938 citations
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5 papers · 1 filter
FaceTouch: Detecting hand-to-face touch with supervised contrastive learning to assist in tracing infectious disease
Mohamed R. Ibrahim, Terry Lyons
Through our respiratory system, many viruses and diseases frequently spread and pass from one person to another. Covid-19 served as an example of how crucial it is to track down an…
PoseFusion2: Simultaneous Background Reconstruction and Human Shape Recovery in Real-time
Huayan Zhang, Tianwei Zhang, Tin Lun Lam +1
Dynamic environments that include unstructured moving objects pose a hard problem for Simultaneous Localization and Mapping (SLAM) performance. The motion of rigid objects can be t…
Jane Jacobs in the Sky: Predicting Urban Vitality with Open Satellite Data
Sanja Šćepanović, Sagar Joglekar, Stephen Law +1
The presence of people in an urban area throughout the day -- often called 'urban vitality' -- is one of the qualities world-class cities aspire to the most, yet it is one of the h…
Lifting AutoEncoders: Unsupervised Learning of a Fully-Disentangled 3D Morphable Model using Deep Non-Rigid Structure from Motion
Mihir Sahasrabudhe, Zhixin Shu, Edward Bartrum +3
In this work we introduce Lifting Autoencoders, a generative 3D surface-based model of object categories. We bring together ideas from non-rigid structure from motion, image format…
Learning Where to See: A Novel Attention Model for Automated Immunohistochemical Scoring
Talha Qaiser, Nasir M. Rajpoot
Estimating over-amplification of human epidermal growth factor receptor 2 (HER2) on invasive breast cancer (BC) is regarded as a significant predictive and prognostic marker. We pr…