no code implementations • 23 Sep 2022 • Youya Xia, Josephine Monica, Wei-Lun Chao, Bharath Hariharan, Kilian Q Weinberger, Mark Campbell
In this paper, we investigate the idea of turning sensor inputs (i. e., images) captured in an adverse condition into a benign one (i. e., sunny), upon which the downstream tasks (e. g., semantic segmentation) can attain high accuracy.
no code implementations • CVPR 2022 • Carlos A. Diaz-Ruiz, Youya Xia, Yurong You, Jose Nino, Junan Chen, Josephine Monica, Xiangyu Chen, Katie Luo, Yan Wang, Marc Emond, Wei-Lun Chao, Bharath Hariharan, Kilian Q. Weinberger, Mark Campbell
Advances in perception for self-driving cars have accelerated in recent years due to the availability of large-scale datasets, typically collected at specific locations and under nice weather conditions.
1 code implementation • 14 Nov 2020 • Youya Xia, Yifan Tang, Yuhan Hu, Guy Hoffman
Pose estimation is an important technique for nonverbal human-robot interaction.
3 code implementations • 23 Mar 2019 • Md Jahidul Islam, Youya Xia, Junaed Sattar
In this paper, we present a conditional generative adversarial network-based model for real-time underwater image enhancement.
Ranked #4 on Underwater Image Restoration on LSUI (using extra training data)
1 code implementation • 19 Sep 2018 • Youya Xia, Junaed Sattar
This paper presents an approach for autonomous underwater robots to visually detect and identify divers.