Learning image similarity from Flickr groups using fast kernel machines

• Main Authors: Wang, Gang, Hoiem, Derek, Forsyth, David
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/99138; http://hdl.handle.net/10220/13494
• Institution: Nanyang Technological University

Measuring image similarity is a central topic in computer vision. In this paper, we propose to measure image similarity by learning from the online Flickr image groups. We do so by: Choosing 103 Flickr groups, building a one-versus-all multiclass classifier to classify test images into a group, taki...