Search Results for author: Edgar Riba

Found 5 papers, 5 papers with code

Differentiable Data Augmentation with Kornia

1 code implementation19 Nov 2020 Jian Shi, Edgar Riba, Dmytro Mishkin, Francesc Moreno, Anguelos Nicolaou

In this paper we present a review of the Kornia differentiable data augmentation (DDA) module for both for spatial (2D) and volumetric (3D) tensors.

Image Augmentation Image Manipulation +1

Kornia: an Open Source Differentiable Computer Vision Library for PyTorch

4 code implementations5 Oct 2019 Edgar Riba, Dmytro Mishkin, Daniel Ponsa, Ethan Rublee, Gary Bradski

This work presents Kornia -- an open source computer vision library which consists of a set of differentiable routines and modules to solve generic computer vision problems.

Camera Calibration Edge Detection +10

Dense Extreme Inception Network: Towards a Robust CNN Model for Edge Detection

3 code implementations4 Sep 2019 Xavier Soria, Edgar Riba, Angel D. Sappa

This dataset has been used for training the proposed approach as well the state-of-the-art algorithms for comparisons.

Boundary Detection Edge Detection

Key.Net: Keypoint Detection by Handcrafted and Learned CNN Filters

3 code implementations ICCV 2019 Axel Barroso-Laguna, Edgar Riba, Daniel Ponsa, Krystian Mikolajczyk

We introduce a novel approach for keypoint detection task that combines handcrafted and learned CNN filters within a shallow multi-scale architecture.

Image Matching Keypoint Detection

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