam Kazim

Source

Iraqi Journal of Science

Issue

Vol. 57, Issue 1C (31 Mar. 2016), pp.785-791, 7 p.

Publisher

University of Baghdad College of Science

Publication Date

2016-03-31

Country of Publication

Iraq

No. of Pages

7

Main Subjects

Information Technology and Computer Science

Topics

Abstract EN

This paper presents a new and effective procedure to extract shadow regions of high- resolution color images.

The method applies this process on modulation the equations of the band space a component of the C1-C2-C3 which represent RGB color, to discrimination the region of shadow, by using the detection equations in two ways, the first by applying Laplace filter, the second by using a Kernel Laplace filter, as well as make comparing the two results for these ways with each other's.

The proposed method has been successfully tested on many images Google Earth Ikonos and Quickbird images acquired under different lighting conditions and covering both urban, roads.

Experimental results show that this algorithm which is simple and effective too increase the precision rate of shadow detection, can be colored the result, and also reduces the error rate of detecting non- shadows as shadows.

In this technical didn't need to morphological filters

American Psychological Association (APA)

Hadi, Anaam Kazim. 2016. Detection and discrimination for shadow of high resolution satellite images by spatial filter. Iraqi Journal of Science،Vol. 57, no. 1C, pp.785-791.
https://search.emarefa.net/detail/BIM-688726

Modern Language Association (MLA)

Hadi, Anaam Kazim. Detection and discrimination for shadow of high resolution satellite images by spatial filter. Iraqi Journal of Science Vol. 57, no. 1C (2016), pp.785-791.
https://search.emarefa.net/detail/BIM-688726

American Medical Association (AMA)

Hadi, Anaam Kazim. Detection and discrimination for shadow of high resolution satellite images by spatial filter. Iraqi Journal of Science. 2016. Vol. 57, no. 1C, pp.785-791.
https://search.emarefa.net/detail/BIM-688726

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references : p. 700-701

Record ID

BIM-688726