Reduction of computing resources in convolutional neural network for knee mri of acl tears by feature-based method

• Main Authors: Pavinee Jaturapisanukul, Aranee Pangarad
• Other Authors: Mahidol University
• Format: Conference or Workshop Item
• Published: 2020
• Subjects: Computer Science; Engineering; Materials Science; Mathematics; Physics and Astronomy
• Online Access: https://repository.li.mahidol.ac.th/handle/123456789/57832

© 2020 SPIE. One of the significant part of CNN is feature extraction module. For computer vision, image's patterns are extracted by filters and convolution operations in feature extraction. The CNN learns filter weights from signal data and extracted features. So, widely used filters are based...