Omni-conv: generalization of the omnidirectional distortion-aware convolutions

HIGHLIGHTS

  • who: Charles-Olivier Artizzu and colleagues from the Universitu00e9 Cu00f4te d`Azur, CNRS, I S, Sophia Antipolis, France have published the article: OMNI-CONV: Generalization of the Omnidirectional Distortion-Aware Convolutions, in the Journal: (JOURNAL)
  • what: To address the abovementioned dilemmas, in this paper, the authors propose to directly replace standard convolution operations with distortion-aware convolutions. Different from previous works that dynamically learn the new kernel shape, the authors propose a distortion-aware convolution with the statically computed receptive field. The authors compare the adapted network with its baseline version on complex and unstructured . . .

     

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