Heesung Kwon
- MeshGS: Adaptive Mesh-Aligned Gaussian Splatting for High-Quality Rendering
2024/10/11 by Jaehoon Choi, Choi, Jaehoon, Yonghan Lee +7 · 9 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
- Delving into Robust Object Detection from Unmanned Aerial Vehicles: A Deep Nuisance Disentanglement Approach
2019/08/11 by Zhenyu Wu, Karthik Suresh, Wu, Zhenyu +9 · 3 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Video Surveillance and Tracking Methods #cs.CV
- Going Deeper with Contextual CNN for Hyperspectral Image Classification
2016/04/30 by Hyungtae Lee, Heesung Kwon · 2 citations
Computer Science · #cs.CV #cs.LG
- Cross-domain CNN for Hyperspectral Image Classification
2018/01/31 by Hyungtae Lee, Sungmin Eum, Lee, Hyungtae +3 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
- Novel Categories Discovery Via Constraints on Empirical Prediction Statistics
2023/07/07 by Zahid Hasan, Hasan, Zahid, Abu Zaher Md Faridee +11 · 3 citations
Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare
- Weakly Supervised Localization using Deep Feature Maps
2016/03/01 by Archith J. Bency, Bency, Archith J., Heesung Kwon +7 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
- Self-supervised Contrastive Learning for Cross-domain Hyperspectral Image Representation
2022/02/08 by Hyungtae Lee, Heesung Kwon, Lee, Hyungtae +1 · 1 citation
Computer Science · Earth and Planetary Sciences · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and Land Use #Remote-Sensing Image Classification #cs.CV
- UAV-Sim: NeRF-based Synthetic Data Generation for UAV-based Perception
2023/10/25 by Christopher Maxey, Maxey, Christopher, Jaehoon Choi +7 · 2 citations
Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
- Progressive Transformation Learning for Leveraging Virtual Images in Training
2022/11/03 by Yi‐Ting Shen, Hyungtae Lee, Shen, Yi-Ting +5 · 1 citation
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Exploring the Impact of Synthetic Data for Aerial-view Human Detection
2024/05/24 by Hyungtae Lee, Zhang Yan, Lee, Hyungtae +7 · 1 citation
Computer Science · Engineering · #Video Surveillance and Tracking Methods #Infrared Target Detection Methodologies #Advanced Neural Network Applications
- Exploring the Potential of Synthetic Data to Replace Real Data
2024/08/26 by Hyungtae Lee, Lee, Hyungtae, Zhang Yan +5 · 1 citation
Computer Science · #Advanced Database Systems and Queries #Computer Vision and Pattern Recognition (cs.CV) #Data Management and Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting