Object detection in x-ray images using transfer learning with data augmentation

• Main Authors: Galvez, Reagan L., Dadios, Elmer P., Bandala, Argel A., Vicerra, Ryan Rhay P.
• Format: text
• Published: Animo Repository 2019
• Subjects: Image converters; Transfer learning (Machine learning); X-rays; Neural networks (Computer science); Electrical and Computer Engineering
• Online Access: https://animorepository.dlsu.edu.ph/faculty_research/3021
• Institution: De La Salle University

Object detection in X-ray images is an interesting problem in the field of machine vision. The reason is that images from an X-ray machine are usually obstructed with other objects and to itself, therefore object classification and localization is a challenging task. Furthermore, obtaining X-ray dat...