A Study of Deep CNN-Based Classification of Open and Closed Eyes Using a Visible Light Camera Sensor

Ki Hyun Kim, Hyung Hong, Gi Pyo Nam, +1

Sensors

Convolutional Neural NetworkEngineeringFace DetectionImage ClassificationFacial Recognition System +14

New iris recognition method for noisy iris images

Kwang Yong Shin, Gi Pyo Nam, Dae Sik Jeong, +4

Pattern Recognition Letters

Machine VisionImage AnalysisEngineeringPattern RecognitionBiometrics +5

Query-Based Video Synopsis for Intelligent Traffic Monitoring Applications

Arif Ahmed Sekh, Debi Prosad Dogra, Samarjit Kar, +5

IEEE Transactions on Intelligent Transportation Systems

Meaningful SynopsisEngineeringMachine LearningVideo SummarizationSynopsis Video +19

PSI-CNN: A Pyramid-Based Scale-Invariant CNN Architecture for Face Recognition Robust to Various Image Resolutions

Gi Pyo Nam, Heeseung Choi, Junghyun Cho, +1

Applied Sciences

Face DetectionVarious Image ResolutionsFacial Recognition SystemMachine VisionImage Analysis +13

Detection of Road Accidents Using Synthetically Generated Multi-Perspective Accident Videos

Kamalakar Vijay Thakare, Debi Prosad Dogra, Heeseung Choi, +2

IEEE Transactions on Intelligent Transportation Systems

Traffic ViolationsMachine LearningEngineeringVideo ProcessingSafety Science +17

Enhancement of Finger-Vein Image by Vein Line Tracking and Adaptive Gabor Filtering for Finger-Vein Recognition

So Ra Cho, Youngho Park, Gi Pyo Nam, +5

Applied Mechanics and Materials

EngineeringBiometric PrivacyBiometricsDermatoglyphicWearable Technology +17

DEFace: Deep Efficient Face Network for Small Scale Variations

Toan Minh Hoang, Gi Pyo Nam, Junghyun Cho, +1

IEEE Access

EngineeringMachine LearningFeature DetectionBiometricsContext Information +15

New Fuzzy-Based Retinex Method for the Illumination Normalization of Face Recognition

Gi Pyo Nam, Kang Ryoung Park

International Journal of Advanced Robotic Systems

Face DetectionFuzzy LogicImage AnalysisEngineeringFacial Recognition System +11

Robustness of Face Recognition to Variations of Illumination on Mobile Devices Based on SVM

Gi Pyo Nam

KSII Transactions on Internet and Information Systems

Intelligent query by humming system based on score level fusion of multiple classifiers

Gi Pyo Nam, Thi Thu Trang Luong, Hyun Ha Nam, +2

EURASIP Journal on Advances in Signal Processing

MusicEngineeringMachine LearningSingle ClassifierIntelligent Query +23