Bruno Cornelis

58 papers B 9C 2Misc 2Journal 33Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Calibration of Vehicular Traffic Simulation Models by Local Optimization.
CoRR
Davide Andrea Guastella, Alejandro Morales-Hernández, Bruno Cornelis, Gianluca Bontempi
2025 — conf
ChronoFusion: Spatio-Temporal Super-Resolution Based on Graph VAEs and Gated Fusion.
EUVIP
Seyed Mohamad Moghadas, Leandro Di Bella, Bruno Cornelis, Adrian Munteanu
2025 J jnl
FreqFlow: Long-term forecasting using lightweight flow matching.
CoRR
Seyed Mohamad Moghadas, Bruno Cornelis, Adrian Munteanu
2025 J jnl
HybridTrack: A Hybrid Approach for Robust Multi-Object Tracking.
CoRR
Leandro Di Bella, Yangxintong Lyu, Bruno Cornelis, Adrian Munteanu
2025 J jnl
HybridTrack: A Hybrid Approach for Robust Multi-Object Tracking.
IEEE Robotics Autom. Lett.
Leandro Di Bella, Yangxintong Lyu, Bruno Cornelis, Adrian Munteanu
2024 B conf
MonoKalman: Monocular Vehicle Pose Estimation with Kalman Filter-based temporal consistency.
MDM
Leandro Di Bella, Yangxintong Lyu, Bruno Cornelis, Adrian Munteanu
2024 B conf
STRADA: Spatial-Temporal Dashboard for traffic forecasting.
MDM
Seyed Mohamad Moghadas, Yangxintong Lyu, Bruno Cornelis, Adrian Munteanu
2023 — conf
Traffic Simulation with Incomplete Data: the Case of Brussels.
EMODE@SIGSPATIAL
Davide Andrea Guastella, Bruno Cornelis, Gianluca Bontempi
2022 J jnl
A Low-Power Distributed Visual Sensor Network for Real-Time Barcode Localization and Identification.
Sensors
Leander Hendrikx, Rui Zhong, Bruno Cornelis, Adrian Munteanu
2022 J jnl
Designing CNNs for Multimodal Image Restoration and Fusion via Unfolding the Method of Multipliers.
IEEE Trans. Circuits Syst. Video Technol.
Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
2022 J jnl
Framework for Vehicle Make and Model Recognition - A New Large-Scale Dataset and an Efficient Two-Branch-Two-Stage Deep Learning Architecture.
Sensors
Yangxintong Lyu, Ionut Schiopu, Bruno Cornelis, Adrian Munteanu
2022 — conf
Making Sense of ANPR Data via Intelligent Spatio-temporal Disaggregation of Traffic Flows.
ITSC
Michiel Dhont, Elena Tsiporkova, Nicolás González-Deleito, Bruno Cornelis
2021 J jnl
A Deep Learning Multimodal Method for Precipitation Estimation.
Remote. Sens.
Arthur Moraux, Steven Dewitte, Bruno Cornelis, Adrian Munteanu
2021 J jnl
Hilbert sEMG data scanning for hand gesture recognition based on deep learning.
Neural Comput. Appl.
Panagiotis Tsinganos, Bruno Cornelis, Jan Cornelis, Bart Jansen, Athanassios Skodras
2021 J jnl
Real-Time Instance Segmentation of Traffic Videos for Embedded Devices.
Sensors
Ruben Panero Martinez, Ionut Schiopu, Bruno Cornelis, Adrian Munteanu
2021 — conf
Transfer Learning in sEMG-based Gesture Recognition.
IISA
Panagiotis Tsinganos, Jan Cornelis, Bruno Cornelis, Bart Jansen, Athanassios Skodras
2020 J jnl
Crack Detection in Paintings Using Convolutional Neural Networks.
IEEE Access
Roman A. Sizyakin, Bruno Cornelis, Laurens Meeus, Hélène Dubois, Maximiliaan Martens, Viacheslav V. Voronin, Aleksandra Pizurica
2020 J jnl
Data Augmentation of Surface Electromyography for Hand Gesture Recognition.
Sensors
Panagiotis Tsinganos, Bruno Cornelis, Jan Cornelis, Bart Jansen, Athanassios Skodras
2020 — conf
Designing CNNs for Multimodal Image Super-Resolution via the Method of Multipliers.
EUSIPCO
Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
2020 J jnl
Interpretable Deep Multimodal Image Super-Resolution.
CoRR
Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
2020 B conf
Joint Image Super-Resolution Via Recurrent Convolutional Neural Networks With Coupled Sparse Priors.
ICIP
Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
2020 J jnl
Multimodal Deep Unfolding for Guided Image Super-Resolution.
CoRR
Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
2020 J jnl
Multimodal Deep Unfolding for Guided Image Super-Resolution.
IEEE Trans. Image Process.
Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
2020 J jnl
Multimodal Target Detection by Sparse Coding: Application to Paint Loss Detection in Paintings.
