Search Results for author: Manuel Rey-Area

Found 4 papers, 3 papers with code

360MonoDepth: High-Resolution 360deg Monocular Depth Estimation

1 code implementation CVPR 2022 Manuel Rey-Area, Mingze Yuan, Christian Richardt

360deg cameras can capture complete environments in a single shot, which makes 360deg imagery alluring in many computer vision tasks.

2k Monocular Depth Estimation +2

360MonoDepth: High-Resolution 360° Monocular Depth Estimation

1 code implementation30 Nov 2021 Manuel Rey-Area, Mingze Yuan, Christian Richardt

360{\deg} cameras can capture complete environments in a single shot, which makes 360{\deg} imagery alluring in many computer vision tasks.

2k Monocular Depth Estimation +2

FuCiTNet: Improving the generalization of deep learning networks by the fusion of learned class-inherent transformations

1 code implementation17 May 2020 Manuel Rey-Area, Emilio Guirado, Siham Tabik, Javier Ruiz-Hidalgo

It is widely known that very small datasets produce overfitting in Deep Neural Networks (DNNs), i. e., the network becomes highly biased to the data it has been trained on.

Data Augmentation General Classification +1

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