Browsing Theses by Subject "outlier detection"
Now showing items 1-2 of 2
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Impact of data quality on ML models: Improving data quality with Outlier Detection
(University of Waterloo, 2024-04-15)In the dynamic landscape of Machine Learning (ML) applications, data quality comes out to be an important factor that impacts the performance of ML models. Through this thesis, we present a study that proposes innovative ... -
Radiometric Compensation of Nonlinear Projector Camera Systems by Modeling Human Visual Systems
(University of Waterloo, 2023-04-21)Radiometric compensation is the process of adjusting the luminance and colour output of images on a display to compensate for non-uniformity of the display. In the case of projector-camera systems, this non-uniformity can ...