Measuring the contribution of filter bank layer to performance of convolutional neural networks

• Main Authors: Cordel, Macario O., II, Azcarraga, Arnulfo P.
• Format: text
• Published: Animo Repository 2017
• Subjects: Neural networks (Computer science); Pattern recognition systems; Spatial analysis (Statistics); Electric filters, Bandpass; Computer Sciences
• Online Access: https://animorepository.dlsu.edu.ph/faculty_research/3011
• Institution: De La Salle University

Object identification is essential in diverse automated applications such as in health, business, and national security. It relies on the ability of the image processing scheme to detect visual features under a wide variety of conditions such as the object rotation, translation and geometric transfo...