Browsing Systems Design Engineering by Subject "convolutional neural network"

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Learning to Estimate Sea Ice Concentration from SAR Imagery

Wang, Lei (University of Waterloo, 2016-09-28)

Through the growing interest in the Arctic for shipping, mining and climate research, large-scale high quality ice concentration is of great interest. Due to the unavailability of suitable ice concentration estimation ...
A Representational Response Analysis Framework For Convolutional Neural Networks

Hryniowski, Andrew (University of Waterloo, 2024-04-25)

Over the past decade, convolutional neural networks (CNNs) have become the defacto machine learning model for image processing due to their inherent ability to capitalize on modern data availability and computational ...
Text Detection and Recognition in the Wild

Raisi, Zobeir (University of Waterloo, 2022-07-19)

Text detection and recognition (TDR) in highly structured environments with a clean background and consistent fonts (e.g., office documents, postal addresses and bank cheque) is a well understood problem (i.e., OCR), however ...