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cs.CV2024★ 1 cited
Panoptic Segmentation of Galactic Structures in LSB Images
Felix Richards, Adeline Paiement, Xianghua Xie +2
We explore the use of deep learning to localise galactic structures in low surface brightness (LSB) images. LSB imaging reveals many interesting structures, though these are freque…
cs.CV2020★ 3 cited
Learnable Gabor modulated complex-valued networks for orientation robustness
Felix Richards, Adeline Paiement, Xianghua Xie +2
Robustness to transformation is desirable in many computer vision tasks, given that input data often exhibits pose variance. While translation invariance and equivariance is a docu…