Exploring efficient data layouts for image convolutions

• Main Author: Teng, Yee Jing
• Other Authors: Zheng Jianmin
• Format: Final Year Project
• Language: English
• Published: 2018
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: http://hdl.handle.net/10356/74075
• Institution: Nanyang Technological University

Image convolution is widely used in image processing for various applications including blurring, sharpening, edge detecting or stylization. Since convolution is a fundamental operation, its efficiency is a key factor in any large-scale image processing algorithm. The main objective of this project...