Edge and curvilinear structures detection on medical images via unsupervised, adaptive and deep learning approaches

• Main Author: Dharmawan, Dhimas Arief
• Other Authors: Ng Boon Poh
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Electrical and electronic engineering::Electronic systems::Signal processing
• Online Access: https://hdl.handle.net/10356/140289
• Institution: Nanyang Technological University

Computer-aided-diagnosis (CAD) systems are very useful to help doctors in detecting various human diseases. To build a CAD system, several computer vision algorithms are required, particularly to handle object detection and segmentation tasks automatically. To develop object detection algorithms, ed...