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Chapter and Conference Paper
MIPI 2022 Challenge on RGB+ToF Depth Completion: Dataset and Report
Develo** and integrating advanced image sensors with novel algorithms in camera systems is prevalent with the increasing demand for computational photography and imaging on mobile platforms. However, the lac...
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Chapter and Conference Paper
An Investigation of Using Blended Learning Pedagogy to Sustain Student Interest in Basic Science Subjects
Blended learning has been increasingly implemented in undergraduate courses, and can foster a better learning experience for students. The purpose of this paper is to present our current practice and evaluate ...
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Chapter and Conference Paper
Small Lesion Segmentation in Brain MRIs with Subpixel Embedding
We present a method to segment MRI scans of the human brain into ischemic stroke lesion and normal tissues. We propose a neural network architecture in the form of a standard encoder-decoder where predictions ...
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Chapter and Conference Paper
Monitored Distillation for Positive Congruent Depth Completion
We propose a method to infer a dense depth map from a single image, its calibration, and the associated sparse point cloud. In order to leverage existing models (teachers) that produce putative depth maps, we ...
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Chapter and Conference Paper
Not Just Streaks: Towards Ground Truth for Single Image Deraining
We propose a large-scale dataset of real-world rainy and clean image pairs and a method to remove degradations, induced by rain streaks and rain accumulation, from the image. As there exists no real-world dat...
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Chapter and Conference Paper
Open Access Textbooks: Opportunities and Challenges
Different from traditional textbooks, open access textbooks are by nature open education resources that are free to use and can be delivered in electronic or printed form. Not only that the development of open...