Search Results for author: Igor Morawski

Found 3 papers, 2 papers with code

Tracking-Assisted Object Detection with Event Cameras

no code implementations • 27 Mar 2024 • Ting-Kang Yen, Igor Morawski, Shusil Dangi, Kai He, Chung-Yi Lin, Jia-Fong Yeh, Hung-Ting Su, Winston Hsu

However, feature asynchronism and sparsity cause invisible objects due to no relative motion to the camera, posing a significant challenge in the task.

Attribute Object +2

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GenISP: Neural ISP for Low-Light Machine Cognition

2 code implementations • 7 May 2022 • Igor Morawski, Yu-An Chen, Yu-Sheng Lin, Shusil Dangi, Kai He, Winston H. Hsu

We propose to improve generalization to unseen camera sensors by implementing a minimal neural ISP pipeline for machine cognition, named GenISP, that explicitly incorporates Color Space Transformation to a device-independent color space.

Benchmarking Image Restoration +3

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NOD: Taking a Closer Look at Detection under Extreme Low-Light Conditions with Night Object Detection Dataset

1 code implementation • 20 Oct 2021 • Igor Morawski, Yu-An Chen, Yu-Sheng Lin, Winston H. Hsu

In our work, we take a closer look at object detection in low light.

Data Augmentation Image Enhancement +3

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