73 citations · 275 across the 13 of their papers we have counts for
Showing 2016Show all
3 papers · 1 filter
cs.HC2016★ 5 cited
A Multimodal Approach to Estimating Vigilance Using EEG and Forehead EOG
Wei-Long Zheng, Bao-Liang Lu
Objective. Covert aspects of ongoing user mental states provide key context information for user-aware human computer interactions. In this paper, we focus on the problem of estima…
cs.HC2016★ 50 cited
Multimodal Emotion Recognition Using Multimodal Deep Learning
Wei Liu, Wei-Long Zheng, Bao-Liang Lu
To enhance the performance of affective models and reduce the cost of acquiring physiological signals for real-world applications, we adopt multimodal deep learning approach to con…
cs.HC2016★ 55 cited
Identifying Stable Patterns over Time for Emotion Recognition from EEG
Wei-Long Zheng, Jia-Yi Zhu, Bao-Liang Lu
In this paper, we investigate stable patterns of electroencephalogram (EEG) over time for emotion recognition using a machine learning approach. Up to now, various findings of acti…