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HarrisZ$^+$: Harris Corner Selection for Next-Gen Image Matching Pipelines


Sep 29, 2021
Fabio Bellavia, Dmytro Mishkin

* only changed Harrisz$^+$ to HarrisZ$^+$ 

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Efficient Initial Pose-graph Generation for Global SfM


Nov 26, 2020
Daniel Barath, Dmytro Mishkin, Ivan Eichhardt, Ilia Shipachev, Jiri Matas

* Added supplementary material 

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Differentiable Data Augmentation with Kornia


Nov 19, 2020
Jian Shi, Edgar Riba, Dmytro Mishkin, Francesc Moreno, Anguelos Nicolaou


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ArXiving Before Submission Helps Everyone


Oct 11, 2020
Dmytro Mishkin, Amy Tabb, Jiri Matas


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Image Matching across Wide Baselines: From Paper to Practice


Mar 03, 2020
Yuhe Jin, Dmytro Mishkin, Anastasiia Mishchuk, Jiri Matas, Pascal Fua, Kwang Moo Yi, Eduard Trulls

* 19 pages, 25 figures 

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Kornia: an Open Source Differentiable Computer Vision Library for PyTorch


Oct 09, 2019
Edgar Riba, Dmytro Mishkin, Daniel Ponsa, Ethan Rublee, Gary Bradski

* Updated adversarial attack example 

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Benchmarking Classic and Learned Navigation in Complex 3D Environments


Mar 28, 2019
Dmytro Mishkin, Alexey Dosovitskiy, Vladlen Koltun

* Added CNN-Monodepth and OpenCV Stereo agents 

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Leveraging Outdoor Webcams for Local Descriptor Learning


Jan 28, 2019
Milan Pultar, Dmytro Mishkin, Jiří Matas


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Repeatability Is Not Enough: Learning Affine Regions via Discriminability


Aug 28, 2018
Dmytro Mishkin, Filip Radenovic, Jiri Matas

* ECCV 2018 camera ready 

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DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks


Apr 03, 2018
Orest Kupyn, Volodymyr Budzan, Mykola Mykhailych, Dmytro Mishkin, Jiri Matas

* CVPR 2018 camera-ready 

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Working hard to know your neighbor's margins: Local descriptor learning loss


Jan 12, 2018
Anastasiya Mishchuk, Dmytro Mishkin, Filip Radenovic, Jiri Matas

* Post-NIPS-2017 update. Better hyperparameters and better results on HPatches + Brown dataset, + couple of references 

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In the Saddle: Chasing Fast and Repeatable Features


Aug 24, 2016
Javier Aldana-Iuit, Dmytro Mishkin, Ondrej Chum, Jiri Matas


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Systematic evaluation of CNN advances on the ImageNet


Jun 13, 2016
Dmytro Mishkin, Nikolay Sergievskiy, Jiri Matas

* Submitted to CVIU Special Issue on Deep Learning. Updated dataset quality experiment 

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MODS: Fast and Robust Method for Two-View Matching


May 01, 2016
Dmytro Mishkin, Jiri Matas, Michal Perdoch

* Version accepted to CVIU. arXiv admin note: text overlap with arXiv:1306.3855 

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All you need is a good init


Feb 19, 2016
Dmytro Mishkin, Jiri Matas

* Published as a conference paper at ICLR 2016 

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WxBS: Wide Baseline Stereo Generalizations


May 12, 2015
Dmytro Mishkin, Jiri Matas, Michal Perdoch, Karel Lenc

* Descriptor and detector evaluation expanded 

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Two-View Matching with View Synthesis Revisited


Nov 11, 2013
Dmytro Mishkin, Michal Perdoch, Jiri Matas

* 25 pages, 14 figures 

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