The week's pick
Random Articles
Reseach Article
Foot Ulcers Analysis based on Color and Texture Features for Diabetes Patients
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 179 - Number 25 |
| Year of Publication: 2018 |
| Authors: Vaibhav V. Dixit, Shubham Ajay Karwa |
10.5120/ijca2018916534
|
Vaibhav V. Dixit, Shubham Ajay Karwa . Foot Ulcers Analysis based on Color and Texture Features for Diabetes Patients. International Journal of Computer Applications. 179, 25 ( Mar 2018), 22-25. DOI=10.5120/ijca2018916534
Abstract
Diabetes foot ulcers is one of the medical issue. Presently, doctors and restorative overseers essentially build their wound assessment using visual examination of ulcer area and repairing status, but patient don’t have chance to self analysis the ulcer. From now on, adoration quantitative and useful examination system that allows the patients and their parental figures to participate in consistently twisted care can animate injury recovering, save travel cost. Considering the regularity of PDAs with a high-assurance automated camera, assessing wounds by separating pictures of endless foot ulcers is a charming decision. In this framework, we lodge novel damage image processing structure completed using Color extraction and texture analysis. Here we designed the classifier depending on the color analysis and texture classification based on Normalized distance classifier.
References
- Lei Wang, C.Pedersen, Diane M.Strng, Bengisu Tulu. "Smartphone based Wound Assessment System for Patient with Diabetes." IEEE (2015): 01-11.
- Hazem Wannous, Yves Luccas, Sylvie Treuillt. "Enhance assessment of wound healing process by accurate multiview tissue Classification." IEEE (2013): 01-14.
- Sadhana S.Jadhav, Manisha M.Naoghare. "A survey on wound assessment system patient of foot ulcer diabetes identification based on Smartphone." IJIRCCE (2015): 01-05.
- V. Falanga, “The chronic wound: Impaired healing and solutions in the context of wound bed preparation,” Blood Cells Mol. Dis., vol. 32, no. 1, pp. 88–94, Jan. 2004
- N. Singh, D. Armstrong, and B. Lipsky, “Preventing foot ulcers in patients with diabetes,” JAMA: the journal of the American Medical Association, vol. 293, no. 2, pp. 217–228, 2005
- L. Wang, P.C. Pederson, D. Strong, B. Tulu and E. Agu,” Smart phone based wound assessment system for diabetic patients”, presented at 13th Diabetes Technology Meeting, San Francisco, CA,USA, Oct. 2013
- J. Arnqvist, J. Hellgren, and J. Vincent, “Semi-automatic classification of secondary healing ulcers in multispectral images,” in Proc. IEEE 9th Conf. Pattern Recog., Nov. 1988,pp.459–461.
- J. R. Mekkes and W.Westerhof, “Image processing in the study of wound healing,” J. Clin. Dermatol., vol. 13, no. 4, pp.401,407,Jul.1995.
Index Terms
Keywords