Browsing Engineering (Faculty of) by Author "Kalra, Shivam"
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Content-based Image Retrieval of Gigapixel Histopathology Scans: A Comparative Study of Convolution Neural Network, Local Binary Pattern, and Bag of visual Words
Kalra, Shivam (University of Waterloo, 2018-05-04)The state-of-the-art image analysis algorithms offer a unique opportunity to extract semantically meaningful features from medical images. The advantage of this approach is automation in terms of content-based image retrieval ... -
Learning Discriminative Representations for Gigapixel Images
Kalra, Shivam (University of Waterloo, 2022-05-11)Digital images of tumor tissue are important diagnostic and prognostic tools for pathologists. Recent advancement in digital pathology has led to an abundance of digitized histopathology slides, called whole-slide images. ...