EN
Investigation of the Morphological and Color Changes of Damaged Green Plums During Storage Time Using Digital Image Processing Techniques
Abstract
The quality of green plums is directly affected by the uniformity of color and morphological characteristics which can be changed during harvest, handling, transportation and storage until they reach consumers. The determination of these characteristics is possible with image processing techniques. The advantages of this technique are being a simple, non-destructive and inexpensive method that does not require a complex apparatus. In this study, green plums are damaged at different rates (3 mm, 5 mm and 10 mm) by a texture analyzer and images are obtained at different storage periods. Non-damaged fruits were considered as control. Morphological and color features of these images are determined by using an image processing technique and the findings are compared among groups. In particular, the 10 mm damaging rate showed statistically significant differences for most of the morphological and color features (p<0.05). Therefore, the results showed that image processing technique is usable to classify the green plums according to damage rate.
Keywords
References
- Adel, K., & Diane, B. (2004). Classification, Composition of Fruits, and Postharvest Maintenance of Quality Processing Fruits: CRC Press.
- Adel, K., & Mikal, S. (2002). Atmosphere Modification Postharvest Physiology and Pathology of Vegetables: CRC Press.
- Blasco, J., Aleixos, N., Cubero, S., Gómez-Sanchís, J., & Moltó, E. (2009). Automatic sorting of satsuma (Citrus unshiu) segments using computer vision and morphological features. Computers and Electronics in Agriculture, 66(1), 1-8.
- Cubero, S., Aleixos, N., Moltó, E., Gómez-Sanchis, J., & Blasco, J. (2011). Erratum to: Advances in Machine Vision Applications for Automatic Inspection and Quality Evaluation of Fruits and Vegetables. Food and Bioprocess Technology, 4(5), 829-830.
- Diane, B., & Elisabeth, G. (2002). Preservative Treatments for Fresh-cut Fruits and Vegetables Fresh-Cut Fruits and Vegetables: CRC Press.
- Díaz-Pérez, J. C., Muy-Rangel, M. D., & Mascorro, A. G. (2007). Fruit size and stage of ripeness affect postharvest water loss in bell pepper fruit (Capsicum annuum L.). Journal of the Science of Food and Agriculture, 87(1), 68-73.
- Garrido-Novell, C., Pérez-Marin, D., Amigo, J. M., Fernández-Novales, J., Guerrero, J. E., & Garrido- Varo, A. (2012). Grading and color evolution of apples using RGB and hyperspectral imaging vision cameras. Journal of Food Engineering, 113(2), 281- 288.
- Gonzalez, R. C., & Woods, R. E. (2006). Digital Image Processing (3rd Edition): Prentice-Hall, Inc.
Details
Primary Language
English
Subjects
Engineering
Journal Section
Research Article
Publication Date
February 23, 2015
Submission Date
March 6, 2014
Acceptance Date
-
Published in Issue
Year 2015 Volume: 28 Number: 1
APA
Sinecen, M., Temizkan, R., & Caner, C. (2015). Investigation of the Morphological and Color Changes of Damaged Green Plums During Storage Time Using Digital Image Processing Techniques. Gazi University Journal of Science, 28(1), 133-139. https://izlik.org/JA43RD57LR
AMA
1.Sinecen M, Temizkan R, Caner C. Investigation of the Morphological and Color Changes of Damaged Green Plums During Storage Time Using Digital Image Processing Techniques. Gazi University Journal of Science. 2015;28(1):133-139. https://izlik.org/JA43RD57LR
Chicago
Sinecen, Mahmut, Riza Temizkan, and Cengiz Caner. 2015. “Investigation of the Morphological and Color Changes of Damaged Green Plums During Storage Time Using Digital Image Processing Techniques”. Gazi University Journal of Science 28 (1): 133-39. https://izlik.org/JA43RD57LR.
EndNote
Sinecen M, Temizkan R, Caner C (February 1, 2015) Investigation of the Morphological and Color Changes of Damaged Green Plums During Storage Time Using Digital Image Processing Techniques. Gazi University Journal of Science 28 1 133–139.
IEEE
[1]M. Sinecen, R. Temizkan, and C. Caner, “Investigation of the Morphological and Color Changes of Damaged Green Plums During Storage Time Using Digital Image Processing Techniques”, Gazi University Journal of Science, vol. 28, no. 1, pp. 133–139, Feb. 2015, [Online]. Available: https://izlik.org/JA43RD57LR
ISNAD
Sinecen, Mahmut - Temizkan, Riza - Caner, Cengiz. “Investigation of the Morphological and Color Changes of Damaged Green Plums During Storage Time Using Digital Image Processing Techniques”. Gazi University Journal of Science 28/1 (February 1, 2015): 133-139. https://izlik.org/JA43RD57LR.
JAMA
1.Sinecen M, Temizkan R, Caner C. Investigation of the Morphological and Color Changes of Damaged Green Plums During Storage Time Using Digital Image Processing Techniques. Gazi University Journal of Science. 2015;28:133–139.
MLA
Sinecen, Mahmut, et al. “Investigation of the Morphological and Color Changes of Damaged Green Plums During Storage Time Using Digital Image Processing Techniques”. Gazi University Journal of Science, vol. 28, no. 1, Feb. 2015, pp. 133-9, https://izlik.org/JA43RD57LR.
Vancouver
1.Mahmut Sinecen, Riza Temizkan, Cengiz Caner. Investigation of the Morphological and Color Changes of Damaged Green Plums During Storage Time Using Digital Image Processing Techniques. Gazi University Journal of Science [Internet]. 2015 Feb. 1;28(1):133-9. Available from: https://izlik.org/JA43RD57LR