Towards domain invariant single image dehazing

P Shyam, KJ Yoon, KS Kim - Proceedings of the AAAI Conference on …, 2021 - ojs.aaai.org
Presence of haze in images obscures underlying information, which is undesirable in
applications requiring accurate environment information. To recover such an image, a …

Weakly supervised approach for joint object and lane marking detection

P Shyam, KJ Yoon, KS Kim - Proceedings of the IEEE/CVF …, 2021 - openaccess.thecvf.com
Understanding the driving scene is critical for the safe operation of autonomous vehicles
with state-of-the-art (SoTA) systems relying upon a combination of different algorithms to …

Damix: A density-aware mixup augmentation for single image dehazing under domain shift

CM Chang, TN Lin - arXiv preprint arXiv:2109.12544, 2021 - arxiv.org
Deep learning-based methods have achieved considerable success on single image
dehazing in recent years. However, these methods are often subject to performance …