Research
Neuromorphic computing, Deep Learning for Medical Image Analysis
Night Image Enhancement, Single Image Defogging, Camera Anomaly Detection,
Deep Learning, Person Detection and Tracking, Person Re-identification.
Yuan-Kai Wang, T. M. Pan, C. E. Hu, "Single-Task Joint Learning Model for an Online Multi-Object Tracking Framework," Appl. Sci. 2024, 14(22), 10540. DOI (SCI)
Yuan-Kai Wang, S. E. Wang, P. H. Wu, "Spike-event Object Detection for Neuromorphic Vision," IEEE Access, vol. 11, pp. 5215-5230, 2023. DOI (SCI)
Yuan-Kai Wang, J. Guo, T. M. Pan, "Multidomain Joint Learning of Pedestrian Detection for Application to Quadrotors," Drones, vol. 6, 430, 2022. DOI (SCI)
S. A. Priyanka, Yuan-Kai Wang, S. Huang, “Low-Light Image Enhancement by Principal Component Analysis,” IEEE Access, vol. 7, no. 1, pp. 3082–3092, 2019. (SCI)
Yuan-Kai Wang, H. Y. Chen, J. R. Chen, "Unobtrusive Sleep Monitoring Using Movement Activity by Video Analysis," Electronics, vol. 8, no. 7, pp. 812, 2019.
Yuan-Kai Wang and H. Y. Chen, "Intelligent Mobile Video Surveillance System with Multilevel Distillation," Journal of Electronic Science and Technology, vol. 15, no. 2, pp. 133-140, 2017. (EI)
C. T. Fan, Yuan-Kai Wang, C. R. Huang, "Heterogeneous Information Fusion and Visualization for a Large-Scale Intelligent Video Surveillance System," IEEE Transactions on Systems, Man and Cybernetics: Systems, vol. 47, no. 4, pp. 593 - 604, 2017. (SCI)
S. A. Priyanka, H. J. Tung, Yuan Kai Wang, "Contrast Enhancement of Night Images," International Conference on Machine Learning and Cybernetics, Jeju, South Korea, pp. 380-385, 2016. (Best paper award)
Yuan-Kai Wang, C. T. Fan, "Single Image Defogging by Multiscale Depth Fusion," IEEE Transactions on Image Processing, vol. 23, no. 11, pp. 4826 - 4837, 2014. (SCI)
Yuan-Kai Wang, W. B. Huang, "A CUDA-enabled parallel algorithm for accelerating retinex," Journal of Real-Time Image Processing, vol. 9, no. 3, pp. 407-425, 2014. (SCI)
Yuan-Kai Wang, K. Y. Cheng, "A Two-stage Bayesian Network Method for 3D Human Pose Estimation from Monocular Image Sequences," EURASIP Journal on Advances in Signal Processing, June 2010. (SCI)
Yuan-Kai Wang, K. C. Fan, J. T. Horng, "Genetic-based search for error-correcting graph isomorphism," IEEE Transactions on Systems, Man, and Cybernetics - Part B, Vol. 27, No.4, pp. 588-597, 1997. (SCI)
Hierarchical Vision Transformer on Medical Images Analysis
Semantic Segmentation and Classification of Few-labeled Medical Images
Neuromorphic Computing for Computer Vision
Deep Learning for Person Detection
Deep Learning for Analysis of Aerial Images from Unmanned Air Vehicles
The Study of Realtime Surveillance Camera Anomaly Detection and Night Surveillance
The Applications of Image and Video Quality Assessment for Visual Surveillance
The Study of Sleep Video Summarization Techniques
Vision-Based Sleep Disorder Analysis
Patent
My Group
Student