Search Results for author: Gunhee Nam

Found 3 papers, 1 papers with code

OOOE: Only-One-Object-Exists Assumption to Find Very Small Objects in Chest Radiographs

no code implementations13 Oct 2022 Gunhee Nam, Taesoo Kim, Sanghyup Lee, Thijs Kooi

We validate our approach using a large scale proprietary dataset of over 100K radiographs as well as publicly available RANZCR-CLiP Kaggle Challenge dataset and show that our method consistently outperforms commonly used regression-based detection models as well as commonly used pixel-wise classification methods.

Anatomy regression

Polygonal Point Set Tracking

1 code implementation CVPR 2021 Gunhee Nam, Miran Heo, Seoung Wug Oh, Joon-Young Lee, Seon Joo Kim

Since the existing datasets are not suitable to validate our method, we build a new polygonal point set tracking dataset and demonstrate the superior performance of our method over the baselines and existing contour-based VOS methods.

Semantic Segmentation Video Object Segmentation +1

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