Automated image quality assessment and its applications in computer vision

The practical adoption of Convolutional Neural Networks (CNNs) in computer vision is widespread. However, CNN performance is heavily dependent on the perceptual quality of images. It is therefore necessary to monitor the quality of data input in order to verify that CNN predictions are reliable. Whi...

Full description

Saved in:
Bibliographic Details
Main Author: Zhou, Phoebe Huixin
Other Authors: Sourav Sen Gupta
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/156518
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Nanyang Technological University
Language: English
Be the first to leave a comment!
You must be logged in first