Amos Sironi

According to our database, Amos Sironi authored at least 16 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2023

NeuroBench: Advancing Neuromorphic Computing through Collaborative, Fair and Representative Benchmarking.

Jason Yik, Soikat Hasan Ahmed, Zergham Ahmed, Brian Anderson, Andreas G. Andreou, Chiara Bartolozzi, Arindam Basu, Douwe den Blanken, Petrut Bogdan, Sander M. Bohté, Younes Bouhadjar, Sonia M. Buckley, Gert Cauwenberghs, Federico Corradi, Guido de Croon, Andreea Danielescu, Anurag Reddy Daram, Mike Davies, Yigit Demirag, Jason Eshraghian, Jeremy Forest, Steve B. Furber, Michael Furlong, Aditya Gilra, Giacomo Indiveri, Siddharth Joshi, Vedant Karia, Lyes Khacef, James C. Knight, Laura Kriener, Rajkumar Kubendran, Dhireesha Kudithipudi, Gregor Lenz, Rajit Manohar, Christian Mayr, Konstantinos P. Michmizos, Dylan R. Muir, Emre Neftci, Thomas Nowotny, Fabrizio Ottati, Ayça Özcelikkale, Noah Pacik-Nelson, Priyadarshini Panda, Pao-Sheng Sun, Melika Payvand, Christian Pehle, Mihai A. Petrovici, Christoph Posch, Alpha Renner, Yulia Sandamirskaya, Clemens JS Schaefer, André van Schaik, Johannes Schemmel, Catherine D. Schuman, Jae-sun Seo, Sumit Bam Shrestha, Manolis Sifalakis, Amos Sironi, Kenneth Michael Stewart, Terrence C. Stewart, Philipp Stratmann, Guangzhi Tang, Jonathan Timcheck, Marian Verhelst, Craig M. Vineyard, Bernhard Vogginger, Amirreza Yousefzadeh, Biyan Zhou, Fatima Tuz Zohora, Charlotte Frenkel, Vijay Janapa Reddi

CoRR, 2023

The CNN vs. SNN Event-camera Dichotomy and Perspectives For Event-Graph Neural Networks.

Thomas Dalgaty, Thomas Mesquida, Damien Joubert, Amos Sironi, Cyrille Soubeyrat, Pascal Vivet, Christoph Posch

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

HUGNet: Hemi-Spherical Update Graph Neural Network applied to low-latency event-based optical flow.

Thomas Dalgaty, Thomas Mesquida, Damien Joubert, Amos Sironi, Pascal Vivet, Christoph Posch

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

G2N2: Lightweight Event Stream Classification with GRU Graph Neural Networks.

Thomas Mesquida, Manon Dampfhoffer, Thomas Dalgaty, Pascal Vivet, Amos Sironi, Christoph Posch

Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022

Long-Lived Accurate Keypoints in Event Streams.

Philippe Chiberre, Etienne Perot, Amos Sironi, Vincent Lepetit

CoRR, 2022

2021

Detecting Stable Keypoints From Events Through Image Gradient Prediction.

Philippe Chiberre, Etienne Perot, Amos Sironi, Vincent Lepetit

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

A Large Scale Event-based Detection Dataset for Automotive.

Pierre de Tournemire, Davide Nitti, Etienne Perot, Davide Migliore, Amos Sironi

CoRR, 2020

Learning to Detect Objects with a 1 Megapixel Event Camera.

Etienne Perot, Pierre de Tournemire, Davide Nitti, Jonathan Masci, Amos Sironi

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Speed Invariant Time Surface for Learning to Detect Corner Points With Event-Based Cameras.

Jacques Manderscheid, Amos Sironi, Nicolas Bourdis, Davide Migliore, Vincent Lepetit

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

HATS: Histograms of Averaged Time Surfaces for Robust Event-Based Object Classification.

Amos Sironi, Manuele Brambilla, Nicolas Bourdis, Xavier Lagorce, Ryad Benosman

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2016

Multiscale Centerline Extraction Based on Regression and Projection onto the Set of Elongated Structures.

Amos Sironi

PhD thesis, 2016

Multiscale Centerline Detection.

Amos Sironi, Engin Türetken, Vincent Lepetit, Pascal Fua

IEEE Trans. Pattern Anal. Mach. Intell., 2016

2015

Learning Separable Filters.

Amos Sironi, Bugra Tekin, Roberto Rigamonti, Vincent Lepetit, Pascal Fua

IEEE Trans. Pattern Anal. Mach. Intell., 2015

Projection onto the Manifold of Elongated Structures for Accurate Extraction.

Amos Sironi, Vincent Lepetit, Pascal Fua

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014

Multiscale Centerline Detection by Learning a Scale-Space Distance Transform.

Amos Sironi, Vincent Lepetit, Pascal Fua

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Learning Separable Filters.

Roberto Rigamonti, Amos Sironi, Vincent Lepetit, Pascal Fua

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013