Concepedia

Ignacio Rocco

IR

15

Publications

2.2K

Citations

12

H-Index

2017

Active since

Affiliations

Département d'Informatique(Current)

Czech Technical University in Prague

École Normale Supérieure - PSL

Tokyo Institute of Technology

Université Paris Sciences et Lettres

Ignacio Rocco is an author at Département d'Informatique specializing in machine vision, image analysis, and pattern recognition.

Top concepts

EngineeringImage AnalysisMachine VisionComputer VisionPattern RecognitionDeep LearningComputer ScienceScene UnderstandingMachine LearningMedical Image Computing

Publications per year

2017–2023

15

Publications

15

D2-Net: A Trainable CNN for Joint Description and Detection of Local Features

Mihai Dusmanu, Ignacio Rocco, Tomáš Pajdla et al. · 2019 · 1.1K citations

Convolutional Neural Network, Engineering, Machine Learning +22

Convolutional Neural Network Architecture for Geometric Matching

Ignacio Rocco, Relja Arandjelović, Josef Šivic · 2017 · 509 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +19

Neighbourhood Consensus Networks

Ignacio Rocco, Mircea Cimpoi, Relja Arandjelović et al. · arXiv (Cornell University) · 2018 · 152 citations · Full text

Geometric Learning, Scene Analysis, Engineering +22

Convolutional Neural Network Architecture for Geometric Matching

Ignacio Rocco, Relja Arandjelović, Josef Šivic · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018 · 102 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +19

NCNet: Neighbourhood Consensus Networks for Estimating Image Correspondences

Ignacio Rocco, Mircea Cimpoi, Relja Arandjelović et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020 · 92 citations · Full text

Geometric Learning, Scene Analysis, Engineering +17

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