Data famine in big data era : machine learning algorithms for visual object recognition with limited training data

Big data is an increasingly attractive concept in many fields both in academia and in industry. The increasing amount of information actually builds an illusion that we are going to have enough data to solve all the data driven problems. Unfortunately it is not true, especially for areas where machi...

Full description

Bibliographic Details
Main Author: Guo, Zhenyu
Language:English
Published: University of British Columbia 2014
Online Access:http://hdl.handle.net/2429/46412