Guillaume Chiron

According to our database, Guillaume Chiron authored at least 14 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Synthetic dataset of ID and Travel Document.

Carlos Boned Riera, Maxime Talarmain, Nabil Ghanmi, Guillaume Chiron, Sanket Biswas, Ahmad Montaser Awal, Oriol Ramos Terrades

CoRR, 2024

2023

Are Attention blocks better than BiLSTM for text recognition?

Amine Mohamed Belhakimi, Guillaume Chiron, Florian Arrestier, Ahmad Montaser Awal

Proceedings of the 8th International Conference on Machine Learning Technologies, 2023

2021

Fast End-to-End Deep Learning Identity Document Detection, Classification and Cropping.

Guillaume Chiron, Florian Arrestier, Ahmad Montaser Awal

Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

2020

ID documents matching and localization with multi-hypothesis constraints.

Guillaume Chiron, Nabil Ghanmi, Ahmad Montaser Awal

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

A Meaningful Information Extraction System for Interactive Analysis of Documents.

Julien Maitre, Michel Ménard, Guillaume Chiron, Alain Bouju, Nicolas Sidère

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

2018

Hybrid Image Retrieval in Digital Libraries.

Jean-Philippe Moreux, Guillaume Chiron

Proceedings of the Digital Libraries for Open Knowledge, 2018

2017

Impact of OCR Errors on the Use of Digital Libraries: Towards a Better Access to Information.

Guillaume Chiron, Antoine Doucet, Mickaël Coustaty, Muriel Visani, Jean-Philippe Moreux

Proceedings of the 2017 ACM/IEEE Joint Conference on Digital Libraries, 2017

ICDAR2017 Competition on Post-OCR Text Correction.

Guillaume Chiron, Antoine Doucet, Mickaël Coustaty, Jean-Philippe Moreux

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

2015

Modélisation comportementale selon différentes échelles temporelles pour des trajectoires issues de scènes encombrées. Approche bayésienne non paramétrique par HDP.

Guillaume Chiron, Petra Gomez-Krämer, Michel Ménard

Rev. d'Intelligence Artif., 2015

2014

Système complet d'acquisition vidéo, de suivi de trajectoires et de modélisation comportementale pour des environnements 3D naturellement encombrés : application à la surveillance apicole. (Full process of acquisition, multi-target tracking, behavioral modeling for naturally crowded environments : application to beehives monitoring).

Guillaume Chiron

PhD thesis, 2014

Discovering Emergent Behaviors from Tracks Using Hierarchical Non-parametric Bayesian Methods.

Guillaume Chiron, Petra Gomez-Krämer, Michel Ménard

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013

A Multi-agent Model for Image Browsing and Retrieval.

Hue Cao Hong, Guillaume Chiron, Alain Boucher

Proceedings of the Advanced Methods for Computational Collective Intelligence, 2013

Detecting and tracking honeybees in 3D at the beehive entrance using stereo vision.

Guillaume Chiron, Petra Gomez-Krämer, Michel Ménard

EURASIP J. Image Video Process., 2013

3D Tracking of Honeybees Enhanced by Environmental Context.

Guillaume Chiron, Petra Gomez-Krämer, Michel Ménard, Fabrice Requier

Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013