IEEE Trans. Image Process.
Shaoguang Huang, Bruno Cornelis, Bart Devolder, Maximiliaan Martens, Aleksandra Pizurica
2019 — conf
A Hilbert Curve Based Representation of sEMG Signals for Gesture Recognition.
IWSSIP
Panagiotis Tsinganos, Bruno Cornelis, Jan Cornelis, Bart Jansen, Athanassios Skodras
2019 — conf
Computer Aided Detection and Diagnosis System for Breast Cancer Detection Based on High Resolution 3D micro-CT Breast Microcalcifications.
BNAIC/BENELEARN
Redona Brahimetaj, Evgenia Papavasileiou, Frederik Temmermans, Bruno Cornelis, Inneke Willekens, Johan de Mey, Bart Jansen
2019 J jnl
Deep Learning for Precipitation Estimation from Satellite and Rain Gauges Measurements.
Remote. Sens.
Arthur Moraux, Steven Dewitte, Bruno Cornelis, Adrian Munteanu
2019 J jnl
Dictionary Learning-Based, Directional, and Optimized Prediction for Lenslet Image Coding.
IEEE Trans. Circuits Syst. Video Technol.
Rui Zhong, Ionut Schiopu, Bruno Cornelis, Shao-Ping Lu, Junsong Yuan, Adrian Munteanu
2019 Misc conf
Improved Gesture Recognition Based on sEMG Signals and TCN.
ICASSP
Panagiotis Tsinganos, Bruno Cornelis, Jan Cornelis, Bart Jansen, Athanassios Skodras
2019 B conf
Learned Multimodal Convolutional Sparse Coding for Guided Image Super-Resolution.
ICIP
Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
2019 — conf
Multimodal Image Super-resolution via Deep Unfolding with Side Information.
EUSIPCO
Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
2019 J jnl
Multimodal Image Super-resolution via Deep Unfolding with Side Information.
CoRR
Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
2018 J jnl
Accurate label-free 3-part leukocyte recognition with single cell lens-free imaging flow cytometry.
Comput. Biol. Medicine
Yuqian Li, Bruno Cornelis, Alexandra Dusa, Geert Vanmeerbeeck, Dries Vercruysse, Erik Sohn, Kamil Blaszkiewicz, Dimiter Prodanov, Peter Schelkens, Liesbet Lagae
2018 — conf
Deep Learning in EMG-based Gesture Recognition.
PhyCS
Panagiotis Tsinganos, Bruno Cornelis, Jan Cornelis, Bart Jansen, Athanassios Skodras
2018 — conf
Hand Gesture Recognition Based on EMG Data: A Convolutional Neural Network Approach.
PhyCS (Selected Papers)
Panagiotis Tsinganos, Bruno Cornelis, Jan Cornelis, Bart Jansen, Athanassios Skodras
2018 C conf
Towards a CAD System for Breast Cancer Based on Individual Microcalcifications?
HealthCom
Evgenia Papavasileiou, Redona Brahimetaj, Frederik Temmermans, Bruno Cornelis, Inneke Willekens, Johan de Mey, Bart Jansen
2018 Misc conf
Twitter User Geolocation Using Deep Multiview Learning.
ICASSP
Tien Huu Do, Duc Minh Nguyen, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
2018 J jnl
Twitter User Geolocation using Deep Multiview Learning.
CoRR
Tien Huu Do, Duc Minh Nguyen, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
2017 J jnl
Cradle Removal in X-Ray Images of Panel Paintings.
Image Process. Line
Gábor Fodor, Bruno Cornelis, Rujie Yin, Ann Dooms, Ingrid Daubechies
2017 B conf
Efficient directional and L1-optimized intra-prediction for light field image compression.
ICIP
Rui Zhong, Shizheng Wang, Bruno Cornelis, Yuanjin Zheng, Junsong Yuan, Adrian Munteanu
2017 J jnl
Multi-Modal Dictionary Learning for Image Separation With Application in Art Investigation.
IEEE Trans. Image Process.
Nikos Deligiannis, João F. C. Mota, Bruno Cornelis, Miguel R. D. Rodrigues, Ingrid Daubechies
2017 J jnl
Multiview Deep Learning for Predicting Twitter Users' Location.
CoRR
Tien Huu Do, Duc Minh Nguyen, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
2017 J jnl
Removal of Canvas Patterns in Digital Acquisitions of Paintings.
IEEE Trans. Image Process.
Bruno Cornelis, Haizhao Yang, Alex Goodfriend, Noelle Ocon, Jianfeng Lu, Ingrid Daubechies
2016 C conf
L1-optimized linear prediction for light field image compression.
PCS
Rui Zhong, Shizheng Wang, Bruno Cornelis, Yuanjin Zheng, Junsong Yuan, Adrian Munteanu
2016 J jnl
Multi-modal dictionary learning for image separation with application in art investigation.
