Joris Guérin

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 40

Top Topics

Practical Implementations

Object Detection

Top Venues

VISIGRAPP (5: VISAPP)

Comput. Intell.

Publications

Eduardo de O. Andrade, Joris Guérin, José Viterbo, Igor Garcia Ballhausen Sampaio
Adversarial attacks and defenses in person search: A systematic mapping study and taxonomy. Image Vis. Comput. 148 (2024)
Khoi Tran Dang, Kevin Delmas, Jérémie Guiochet, Joris Guérin
Can we Defend Against the Unknown? An Empirical Study About Threshold Selection for Neural Network Monitoring. CoRR (2024)
Igor Garcia Ballhausen Sampaio, José Viterbo, Joris Guérin
Improving robustness of industrial object detection by automatic generation of synthetic images from CAD models. Comput. Intell. 39 (3) (2023)
Raul Sena Ferreira, Joris Guérin, Jérémie Guiochet, Hélène Waeselynck
SENA: Similarity-Based Error-Checking of Neural Activations. ECAI (2023)
Eduardo de O. Andrade, Igor Garcia Ballhausen Sampaio, Joris Guérin, José Viterbo
Combining Two Adversarial Attacks Against Person Re-Identification Systems. CoRR (2023)
Joris Guérin, Kevin Delmas, Raul Sena Ferreira, Jérémie Guiochet
Out-of-Distribution Detection Is Not All You Need. AAAI (2023)
Jose Huaman, Felix O. Sumari H., Luigy Machaca, Esteban Clua, Joris Guérin
Benchmarking Person Re-Identification Datasets and Approaches for Practical Real-World Implementations. VISIGRAPP (5: VISAPP) (2023)
Eduardo de O. Andrade, Igor Garcia Ballhausen Sampaio, Joris Guérin, José Viterbo
Combining Two Adversarial Attacks Against Person Re-Identification Systems. VISIGRAPP (5: VISAPP) (2023)
Joris Guérin, Kevin Delmas, Jérémie Guiochet
Evaluation of Runtime Monitoring for UAV Emergency Landing. CoRR (2022)
Luigy Machaca, F. Oliver Sumari H., Jose Huaman, Esteban Clua, Joris Guérin
TrADe Re-ID - Live Person Re-Identification using Tracking and Anomaly Detection. ICMLA (2022)
Joris Guérin, Raul Sena Ferreira, Kevin Delmas, Jérémie Guiochet
Unifying Evaluation of Machine Learning Safety Monitors. ISSRE (2022)
Eduardo de O. Andrade, José Viterbo, Joris Guérin, Flávia Bernardini
Malware classification using word embeddings algorithms and long-short term memory networks. Comput. Intell. 38 (5) (2022)
Raul Sena Ferreira, Joris Guérin, Jérémie Guiochet, Hélène Waeselynck
SiMOOD: Evolutionary Testing Simulation With Out-Of-Distribution Images. PRDC (2022)
Joris Guérin, Raul Sena Ferreira, Kevin Delmas, Jérémie Guiochet
Unifying Evaluation of Machine Learning Safety Monitors. CoRR (2022)
Joris Guérin, Kevin Delmas, Raul Sena Ferreira, Jérémie Guiochet
Out-Of-Distribution Detection Is Not All You Need. CoRR (2022)
Jose Huaman, Felix O. Sumari, Luigy Machaca, Esteban Clua, Joris Guérin
Benchmarking person re-identification datasets and approaches for practical real-world implementations. CoRR (2022)
Joris Guérin, Kevin Delmas, Jérémie Guiochet
Evaluation of Runtime Monitoring for UAV Emergency Landing. ICRA (2022)
Luigy Machaca, F. Oliver Sumari H, Jose Huaman, Esteban Clua, Joris Guérin
TrADe Re-ID - Live Person Re-Identification using Tracking and Anomaly Detection. CoRR (2022)
Igor Garcia Ballhausen Sampaio, Luigy Machaca, José Viterbo, Joris Guérin
A novel method for object detection using deep learning and CAD models. CoRR (2021)
