Bruno Cornelis

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 43

Top Topics

Convolutional Neural Networks

Gesture Recognition

Top Venues

IEEE Trans. Image Process.

Publications

Leandro Di Bella, Yangxintong Lyu, Bruno Cornelis, Adrian Munteanu
MonoKalman: Monocular Vehicle Pose Estimation with Kalman Filter-based temporal consistency. MDM (2024)
Seyed Mohamad Moghadas, Yangxintong Lyu, Bruno Cornelis, Adrian Munteanu
STRADA: Spatial-Temporal Dashboard for traffic forecasting. MDM (2024)
Davide Andrea Guastella, Bruno Cornelis, Gianluca Bontempi
Traffic Simulation with Incomplete Data: the Case of Brussels. EMODE@SIGSPATIAL (2023)
Leander Hendrikx, Rui Zhong, Bruno Cornelis, Adrian Munteanu
A Low-Power Distributed Visual Sensor Network for Real-Time Barcode Localization and Identification. Sensors 22 (4) (2022)
Yangxintong Lyu, Ionut Schiopu, Bruno Cornelis, Adrian Munteanu
Framework for Vehicle Make and Model Recognition - A New Large-Scale Dataset and an Efficient Two-Branch-Two-Stage Deep Learning Architecture. Sensors 22 (21) (2022)
Michiel Dhont, Elena Tsiporkova, Nicolás González-Deleito, Bruno Cornelis
Making Sense of ANPR Data via Intelligent Spatio-temporal Disaggregation of Traffic Flows. ITSC (2022)
Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
Designing CNNs for Multimodal Image Restoration and Fusion via Unfolding the Method of Multipliers. IEEE Trans. Circuits Syst. Video Technol. 32 (9) (2022)
Panagiotis Tsinganos, Jan Cornelis, Bruno Cornelis, Bart Jansen, Athanassios Skodras
Transfer Learning in sEMG-based Gesture Recognition. IISA (2021)
Ruben Panero Martinez, Ionut Schiopu, Bruno Cornelis, Adrian Munteanu
Real-Time Instance Segmentation of Traffic Videos for Embedded Devices. Sensors 21 (1) (2021)
Arthur Moraux, Steven Dewitte, Bruno Cornelis, Adrian Munteanu
A Deep Learning Multimodal Method for Precipitation Estimation. Remote. Sens. 13 (16) (2021)
Panagiotis Tsinganos, Bruno Cornelis, Jan Cornelis, Bart Jansen, Athanassios Skodras
Hilbert sEMG data scanning for hand gesture recognition based on deep learning. Neural Comput. Appl. 33 (7) (2021)
Panagiotis Tsinganos, Bruno Cornelis, Jan Cornelis, Bart Jansen, Athanassios Skodras
Data Augmentation of Surface Electromyography for Hand Gesture Recognition. Sensors 20 (17) (2020)
Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
Designing CNNs for Multimodal Image Super-Resolution via the Method of Multipliers. EUSIPCO (2020)
Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
Interpretable Deep Multimodal Image Super-Resolution. CoRR (2020)
Roman A. Sizyakin, Bruno Cornelis, Laurens Meeus, Hélène Dubois, Maximiliaan Martens, Viacheslav V. Voronin, Aleksandra Pizurica
Crack Detection in Paintings Using Convolutional Neural Networks. IEEE Access 8 (2020)
Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
Multimodal Deep Unfolding for Guided Image Super-Resolution. CoRR (2020)
Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
Joint Image Super-Resolution Via Recurrent Convolutional Neural Networks With Coupled Sparse Priors. ICIP (2020)
Shaoguang Huang, Bruno Cornelis, Bart Devolder, Maximiliaan Martens, Aleksandra Pizurica
Multimodal Target Detection by Sparse Coding: Application to Paint Loss Detection in Paintings. IEEE Trans. Image Process. 29 (2020)
Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
Multimodal Deep Unfolding for Guided Image Super-Resolution. IEEE Trans. Image Process. 29 (2020)
Arthur Moraux, Steven Dewitte, Bruno Cornelis, Adrian Munteanu
Deep Learning for Precipitation Estimation from Satellite and Rain Gauges Measurements. Remote. Sens. 11 (21) (2019)
Panagiotis Tsinganos, Bruno Cornelis, Jan Cornelis, Bart Jansen, Athanassios Skodras
Improved Gesture Recognition Based on sEMG Signals and TCN. ICASSP (2019)
Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
Multimodal Image Super-resolution via Deep Unfolding with Side Information. CoRR (2019)
Redona Brahimetaj, Evgenia Papavasileiou, Frederik Temmermans, Bruno Cornelis, Inneke Willekens, Johan de Mey, Bart Jansen
Computer Aided Detection and Diagnosis System for Breast Cancer Detection Based on High Resolution 3D micro-CT Breast Microcalcifications. BNAIC/BENELEARN (2019)
Panagiotis Tsinganos, Bruno Cornelis, Jan Cornelis, Bart Jansen, Athanassios Skodras
A Hilbert Curve Based Representation of sEMG Signals for Gesture Recognition. IWSSIP (2019)
Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
Multimodal Image Super-resolution via Deep Unfolding with Side Information. EUSIPCO (2019)
Rui Zhong, Ionut Schiopu, Bruno Cornelis, Shao-Ping Lu, Junsong Yuan, Adrian Munteanu
Dictionary Learning-Based, Directional, and Optimized Prediction for Lenslet Image Coding. IEEE Trans. Circuits Syst. Video Technol. 29 (4) (2019)
Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
Learned Multimodal Convolutional Sparse Coding for Guided Image Super-Resolution. ICIP (2019)
Evgenia Papavasileiou, Redona Brahimetaj, Frederik Temmermans, Bruno Cornelis, Inneke Willekens, Johan de Mey, Bart Jansen
Towards a CAD System for Breast Cancer Based on Individual Microcalcifications? HealthCom (2018)
Tien Huu Do, Duc Minh Nguyen, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
Twitter User Geolocation using Deep Multiview Learning. CoRR (2018)
Panagiotis Tsinganos, Bruno Cornelis, Jan Cornelis, Bart Jansen, Athanassios Skodras
Hand Gesture Recognition Based on EMG Data: A Convolutional Neural Network Approach. PhyCS (Selected Papers) (2018)
Tien Huu Do, Duc Minh Nguyen, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
Twitter User Geolocation Using Deep Multiview Learning. ICASSP (2018)
Yuqian Li, Bruno Cornelis, Alexandra Dusa, Geert Vanmeerbeeck, Dries Vercruysse, Erik Sohn, Kamil Blaszkiewicz, Dimiter Prodanov, Peter Schelkens, Liesbet Lagae
Accurate label-free 3-part leukocyte recognition with single cell lens-free imaging flow cytometry. Comput. Biol. Medicine 96 (2018)
Panagiotis Tsinganos, Bruno Cornelis, Jan Cornelis, Bart Jansen, Athanassios Skodras
Deep Learning in EMG-based Gesture Recognition. PhyCS (2018)
Tien Huu Do, Duc Minh Nguyen, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
Multiview Deep Learning for Predicting Twitter Users' Location. CoRR (2017)
Nikos Deligiannis, João F. C. Mota, Bruno Cornelis, Miguel R. D. Rodrigues, Ingrid Daubechies
Multi-Modal Dictionary Learning for Image Separation With Application in Art Investigation. IEEE Trans. Image Process. 26 (2) (2017)
Rui Zhong, Shizheng Wang, Bruno Cornelis, Yuanjin Zheng, Junsong Yuan, Adrian Munteanu
