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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

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Additional Info

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