Citation
Norliza Mohd. Noor, . (1995) Selecting texture measures for a remote sensing application. [Proceedings Paper]
Abstract
Texture analysis can be used for the segmentation of remote sensing images. Our main interest lies in the problem of identifying land type with Landsat TM data. The particular problem concentrated on in this paper is the choice of texture measures. Region growing is used to investigate the discriminatory power of Haralicks 1979 texture measures. This paper will give a brief explaination on Haralicks gray level co-occurences matrix GLCM. We use entropy contrast angular second moment and correlation from the GLCM as texture measures and simultaneously employ the idea of region growing and thresholding to investigate the usefulness of these texture measures. The experiment were done on 6 differen classes of texture found in Chukai Terengganu using Landsat imagery band 3 4 and 5.
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Abstract
Texture analysis can be used for the segmentation of remote sensing images. Our main interest lies in the problem of identifying land type with Landsat TM data. The particular problem concentrated on in this paper is the choice of texture measures. Region growing is used to investigate the discriminatory power of Haralicks 1979 texture measures. This paper will give a brief explaination on Haralicks gray level co-occurences matrix GLCM. We use entropy contrast angular second moment and correlation from the GLCM as texture measures and simultaneously employ the idea of region growing and thresholding to investigate the usefulness of these texture measures. The experiment were done on 6 differen classes of texture found in Chukai Terengganu using Landsat imagery band 3 4 and 5.
Additional Metadata
| Item Type: | Proceedings Paper |
|---|---|
| Additional Information: | Available at Perpustakaan Sultan Abdul Samad Universiti Putra Malaysia 43400 UPM Serdang Selangor Malaysia. G70.5 A7S471 1995 Call Number |
| AGROVOC Term: | TEXTURE |
| AGROVOC Term: | LAND VARIETIES |
| AGROVOC Term: | SATELLITES |
| AGROVOC Term: | REMOTE SENSING |
| AGROVOC Term: | IMAGERY |
| AGROVOC Term: | MALAYSIA |
| Geographical Term: | MALAYSIA |
| Depositing User: | Ms. Suzila Mohamad Kasim |
| Last Modified: | 24 Apr 2025 05:13 |
| URI: | http://webagris.upm.edu.my/id/eprint/10881 |
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