Search Results for author: Yi-Ting Shen

Found 4 papers, 0 papers with code

Progressive Transformation Learning for Leveraging Virtual Images in Training

no code implementations CVPR 2023 Yi-Ting Shen, Hyungtae Lee, Heesung Kwon, Shuvra Shikhar Bhattacharyya

To effectively interrogate UAV-based images for detecting objects of interest, such as humans, it is essential to acquire large-scale UAV-based datasets that include human instances with various poses captured from widely varying viewing angles.

Archangel: A Hybrid UAV-based Human Detection Benchmark with Position and Pose Metadata

no code implementations31 Aug 2022 Yi-Ting Shen, Yaesop Lee, Heesung Kwon, Damon M. Conover, Shuvra S. Bhattacharyya, Nikolas Vale, Joshua D. Gray, G. Jeremy Leong, Kenneth Evensen, Frank Skirlo

Learning to detect objects, such as humans, in imagery captured by an unmanned aerial vehicle (UAV) usually suffers from tremendous variations caused by the UAV's position towards the objects.

Human Detection Model Optimization +4

What Synthesis is Missing: Depth Adaptation Integrated with Weak Supervision for Indoor Scene Parsing

no code implementations ICCV 2019 Keng-Chi Liu, Yi-Ting Shen, Jan P. Klopp, Liang-Gee Chen

Our proposed two-stage integration more than halves the gap towards fully supervised methods when compared to previous state-of-the-art in transfer learning.

Scene Parsing Transfer Learning

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