4 papers
Neural Mesh Refiner for 6-DoF Pose Estimation
Di Wu, Yihao Chen, Xianbiao Qi +3
How can we effectively utilise the 2D monocular image information for recovering the 6D pose (6-DoF) of the visual objects? Deep learning has shown to be effective for robust and r…
DeepMag: Source Specific Motion Magnification Using Gradient Ascent
Weixuan Chen, Daniel McDuff
Many important physical phenomena involve subtle signals that are difficult to observe with the unaided eye, yet visualizing them can be very informative. Current motion magnificat…
Estimating Carotid Pulse and Breathing Rate from Near-infrared Video of the Neck
Weixuan Chen, Javier Hernandez, Rosalind W. Picard
Objective: Non-contact physiological measurement is a growing research area that allows capturing vital signs such as heart rate (HR) and breathing rate (BR) comfortably and unobtr…
DeepPhys: Video-Based Physiological Measurement Using Convolutional Attention Networks
Weixuan Chen, Daniel McDuff
Non-contact video-based physiological measurement has many applications in health care and human-computer interaction. Practical applications require measurements to be accurate ev…