Search Results for author: Youya Xia

Found 5 papers, 3 papers with code

Image-to-Image Translation for Autonomous Driving from Coarsely-Aligned Image Pairs

no code implementations23 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.

Autonomous Driving Image-to-Image Translation +4

Fast Underwater Image Enhancement for Improved Visual Perception

3 code implementations23 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)

Generative Adversarial Network Image Enhancement +5

Visual Diver Recognition for Underwater Human-Robot Collaboration

1 code implementation19 Sep 2018 Youya Xia, Junaed Sattar

This paper presents an approach for autonomous underwater robots to visually detect and identify divers.

Clustering Region Proposal

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