Baohong Mi, Wenxue Hong, Jialin Song, Shiming Wu, Hui Meng. Myocardial Ischemia Pre-Diagnosis Method Based on Infrared Thermal Imaging and BP Neural Network[J]. Laser & Optoelectronics Progress, 2019, 56(1): 011101
- Laser & Optoelectronics Progress
- Vol. 56, Issue 1, 011101 (2019)
Fig. 1. Standard posture
Fig. 2. Process of myocardial ischemic pre-diagnosis based on infrared imaging data
Fig. 3. Neck and shoulder positioning process is performed by template matching method
Fig. 4. Randomly selected 6 subjects' precardiac localization results
Fig. 5. Principle diagram of symmetrical set mirroring differential
Fig. 6. Two layer neural network topology
Fig. 7. Core size 3×3 different convolution kernel operation results. (a) Original image; (b) Sobel operator processed; (c) Laplace operator processed; (d) Gaussian operator processed
Fig. 8. Core size 5×5 different convolution kernel operation results. (a) Original image; (b) Sobel operator processed; (c) Laplace operator processed; (d) Gaussian operator processed
Fig. 9. Training set error curve processed by 3×3 Gaussian convolution kernel
|
Table 1. Accuracy of different convolution experiments in BP neural network classifier test set
Set citation alerts for the article
Please enter your email address
© Copyright 2018-2021 | Chinese Laser Press. All Rights Reserved 沪ICP备15018463号-20