Multi-modal emotion recognition using semi-supervised learning and multiple neural networks in the wild

Dae Ha Kim, Min Kyu Lee, Dong Yoon Choi, +1

EngineeringMachine LearningAffective NeuroscienceMultimodal LearningMultimodal Sentiment Analysis +19

Visual Scene-aware Hybrid Neural Network Architecture for Video-based Facial Expression Recognition

Min Kyu Lee, Dong Yoon Choi, Dae Ha Kim, +1

Convolutional Neural NetworkEngineeringMachine LearningRecurrent NnSocial Sciences +14

Real-time purchase behavior recognition system based on deep learning-based object detection and tracking for an unmanned product cabinet

Dae Ha Kim, Seunghyun Lee, JungHo Jeon, +1

Expert Systems with Applications

Machine VisionMachine LearningEngineeringPattern RecognitionUnmanned Product Cabinet +4

Contrastive Adversarial Learning for Person Independent Facial Emotion Recognition

Dae Ha Kim, Byung Cheol Song

Proceedings of the AAAI Conference on Artificial Intelligence

EngineeringMachine LearningBiometricsAffective NeuroscienceSocial Sciences +14

Infrared image super-resolution using auxiliary convolutional neural network and visible image under low-light conditions

Taeyoung Han, Dae Ha Kim, Seung Hyun Lee, +1

Journal of Visual Communication and Image Representation

Super-resolution ImagingHigh ResolutionMachine VisionImage AnalysisLow-light Conditions +8

Recognizing Fine Facial Micro-Expressions Using Two-Dimensional Landmark Feature

Dong Yoon Choi, Dae Ha Kim, Byung Cheol Song

EngineeringMachine LearningBiometricsAffective NeuroscienceSocial Sciences +15

A Support Vector Machine-Based Gender Identification Using Speech Signal

Kye-Hwan Lee, Seunghyun Kang, Dae Ha Kim, +1

IEICE Transactions on Communications

Support Vector MachineEngineeringMachine LearningData ScienceHealth Sciences +11

Action Recognition Using Deep 3D CNNs with Sequential Feature Aggregation and Attention

Fazliddin Anvarov, Dae Ha Kim, Byung Cheol Song

Electronics

Convolutional Neural NetworkEngineeringMachine LearningAction Recognition (Movement Science)Action Recognition (Computer Vision) +18

Virtual sample-based deep metric learning using discriminant analysis

Dae Ha Kim, Byung Cheol Song

Pattern Recognition

Machine VisionMachine LearningEngineeringManifold LearningDiscriminant Analysis +4

Metric-Based Attention Feature Learning for Video Action Recognition

Dae Ha Kim, Fazliddin Anvarov, Junmin Lee, +1

IEEE Access

EngineeringMachine LearningAttentionVideo RetrievalVideo Interpretation +17