Concepedia

Amos Sironi

AS

12

Publications

1K

Citations

12

H-Index

2013

Active since

Affiliations

École Polytechnique Fédérale de Lausanne(Current)

Laboratoire de Recherche sur la Croissance Cellulaire, la Réparation et la Régénération Tissulaires

Graz University of Technology

Centre National de la Recherche Scientifique

Amos Sironi is an author at École Polytechnique Fédérale de Lausanne specializing in machine vision, data science, and pattern recognition.

Top concepts

EngineeringData ScienceImage AnalysisMachine VisionComputer VisionPattern RecognitionMachine LearningDeep LearningComputer ScienceMedical Image Computing

Publications per year

2013–2023

12

Publications

12

Learning Separable Filters

Roberto Rigamonti, Amos Sironi, Vincent Lepetit et al. · 2013 · 209 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

Learning to Detect Objects with a 1 Megapixel Event Camera

Etienne Pérot, Pierre de Tournemire, Davide Oscar Nitti et al. · arXiv (Cornell University) · 2020 · 142 citations · Full text

Event-based Vision, Event Camera, Scene Analysis +17

Multiscale Centerline Detection

Amos Sironi, Engin Türetken, Vincent Lepetit et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2015 · 133 citations · Full text

Engineering, Feature Detection, Shape Analysis +26

Multiscale Centerline Detection by Learning a Scale-Space Distance Transform

Amos Sironi, Vincent Lepetit, Pascal Fua · 2014 · 118 citations · Full text

Engineering, Feature Detection, Centerline Detection +21

Learning Separable Filters

Amos Sironi, Bugra Tekin, Roberto Rigamonti et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2014 · 95 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

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