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Browsing Dissertations and Theses by Subject "Object Detection"
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Automatic Summarization of Endoscopic Surgical Videos
Endoscopic endonasal surgery is a medical procedure that utilizes an endoscopic video camera to view and manipulate a surgical site accessed through the nose. Despite these surgeries being video recorded, these videos are ... -
Transfer Learning with Deep Neural Networks for Computer Vision
Deep Neural Networks (DNNs) have played a major role in advancing computer vision research in the past years. DNNs are especially effective for tasks where large amount of labeled data is available. However, for many tasks ...