Browsing Theses by Subject "image classification"

Now showing items 1-3 of 3

Complex-Wavelet Structural Similarity Based Image Classification

Gao, Yang (University of Waterloo, 2012-05-24)

Complex wavelet structural similarity (CW-SSIM) index has been recognized as a novel image similarity measure of broad potential applications due to its robustness to small geometric distortions such as translation, scaling ...
Explainable AI for retinal OCT diagnosis

Brar, Amitojdeep Singh (University of Waterloo, 2021-01-20)

Artificial intelligence methods such as deep learning are leading to great progress in complex tasks that are usually associated with human intelligence and experience. Deep learning models have matched if not bettered ...
A New Look Into Image Classification: Bootstrap Approach

Ochilov, Shuhratchon (University of Waterloo, 2012-03-15)

Scene classification is performed on countless remote sensing images in support of operational activities. Automating this process is preferable since manual pixel-level classification is not feasible for large scenes. ...