34 citations · 93 across the 6 of their papers we have counts for
6 papers
Multitask Emotion Recognition with Incomplete Labels
Didan Deng, Zhaokang Chen, Bertram E. Shi
We train a unified model to perform three tasks: facial action unit detection, expression classification, and valence-arousal estimation. We address two main challenges of learning…
Towards High Performance Low Complexity Calibration in Appearance Based Gaze Estimation
Zhaokang Chen, Bertram E. Shi
Appearance-based gaze estimation from RGB images provides relatively unconstrained gaze tracking. We have previously proposed a gaze decomposition method that decomposes the gaze a…
MIMAMO Net: Integrating Micro- and Macro-motion for Video Emotion Recognition
Didan Deng, Zhaokang Chen, Yuqian Zhou +1
Spatial-temporal feature learning is of vital importance for video emotion recognition. Previous deep network structures often focused on macro-motion which extends over long time…
Offset Calibration for Appearance-Based Gaze Estimation via Gaze Decomposition
Zhaokang Chen, Bertram E. Shi
Appearance-based gaze estimation provides relatively unconstrained gaze tracking. However, subject-independent models achieve limited accuracy partly due to individual variations.…
Appearance-Based Gaze Estimation Using Dilated-Convolutions
Zhaokang Chen, Bertram E. Shi
Appearance-based gaze estimation has attracted more and more attention because of its wide range of applications. The use of deep convolutional neural networks has improved the acc…
Using Variable Dwell Time to Accelerate Gaze-Based Web Browsing with Two-Step Selection
Zhaokang Chen, Bertram E. Shi
In order to avoid the "Midas Touch" problem, gaze-based interfaces for selection often introduce a dwell time: a fixed amount of time the user must fixate upon an object before it…