Blind first-order perspective distortion correction using parallel convolutional neural networks

• Main Authors: Del Gallego, Neil Patrick, Ilao, Joel P., Cordel, Macario O., II
• Format: text
• Published: Animo Repository 2020
• Subjects: Neural networks (Computer science); Computer vision; Image processing; Computer Sciences; Software Engineering
• Online Access: https://animorepository.dlsu.edu.ph/faculty_research/2922
• Institution: De La Salle University

In this work, we present a network architecture with parallel convolutional neural networks (CNN) for removing perspective distortion in images. While other works generate corrected images through the use of generative adversarial networks or encoder-decoder networks, we propose a method wherein thr...