Open access Journal SINTA 1
Herb Leaves Recognition using Gray Level Co-occurrence Matrix and Five Distance-based Similarity Measures
International Journal of Electrical and Computer Engineering (IJECE) · Vol. 8 No. 3 (2018)
- ISSN
- 2088-8708, 2088-8708
- Published
- 2018-06-01
- Publisher
- Institute of Advanced Engineering and Science
Abstract
Herb medicinal products derived from plants have long been considered as an alternative option for treating various diseases. In this paper, the feature extraction method used is Gray Level Co-occurrence Matrix (GLCM), while for its recognition using the metric calculations of Chebyshev, Cityblock, Minkowski, Canberra, and Euclidean distances. The method of determining the GLCM Analysis based on the texture analysis resulting from the extraction of this feature is Angular Second Moment, Contrast, Inverse Different Moment, Entropy as well as its Correlation. The recognition system used 10 leaf test images with GLCM method and Canberra distance resulted in the highest accuracy of 92.00%. While the use of 20 and 30 test data resulted in a recognition rate of 50.67% and 60.00%.
Collaboration network of the authors
30 authors · 62 co-authorship links · 20 across different organisations
Hover or tap a name to highlight its co-authors. Double-click to open the author's page.
- Diponegoro University
- Universitas Ahmad Dahlan
- Sultan Agung Islamic University
- Sriwijaya University
- Universitas Halu Oleo
- Affiliation unknown
- Different organisations
- Same organisation
- Affiliation unknown
- Thicker line = more joint articles · bigger circle = more articles
Show as table
| Co-author | Organisation | Joint articles |
|---|---|---|
| Tole Sutikno | Universitas Ahmad Dahlan | 3 |
| Imam Much Ibnu Subroto | Sultan Agung Islamic University | 3 |
| Oky Dwi Nurhayati | Diponegoro University | 2 |
| Catur Edi Widodo | Diponegoro University | 2 |
| Teguh Budi Prakoso | Diponegoro University | 2 |
| Irawan D Sukawati | Affiliation unknown | 2 |
| Darjat Darjat | Affiliation unknown | 2 |
| Lina Handayani | Universitas Ahmad Dahlan | 2 |
| Deris Stiawan | Sriwijaya University | 2 |
| Teguh Prakoso | Affiliation unknown | 2 |
| Yusraka Dimas Al Iman | Diponegoro University | 1 |
| Ucky Pradestha Novettralita | Diponegoro University | 1 |
| Solichudin Solichudin | Diponegoro University | 1 |
| Aris Triwiyatno | Diponegoro University | 1 |
| Rahmat Gernowo | Diponegoro University | 1 |
| Arief Arfriandi | Affiliation unknown | 1 |
| Nouvel Izza Fardana | Affiliation unknown | 1 |
| Dinar Mutiara Kusumo Nugraheni | Diponegoro University | 1 |
| Ardian Pamungkas | Affiliation unknown | 1 |
| Arie Iswanti | Affiliation unknown | 1 |
| Martha Irene Kartasurya | Affiliation unknown | 1 |
| Nani Purwati | Affiliation unknown | 1 |
| Sabri Alimi | Affiliation unknown | 1 |
| Sapto Budi Priyatno | Affiliation unknown | 1 |
| Mochammad Facta | Diponegoro University | 1 |
| Arief Marwanto | Sultan Agung Islamic University | 1 |
| Gunawan Gunawan | Universitas Halu Oleo | 1 |
Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.