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Assessing diabetic foot injury based on 3D image technology
- Source :
- ICSAI
- Publication Year :
- 2019
- Publisher :
- IEEE, 2019.
-
Abstract
- Due to the lack of stereoscopic image retrospective methods, the traditional measurement of ulcer area and depth is inconvenient and imprecise. There are some deficiencies in the current assessment of diabetic foot injury. Therefore, a method based on image recognition technology to obtain quantitative data to assess the severity of injury is proposed. Firstly, a three- dimensional (3D) reconstruction system is invented, which collects data driven by a mechanical drive system through a depth camera with infrared light source; secondly, the 3D reconstruction algorithm based on incremental iteration is used to reconstruct the set model. Then, the texture generation algorithm is used to optimize the model; finally, a foot model is printed by 3D printing technology, and the validity of the system is verified by comparing the original model data with the reconstructed model data. The accuracy of the 3D image system is higher than that of the two-dimensional (2D) photos.
- Subjects :
- business.industry
Computer science
0206 medical engineering
3D reconstruction
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Severity of injury
Stereoscopy
02 engineering and technology
Solid modeling
Iterative reconstruction
medicine.disease
020601 biomedical engineering
Diabetic foot
law.invention
Image (mathematics)
Set (abstract data type)
03 medical and health sciences
0302 clinical medicine
law
medicine
Computer vision
Artificial intelligence
business
030217 neurology & neurosurgery
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2019 6th International Conference on Systems and Informatics (ICSAI)
- Accession number :
- edsair.doi...........019c297db41c979a4ac80adbcd32b191