Efficient directional and L1-optimized intra-prediction for light field image compression. ICIP (2017)
Gábor Fodor, Bruno Cornelis, Rujie Yin, Ann Dooms, Ingrid Daubechies
Cradle Removal in X-Ray Images of Panel Paintings. Image Process. Line 7 (2017)
Bruno Cornelis, Haizhao Yang, Alex Goodfriend, Noelle Ocon, Jianfeng Lu, Ingrid Daubechies
Removal of Canvas Patterns in Digital Acquisitions of Paintings. IEEE Trans. Image Process. 26 (1) (2017)
Nikos Deligiannis, João F. C. Mota, Bruno Cornelis, Miguel R. D. Rodrigues, Ingrid Daubechies
X-ray image separation via coupled dictionary learning. ICIP (2016)
Nikos Deligiannis, João F. C. Mota, Bruno Cornelis, Miguel R. D. Rodrigues, Ingrid Daubechies
X-ray image separation via coupled dictionary learning. CoRR (2016)
Rujie Yin, Bruno Cornelis, Gábor Fodor, Noelle Ocon, David B. Dunson, Ingrid Daubechies
Removing Cradle Artifacts in X-Ray Images of Paintings. SIAM J. Imaging Sci. 9 (3) (2016)
Nikos Deligiannis, João F. C. Mota, Bruno Cornelis, Miguel R. D. Rodrigues, Ingrid Daubechies
Multi-modal dictionary learning for image separation with application in art investigation. CoRR (2016)
Rui Zhong, Shizheng Wang, Bruno Cornelis, Yuanjin Zheng, Junsong Yuan, Adrian Munteanu
L1-optimized linear prediction for light field image compression. PCS (2016)
Aleksandra Pizurica, Ljiljana Platisa, Tijana Ruzic, Bruno Cornelis, Ann Dooms, Maximiliaan Martens, Hélène Dubois, Bart Devolder, Marc De Mey, Ingrid Daubechies
Digital Image Processing of The Ghent Altarpiece: Supporting the painting's study and conservation treatment. IEEE Signal Process. Mag. 32 (4) (2015)
Rujie Yin, David B. Dunson, Bruno Cornelis, Bill Brown, Noelle Ocon, Ingrid Daubechies
Digital cradle removal in X-ray images of art paintings. ICIP (2014)
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
Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14). CoRR (2014)
Bruno Cornelis, Yun Yang, Joshua T. Vogelstein, Ann Dooms, Ingrid Daubechies, David B. Dunson
Bayesian crack detection in ultra high resolution multimodal images of paintings CoRR (2013)
Bruno Cornelis, Yun Yang, Joshua T. Vogelstein, Ann Dooms, Ingrid Daubechies, David B. Dunson
Bayesian crack detection in ultra high resolution multimodal images of paintings. DSP (2013)
Bruno Cornelis, Tijana Ruzic, E. Gezels, Ann Dooms, Aleksandra Pizurica, Ljiljana Platisa, Jan Cornelis, Maximiliaan Martens, Marc De Mey, Ingrid Daubechies
Crack detection and inpainting for virtual restoration of paintings: The case of the Ghent Altarpiece. Signal Process. 93 (3) (2013)
Bruno Cornelis, Ann Dooms, Jan Cornelis, Peter Schelkens
Digital canvas removal in paintings. Signal Process. 92 (4) (2012)
Ljiljana Platisa, Bruno Cornelis, Tijana Ruzic, Aleksandra Pizurica, Ann Dooms, Maximiliaan Martens, Marc De Mey, Ingrid Daubechies
Spatiogram features to characterize pearls in paintings. ICIP (2011)
Tijana Ruzic, Bruno Cornelis, Ljiljana Platisa, Aleksandra Pizurica, Ann Dooms, Wilfried Philips, Maximiliaan Martens, Marc De Mey, Ingrid Daubechies
Virtual Restoration of the Ghent Altarpiece Using Crack Detection and Inpainting. ACIVS (2011)
Bruno Cornelis, Ann Dooms, Jan Cornelis, Frederik Leen, Peter Schelkens
Digital painting analysis, at the cross section of engineering, mathematics and culture. EUSIPCO (2011)