20.500.12556/DKUM-91266 Region segmentation of images based on a raster-scan paradigm This paper introduces a new method for the region segmentation of images. The approach is based on the raster-scan paradigm and builds the segments incrementally. The pixels are processed in the raster-scan order, while the construction of the segments is based on a distance metric in regard to the already segmented pixels in the neighbourhood. The segmentation procedure operates in linear time according to the total number of pixels. The proposed method, named the RSM (raster-scan segmentation method), was tested on selected images from the popular benchmark datasets MS COCO and DIV2K. The experimental results indicate that our method successfully extracts regions with similar pixel values. Furthermore, a comparison with two of the well-known segmentation methods—Watershed and DBSCAN—demonstrates that the proposed approach is superior in regard to efficiency while yielding visually similar results. segment image analysis distance metric Watershed DBSCAN analiza slik metika razdalje segmenti true false true MDPI Angleški jezik Slovenski jezik https://www.mdpi.com/journal/jsan © 2024 by the authors Članek v reviji 2024-12-05 12:39:31 2024-12-05 12:39:31 2026-01-16 03:12:16 0000-00-00 00:00:00 2024 0 0 18 str. no. 6 Vol. 13 2024 0000-00-00 Zaloznikova Objavljeno NiDoloceno 2024-10-07 2024-11-25 2024-11-29 004.9 217823491 10.3390/ jsan13060080 2224-2708 jsan-13-00080.pdf jsan-13-00080.pdf 1 50E4FD817D83394A9C0CB2332B4F825E 2dd8aa1fb8ed1d42624951a6d101d080db511d264743bff81f3c63a0be72e7b6 051e14dc-f202-11f0-9ca2-00155d580e02 https://dk.um.si/Dokument.php?lang=slv&id=202049 https://www.mdpi.com/2224-2708/13/6/80 1 989be250-b2fd-11ef-9aff-00155d000105 https://dk.um.si/Dokument.php?lang=slv&id=187130 Fakulteta za elektrotehniko, računalništvo in informatiko 0 0 0