A review paper on image segmentation techniques based on colour and texture features

In image processing and computer vision, image segmentation plays a crucial role. It finds a place in many image applications. Texture and colour features and its combination are among the main features used in image segmentation. This paper presents the literature review for colour-based segmentati...

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Hauptverfasser: Aloun, Mohammad Sameer, Hitam, Muhammad Suzuri, Yussof, Wan Nural Jawahir Hj Wan, Bachok, Zainudin
Format: Tagungsbericht
Sprache:eng
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Beschreibung
Zusammenfassung:In image processing and computer vision, image segmentation plays a crucial role. It finds a place in many image applications. Texture and colour features and its combination are among the main features used in image segmentation. This paper presents the literature review for colour-based segmentation techniques and texture-based segmentation techniques. The main objective for this paper is to provide the recent trends of both the color and texture segmentation technique in image segmentation as well as presenting the most popular evaluation measurements used for image segmentation. At the end of this paper, the conclusion for future work and its direction is presented.
ISSN:0094-243X
1551-7616
DOI:10.1063/5.0114074