Joris Guérin, Stéphane Thiery, Eric Nyiri, Olivier Gibaru, Byron Boots
Combining pretrained CNN feature extractors to enhance clustering of complex natural images. Neurocomputing 423 (2021)
Joris Guérin, Kevin Delmas, Jérémie Guiochet
Certifying Emergency Landing for Safe Urban UAV. CoRR (2021)
Joris Guérin, Stéphane Thiery, Eric Nyiri, Olivier Gibaru, Byron Boots
Combining pretrained CNN feature extractors to enhance clustering of complex natural images. CoRR (2021)
Igor Garcia Ballhausen Sampaio, Luigy Machaca, José Viterbo, Joris Guérin
A Novel Method for Object Detection using Deep Learning and CAD Models. ICEIS (1) (2021)
Joris Guérin, Kevin Delmas, Jérémie Guiochet
Certifying Emergency Landing for Safe Urban UAV. DSN Workshops (2021)
Joris Guérin, Anne Magály de Paula Canuto, Luiz Marcos Garcia Gonçalves
Robust Detection of Objects under Periodic Motion with Gaussian Process Filtering. CoRR (2020)
Felix O. Sumari, Luigy Machaca, Jose Huaman, Esteban Walter Gonzalez Clua, Joris Guérin
Towards Practical Implementations of Person Re-Identification from Full Video Frames. CoRR (2020)
Felix O. Sumari, Luigy Machaca, Jose Huaman, Esteban W. G. Clua, Joris Guérin
Towards practical implementations of person re-identification from full video frames. Pattern Recognit. Lett. 138 (2020)
Joris Guérin, Anne Magály de Paula Canuto, Luiz Marcos Garcia Gonçalves
Robust Detection of Objects under Periodic Motion with Gaussian Process Filtering. ICMLA (2020)
Eduardo de O. Andrade, José Viterbo, Cristina N. Vasconcelos, Joris Guérin, Flávia Cristina Bernardini
A Model Based on LSTM Neural Networks to Identify Five Different Types of Malware. KES (2019)
Joris Guérin, Olivier Gibaru, Eric Nyiri, Stéphane Thiery, Jorge Palos
Automatic Construction of Real-World Datasets for 3D Object Localization Using Two Cameras. IECON (2018)
Joris Guérin, Byron Boots
Improving Image Clustering With Multiple Pretrained CNN Feature Extractors. CoRR (2018)
Joris Guérin, Olivier Gibaru, Eric Nyiri, Stéphane Thiery, Byron Boots
Semantically Meaningful View Selection. IROS (2018)
Joris Guérin, Olivier Gibaru, Eric Nyiri, Stéphane Thiery, Byron Boots
Semantically Meaningful View Selection. CoRR (2018)
Joris Guérin, Byron Boots
Improving Image Clustering With Multiple Pretrained CNN Feature Extractors. BMVC (2018)
Joris Guérin, Stéphane Thiery, Eric Nyiri, Olivier Gibaru
Unsupervised robotic sorting: Towards autonomous decision making robots. CoRR (2018)
Joris Guérin, Olivier Gibaru, Eric Nyiri, Stéphane Thiery
Learning local trajectories for high precision robotic tasks : application to KUKA LBR iiwa Cartesian positioning. CoRR (2017)
Joris Guérin, Olivier Gibaru, Stéphane Thiery, Eric Nyiri
Clustering for Different Scales of Measurement - the Gap-Ratio Weighted K-means Algorithm. CoRR (2017)
Joris Guérin, Olivier Gibaru, Eric Nyiri, Stéphane Thiery
Automatic Construction of Real-World Datasets for 3D Object Localization using Two Cameras. CoRR (2017)
Joris Guérin, Olivier Gibaru, Stéphane Thiery, Eric Nyiri
CNN features are also great at unsupervised classification. CoRR (2017)
Joris Guérin, Olivier Gibaru, Eric Nyiri, Stéphane Thiery
Learning local trajectories for high precision robotic tasks: Application to KUKA LBR iiwa Cartesian positioning. IECON (2016)