Browsing Systems Design Engineering by Subject "classification"
Now showing items 1-9 of 9
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Affine and Regional Dynamic Time Warping
(University of Waterloo, 2014-11-11)Time series are a ubiquitous form of data prevalent in everyday life, and their analysis has gathered immense interest in many domains. Pointwise matches between two time series are of great importance in time series ... -
Automated Ice-Water Classification using Dual Polarization SAR Imagery
(University of Waterloo, 2013-08-19)Mapping ice and open water in ocean bodies is important for numerous purposes including environmental analysis and ship navigation. The Canadian Ice Service (CIS) currently has several expert ice analysts manually generate ... -
Automated Measurement of Neuromuscular Jitter Based on EMG Signal Decomposition
(University of Waterloo, 2007-09-27)The quantitative analysis of decomposed electromyographic (EMG) signals reveals information for diagnosing and characterizing neuromuscular disorders. Neuromuscular jitter is an important measure that reflects the stability ... -
Automated Remote Sensing Image Interpretation with Limited Labeled Training Data
(University of Waterloo, 2015-08-24)Automated remote sensing image interpretation has been investigated for more than a decade. In early years, most work was based on the assumption that there are sufficient labeled samples to be used for training. However, ... -
Dermal Radiomics: a new approach for computer-aided melanoma screening system
(University of Waterloo, 2016-08-19)Skin cancer is the most common form of cancer in North America, and melanoma is the most dangerous type of skin cancer. Melanoma originates from melanocytes in the epidermis and has a high tendency to develop away from the ... -
Discovery and Analysis of Aligned Pattern Clusters from Protein Family Sequences
(University of Waterloo, 2014-04-28)Protein sequences are essential for encoding molecular structures and functions. Consequently, biologists invest substantial resources and time discovering functional patterns in proteins. Using high-throughput technologies, ... -
Feature Analysis and Classification of Inflammatory Bowel Disease and Hidradenitis Suppurativa Using Data Mining
(University of Waterloo, 2023-03-14)Inflammatory Bowel Disease (IBD) refers to a group of conditions that primarily affect the gut and cause inflammation. In contrast, Hidradenitis Suppurativa (HS) is a chronic immune-mediated condition characterized by boils ... -
Image Area Reduction for Efficient Medical Image Retrieval
(University of Waterloo, 2015-05-15)Content-based image retrieval (CBIR) has been one of the most active areas in medical image analysis in the last two decades because of the steadily increase in the number of digital images used. Efficient diagnosis and ... -
Operational Sea-Ice Classification of Dual Polarized SAR Imagery
(University of Waterloo, 2023-11-28)Mapping sea ice in polar regions is crucial for research and operational applications, such as environmental modeling and ship navigation. Synthetic aperture radar (SAR) offers a dependable and efficient means of monitoring ...