Open Access

ARTICLE

Support Vector Machine (SVM) and Object Based Classification in Earth Linear Features Extraction: A Comparison

Siti Aekbal Salleh^1,2,*, Nafisah Khalid¹, Natasha Danny⁶, Nurul Ain Mohd. Zaki^2,3, Mustafa Ustuner⁴, Zulkiflee Abd Latif^1,2, Vladimir Foronda⁵

1 School of Geomatics Science and Natural Resources, College of Built Environment, Universiti Teknologi MARA, Shah Alam, 40450, Malaysia
2 Institute for Biodiversity and Sustainable Development, Universiti Teknologi MARA, Shah Alam, 40450, Malaysia
3 School of Geomatics Science and Natural Resources, College of Built Environment, Universiti Teknologi MARA, Perlis, 02600, Malaysia
4 Department of Geomatic Engineering, Artvin Coruh University, Artvin, 08000, Türkiye
5 College of Agriculture and Natural Resources, Central Bicol State University of Agriculture, Pili, Camarines Sur, 4418, Philippines
6 GRAB Driver Center Kota Kinabalu (GDC KK), Riverson, Kota Kinabalu, 88100, Sabah

* Corresponding Author: Siti Aekbal Salleh. Email: