10 citations · 22 across the 6 of their papers we have counts for
6 papers
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…
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…
Affective Expression Analysis in-the-wild using Multi-Task Temporal Statistical Deep Learning Model
Nhu-Tai Do, Tram-Tran Nguyen-Quynh, Soo-Hyung Kim
Affective behavior analysis plays an important role in human-computer interaction, customer marketing, health monitoring. ABAW Challenge and Aff-Wild2 dataset raise the new challen…
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…
Automatic Whole-body Bone Age Assessment Using Deep Hierarchical Features
Hai-Duong Nguyen, Soo-Hyung Kim
Bone age assessment gives us evidence to analyze the children growth status and the rejuvenation involved chronological and biological ages. All the previous works consider left-ha…
Hand Segmentation and Fingertip Tracking from Depth Camera Images Using Deep Convolutional Neural Network and Multi-task SegNet
Duong Hai Nguyen, Tai Nhu Do, In-Seop Na +1
Hand segmentation and fingertip detection play an indispensable role in hand gesture-based human-machine interaction systems. In this study, we propose a method to discriminate han…