986 citations · 1.1k across the 22 of their papers we have counts for
6 papers · 1 filter
MeshGS: Adaptive Mesh-Aligned Gaussian Splatting for High-Quality Rendering
Jaehoon Choi, Yonghan Lee, Hyungtae Lee +2
Recently, 3D Gaussian splatting has gained attention for its capability to generate high-fidelity rendering results. At the same time, most applications such as games, animation, a…
Exploring the Potential of Synthetic Data to Replace Real Data
Hyungtae Lee, Yan Zhang, Heesung Kwon +1
The potential of synthetic data to replace real data creates a huge demand for synthetic data in data-hungry AI. This potential is even greater when synthetic data is used for trai…
SynPlay: Large-Scale Synthetic Human Data with Real-World Diversity for Aerial-View Perception
Jinsub Yim, Hyungtae Lee, Sungmin Eum +4
We introduce SynPlay, a large-scale synthetic human dataset purpose-built for advancing multi-perspective human localization, with a predominant focus on aerial-view perception. Sy…
Exploring the Impact of Synthetic Data for Aerial-view Human Detection
Hyungtae Lee, Yan Zhang, Yi-Ting Shen +2
Aerial-view human detection has a large demand for large-scale data to capture more diverse human appearances compared to ground-view human detection. Therefore, synthetic data can…
Diversifying Human Pose in Synthetic Data for Aerial-view Human Detection
Yi-Ting Shen, Hyungtae Lee, Heesung Kwon +1
Synthetic data generation has emerged as a promising solution to the data scarcity issue in aerial-view human detection. However, creating datasets that accurately reflect varying…
TK-Planes: Tiered K-Planes with High Dimensional Feature Vectors for Dynamic UAV-based Scenes
Christopher Maxey, Jaehoon Choi, Yonghan Lee +3
In this paper, we present a new approach to bridge the domain gap between synthetic and real-world data for unmanned aerial vehicle (UAV)-based perception. Our formulation is desig…