Scale Space and Variational Methods in Computer Vision

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Rigid-Motion Scattering for Texture Classification (2014, background): “…account the joint structure of the rigid-motion group of rotations and translations in R2 was proposed by several researchers (Citti & Sarti, 2006; Duits & Burgeth, 2007; Boscain et al., 2013), to preserve image structures in applications such as noise removal or image enhancement with…”
Discriminative Hierarchical Rank Pooling for Activity Recognition (2016, background): “Such derivations are proposed before in the context of bi-level optimization [20].”