CoRR
Nikos Deligiannis, João F. C. Mota, Bruno Cornelis, Miguel R. D. Rodrigues, Ingrid Daubechies
2016 J jnl
Removing Cradle Artifacts in X-Ray Images of Paintings.
SIAM J. Imaging Sci.
Rujie Yin, Bruno Cornelis, Gábor Fodor, Noelle Ocon, David B. Dunson, Ingrid Daubechies
2016 B conf
X-ray image separation via coupled dictionary learning.
ICIP
Nikos Deligiannis, João F. C. Mota, Bruno Cornelis, Miguel R. D. Rodrigues, Ingrid Daubechies
2016 J jnl
X-ray image separation via coupled dictionary learning.
CoRR
Nikos Deligiannis, João F. C. Mota, Bruno Cornelis, Miguel R. D. Rodrigues, Ingrid Daubechies
2015 J jnl
Digital Image Processing of The Ghent Altarpiece: Supporting the painting's study and conservation treatment.
IEEE Signal Process. Mag.
Aleksandra Pizurica, Ljiljana Platisa, Tijana Ruzic, Bruno Cornelis, Ann Dooms, Maximiliaan Martens, Hélène Dubois, Bart Devolder, Marc De Mey, Ingrid Daubechies
2014 B conf
Digital cradle removal in X-ray images of art paintings.
ICIP
Rujie Yin, David B. Dunson, Bruno Cornelis, Bill Brown, Noelle Ocon, Ingrid Daubechies
2014 J jnl
Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14).
CoRR
Laurent Jacques, Christophe De Vleeschouwer, Yannick Boursier, Prasad Sudhakar, C. De Mol, Aleksandra Pizurica, Sandrine Anthoine, Pierre Vandergheynst, Pascal Frossard, Cagdas Bilen, Srdan Kitic, Nancy Bertin, Rémi Gribonval, Nicolas Boumal, Bamdev Mishra, Pierre-Antoine Absil, Rodolphe Sepulchre, Shaun Bundervoet, Colas Schretter, Ann Dooms, Peter Schelkens, Olivier Chabiron, François Malgouyres, Jean-Yves Tourneret, Nicolas Dobigeon, Pierre Chainais, Cédric Richard, Bruno Cornelis, Ingrid Daubechies, David B. Dunson, Marie Danková, Pavel Rajmic, Kévin Degraux, Valerio Cambareri, Bert Geelen, Gauthier Lafruit, Gianluca Setti, Jean-François Determe, Jérôme Louveaux, François Horlin, Angélique Drémeau, Patrick Héas, Cédric Herzet, Vincent Duval, Gabriel Peyré, Alhussein Fawzi, Mike E. Davies, Nicolas Gillis, Stephen A. Vavasis, Charles Soussen, Luc Le Magoarou, Jingwei Liang, Jalal Fadili, Antoine Liutkus, David Martina, Sylvain Gigan, Laurent Daudet, Mauro Maggioni, Stanislav Minsker, Nate Strawn, C. Mory, Fred Maurice Ngolè Mboula, Jean-Luc Starck, Ignace Loris, Samuel Vaiter, Mohammad Golbabaee, Dejan Vukobratovic
2013 J jnl
Bayesian crack detection in ultra high resolution multimodal images of paintings
CoRR
Bruno Cornelis, Yun Yang, Joshua T. Vogelstein, Ann Dooms, Ingrid Daubechies, David B. Dunson
2013 — conf
Bayesian crack detection in ultra high resolution multimodal images of paintings.
DSP
Bruno Cornelis, Yun Yang, Joshua T. Vogelstein, Ann Dooms, Ingrid Daubechies, David B. Dunson
2013 J jnl
Crack detection and inpainting for virtual restoration of paintings: The case of the Ghent Altarpiece.
Signal Process.
Bruno Cornelis, Tijana Ruzic, E. Gezels, Ann Dooms, Aleksandra Pizurica, Ljiljana Platisa, Jan Cornelis, Maximiliaan Martens, Marc De Mey, Ingrid Daubechies
2012 J jnl
Digital canvas removal in paintings.
Signal Process.
Bruno Cornelis, Ann Dooms, Jan Cornelis, Peter Schelkens
2011 — conf
Digital painting analysis, at the cross section of engineering, mathematics and culture.
EUSIPCO
Bruno Cornelis, Ann Dooms, Jan Cornelis, Frederik Leen, Peter Schelkens
2011 B conf
Spatiogram features to characterize pearls in paintings.
ICIP
Ljiljana Platisa, Bruno Cornelis, Tijana Ruzic, Aleksandra Pizurica, Ann Dooms, Maximiliaan Martens, Marc De Mey, Ingrid Daubechies
2011 B conf
Virtual Restoration of the Ghent Altarpiece Using Crack Detection and Inpainting.
ACIVS
Tijana Ruzic, Bruno Cornelis, Ljiljana Platisa, Aleksandra Pizurica, Ann Dooms, Wilfried Philips, Maximiliaan Martens, Marc De Mey, Ingrid Daubechies