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Perspective Crop Layers (PCLs)

Local processing is an essential feature of CNNs and other neural network architectures—it is one of the reasons why they work so well on images where relevant information is, to a large extent, local. However, perspective effects stemming from the projection in a conventional camera vary for different global positions in the image.

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Cite this as

Frank Yu, Mathieu Salzmann, Pascal Fua, Helge Rhodin (2024). Dataset: Perspective Crop Layers (PCLs). https://doi.org/10.57702/rj8mljjf

DOI retrieved: December 3, 2024

Additional Info

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Created December 3, 2024
Last update December 3, 2024
Defined In https://doi.org/10.48550/arXiv.2011.13607
Author Frank Yu
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Mathieu Salzmann
Pascal Fua
Helge Rhodin
Homepage https://github.com/yu-frank/PerspectiveCropLayers