4 papers
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…
AutoComPose: Automatic Generation of Pose Transition Descriptions for Composed Pose Retrieval Using Multimodal LLMs
Yi-Ting Shen, Sungmin Eum, Doheon Lee +4
Composed pose retrieval (CPR) enables users to search for human poses by specifying a reference pose and a transition description, but progress in this field is hindered by the sca…
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…
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…