Data Synthesis for Object Recognition

<p> Large and balanced datasets are normally crucial for many machine learning models, especially when the problem is defined in a high dimensional space due to high complexity. In real-world applications, it is usually very hard and/or expensive to obtain adequate amounts of labeled data, eve...

Full description

Bibliographic Details
Main Author: Zhang, Xi
Language:EN
Published: Illinois Institute of Technology 2018
Subjects:
Online Access:http://pqdtopen.proquest.com/#viewpdf?dispub=10642437