Investigating biological feature detectors in simple pattern recognition towards complex saliency prediction tasks

• Main Author: Cordel, Macario O., II
• Format: text
• Language: English
• Published: Animo Repository 2018
• Subjects: Computer vision; Pattern perception; Pattern recognition systems; Computer Sciences
• Online Access: https://animorepository.dlsu.edu.ph/etd_doctoral/551
• Institution: De La Salle University

The conventional convolution filter in deep architectures has proven its capability to extract semantic information from the input images and to use these in different visual tasks. For many researchers in computer vision, this raises the question, have pattern recognition models begun to converge o...