Computer vision
Teaching machines to interpret and reason about the visual world, from object recognition to medical imaging.
Tool
Demonstration of Probabilistic Predicates
Demo system for the paper titled “Interactive Demonstration of Probabilistic Predicates” at SIGMOD18.
Project
MS-ASL
Sign language recognition is a challenging and often underestimated problem comprising multi-modal articulators (handshape, orientation, movement, upper body and face) that integrate asynchronously on multiple streams. Learning powerful statistical models in such a scenario requires…
Video
Computer Aided Diagnosis of Fungal Infections
Fungal diseases are an increasing threat to human health around the world and have been estimated to kill more than 1.5M and impact over 1 billion people worldwide each year. Accurate diagnosis and treatment of…
Video
Verifying Web Page Layouts
Web pages define their appearance using Cascading Style Sheets. However, the CSS language’s quirks and subtleties make it difficult for designers to write, debug, and test CSS to implement their designs. Understanding all the ways…
Publication
View Invariant 3D Human Pose Estimation
Publication