10 citations · 18 across the 11 of their papers we have counts for
11 papers
Mental Workload Estimation with Electroencephalogram Signals by Combining Multi-Space Deep Models
Hong-Hai Nguyen, Ngumimi Karen Iyortsuun, Seungwon Kim +2
The human brain remains continuously active, whether an individual is working or at rest. Mental activity is a daily process, and if the brain becomes excessively active, known as…
Generic Event Boundary Detection in Video with Pyramid Features
Van Thong Huynh, Hyung-Jeong Yang, Guee-Sang Lee +1
Generic event boundary detection (GEBD) aims to split video into chunks at a broad and diverse set of actions as humans naturally perceive event boundaries. In this study, we prese…
Fine-tuning Wav2vec for Vocal-burst Emotion Recognition
Dang-Khanh Nguyen, Sudarshan Pant, Ngoc-Huynh Ho +3
The ACII Affective Vocal Bursts (A-VB) competition introduces a new topic in affective computing, which is understanding emotional expression using the non-verbal sound of humans.…
Self-Relation Attention and Temporal Awareness for Emotion Recognition via Vocal Burst
Dang-Linh Trinh, Minh-Cong Vo, Guee-Sang Lee
The technical report presents our emotion recognition pipeline for high-dimensional emotion task (A-VB High) in The ACII Affective Vocal Bursts (A-VB) 2022 Workshop \& Competition.…
An Ensemble Approach for Multiple Emotion Descriptors Estimation Using Multi-task Learning
Irfan Haider, Minh-Trieu Tran, Soo-Hyung Kim +2
This paper illustrates our submission method to the fourth Affective Behavior Analysis in-the-Wild (ABAW) Competition. The method is used for the Multi-Task Learning Challenge. Ins…
Affective Behavior Analysis using Action Unit Relation Graph and Multi-task Cross Attention
Dang-Khanh Nguyen, Sudarshan Pant, Ngoc-Huynh Ho +3
Facial behavior analysis is a broad topic with various categories such as facial emotion recognition, age, and gender recognition. Many studies focus on individual tasks while the…
An Attention-based Method for Action Unit Detection at the 3rd ABAW Competition
Duy Le Hoai, Eunchae Lim, Eunbin Choi +5
Facial Action Coding System is an approach for modeling the complexity of human emotional expression. Automatic action unit (AU) detection is a crucial research area in human-compu…
Emotion Recognition with Incomplete Labels Using Modified Multi-task Learning Technique
Phan Tran Dac Thinh, Hoang Manh Hung, Hyung-Jeong Yang +2
The task of predicting affective information in the wild such as seven basic emotions or action units from human faces has gradually become more interesting due to the accessibilit…
Temporal Convolution Networks with Positional Encoding for Evoked Expression Estimation
VanThong Huynh, Guee-Sang Lee, Hyung-Jeong Yang +1
This paper presents an approach for Evoked Expressions from Videos (EEV) challenge, which aims to predict evoked facial expressions from video. We take advantage of pre-trained mod…
Variants of BERT, Random Forests and SVM approach for Multimodal Emotion-Target Sub-challenge
Hoang Manh Hung, Hyung-Jeong Yang, Soo-Hyung Kim +1
Emotion recognition has become a major problem in computer vision in recent years that made a lot of effort by researchers to overcome the difficulties in this task. In the field o…
Eye Semantic Segmentation with a Lightweight Model
Van Thong Huynh, Soo-Hyung Kim, Guee-Sang Lee +1
In this paper, we present a multi-class eye segmentation method that can run the hardware limitations for real-time inference. Our approach includes three major stages: get a grays…