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DeepFlux for Skeletons in the Wild [article]

Yukang Wang, Yongchao Xu, Stavros Tsogkas, Xiang Bai, Sven Dickinson, Kaleem Siddiqi
2018 arXiv   pre-print
We evaluate the proposed method on three benchmark datasets for skeleton detection and two for symmetry detection, achieving consistently superior performance over state-of-the-art methods.  ...  Computing object skeletons in natural images is challenging, owing to large variations in object appearance and scale, and the complexity of handling background clutter.  ...  Furthermore, DeepFlux goes beyond object skeleton detection, and achieves state-of-the-art results in detecting generic symmetry in the wild.  ... 
arXiv:1811.12608v1 fatcat:pahjsjqtfbhzbmaawn4yd3ktxq