Nicolas Hueber

According to our database, Nicolas Hueber authored at least 12 papers between 2010 and 2021.

Collaborative distances:

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

2021

Self-Supervised Learning for Autonomous Vehicles Perception: A Conciliation Between Analytical and Learning Methods.

Florent Chiaroni, Mohamed-Cherif Rahal, Nicolas Hueber, Frédéric Dufaux

IEEE Signal Process. Mag., 2021

2020

Counter-examples generation from a positive unlabeled image dataset.

Florent Chiaroni, Ghazaleh Khodabandelou, Mohamed-Cherif Rahal, Nicolas Hueber, Frédéric Dufaux

Pattern Recognit., 2020

Novelty Detection in Images Using Vector Quantization with Topological Learning.

Yann Bernard, Nicolas Hueber, Bernard Girau

Proceedings of the 27th IEEE International Conference on Electronics, Circuits and Systems, 2020

A Fast Algorithm to Find Best Matching Units in Self-Organizing Maps.

Yann Bernard, Nicolas Hueber, Bernard Girau

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

2019

Generating Relevant Counter-Examples from a Positive Unlabeled Dataset for Image Classification.

Florent Chiaroni, Ghazaleh Khodabandelou, Mohamed-Cherif Rahal, Nicolas Hueber, Frédéric Dufaux

CoRR, 2019

Novelty Detection with Self-Organizing Maps for Autonomous Extraction of Salient Tracking Features.

Yann Bernard, Nicolas Hueber, Bernard Girau

Proceedings of the Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization, 2019

Hallucinating A Cleanly Labeled Augmented Dataset from A Noisy Labeled Dataset Using GAN.

Florent Chiaroni, Mohamed-Cherif Rahal, Nicolas Hueber, Frédéric Dufaux

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018

Classification d'images en apprenant sur des échantillons positifs et non labélisés avec un réseau antagoniste génératif(Image classification by learning on positive and unlabeled samples with a generative adversarial network).

Florent Chiaroni, Mohamed-Cherif Rahal, Frédéric Dufaux, Nicolas Hueber

Proceedings of the Actes de la Conférence Nationale d'Intelligence Artificielle et Rencontres des Jeunes Chercheurs en Intelligence Artificielle (CNIA+RJCIA 2018), 2018

Learning with A Generative Adversarial Network From a Positive Unlabeled Dataset for Image Classification.

Florent Chiaroni, Mohamed-Cherif Rahal, Nicolas Hueber, Frédéric Dufaux

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Bio-Inspired Perception Sensor (BIPS) Concept Analysis for Embedded Applications.

Louise Sarrabezolles, Antoine Manzanera, Nicolas Hueber

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

2013

A robust heart sounds segmentation module based on S-transform.

Ali Moukadem, Alain Dieterlen, Nicolas Hueber, Christian Brandt

Biomed. Signal Process. Control., 2013

2010

Automatic Pedestrian Detection and Counting Applied to Urban Planning.

Thomas Michelat, Nicolas Hueber, Pierre Raymond, Alexander Pichler, Pascal Schaal, Bernard Dugaret

Proceedings of the Ambient Intelligence, 2010