112 citations · 310 across the 26 of their papers we have counts for
22 papers · 1 filter
Integrating Holistic and Local Information to Estimate Emotional Reaction Intensity
Yini Fang, Liang Wu, Frederic Jumelle +1
Video-based Emotional Reaction Intensity (ERI) estimation measures the intensity of subjects' reactions to stimuli along several emotional dimensions from videos of the subject as…
RMES: Real-Time Micro-Expression Spotting Using Phase From Riesz Pyramid
Yini Fang, Didan Deng, Liang Wu +2
Micro-expressions (MEs) are involuntary and subtle facial expressions that are thought to reveal feelings people are trying to hide. ME spotting detects the temporal intervals cont…
Iterative Distillation for Better Uncertainty Estimates in Multitask Emotion Recognition
Didan Deng, Liang Wu, Bertram E. Shi
When recognizing emotions, subtle nuances in displays of emotion generate ambiguity or uncertainty in emotion perception. Emotion uncertainty has been previously interpreted as int…
Learning Hierarchical Integration of Foveal and Peripheral Vision for Vergence Control by Active Efficient Coding
Zhetuo Zhao, Jochen Triesch, Bertram E. Shi
The active efficient coding (AEC) framework parsimoniously explains the joint development of visual processing and eye movements, e.g., the emergence of binocular disparity selecti…
Self-Calibrating Active Binocular Vision via Active Efficient Coding with Deep Autoencoders
Charles Wilmot, Bertram E. Shi, Jochen Triesch
We present a model of the self-calibration of active binocular vision comprising the simultaneous learning of visual representations, vergence, and pursuit eye movements. The model…
AVGCN: Trajectory Prediction using Graph Convolutional Networks Guided by Human Attention
Congcong Liu, Yuying Chen, Ming Liu +1
Pedestrian trajectory prediction is a critical yet challenging task, especially for crowded scenes. We suggest that introducing an attention mechanism to infer the importance of di…