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2020 – today
- 2024
[c24]Leandro Di Bella, Yangxintong Lyu, Bruno Cornelis, Adrian Munteanu:
MonoKalman: Monocular Vehicle Pose Estimation with Kalman Filter-based temporal consistency. MDM 2024: 247-250- [c23]Seyed Mohamad Moghadas, Yangxintong Lyu, Bruno Cornelis, Adrian Munteanu:
STRADA: Spatial-Temporal Dashboard for traffic forecasting. MDM 2024: 251-254 - 2023
- [c22]Davide Andrea Guastella
, Bruno Cornelis, Gianluca Bontempi:
Traffic Simulation with Incomplete Data: the Case of Brussels. EMODE@SIGSPATIAL 2023: 15-24 - 2022
- [j20]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): 1433 (2022) - [j19]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): 8439 (2022) - [j18]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): 5830-5845 (2022) - [c21]Michiel Dhont, Elena Tsiporkova, Nicolás González-Deleito, Bruno Cornelis:
Making Sense of ANPR Data via Intelligent Spatio-temporal Disaggregation of Traffic Flows. ITSC 2022: 1433-1439 - 2021
- [j17]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): 2645-2666 (2021) - [j16]Arthur Moraux, Steven Dewitte, Bruno Cornelis, Adrian Munteanu:
A Deep Learning Multimodal Method for Precipitation Estimation. Remote. Sens. 13(16): 3278 (2021) - [j15]Ruben Panero Martinez, Ionut Schiopu, Bruno Cornelis, Adrian Munteanu:
Real-Time Instance Segmentation of Traffic Videos for Embedded Devices. Sensors 21(1): 275 (2021) - [c20]Panagiotis Tsinganos, Jan Cornelis, Bruno Cornelis, Bart Jansen, Athanassios Skodras:
Transfer Learning in sEMG-based Gesture Recognition. IISA 2021: 1-7 - 2020
- [j14]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: 74535-74552 (2020) - [j13]Panagiotis Tsinganos, Bruno Cornelis, Jan Cornelis, Bart Jansen, Athanassios Skodras:
Data Augmentation of Surface Electromyography for Hand Gesture Recognition. Sensors 20(17): 4892 (2020) - [j12]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: 7681-7696 (2020) - [j11]Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis:
Multimodal Deep Unfolding for Guided Image Super-Resolution. IEEE Trans. Image Process. 29: 8443-8456 (2020) - [c19]Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis:
Designing CNNs for Multimodal Image Super-Resolution via the Method of Multipliers. EUSIPCO 2020: 780-783 - [c18]Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis:
Joint Image Super-Resolution Via Recurrent Convolutional Neural Networks With Coupled Sparse Priors. ICIP 2020: 868-872 - [i9]Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis:
Multimodal Deep Unfolding for Guided Image Super-Resolution. CoRR abs/2001.07575 (2020) - [i8]Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis:
Interpretable Deep Multimodal Image Super-Resolution. CoRR abs/2009.03118 (2020)
2010 – 2019
- 2019
- [j10]Arthur Moraux, Steven Dewitte, Bruno Cornelis, Adrian Munteanu:
Deep Learning for Precipitation Estimation from Satellite and Rain Gauges Measurements. Remote. Sens. 11(21): 2463 (2019) - [j9]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): 1116-1129 (2019) - [c17]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 - [c16]Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis:
Multimodal Image Super-resolution via Deep Unfolding with Side Information. EUSIPCO 2019: 1-5 - [c15]Panagiotis Tsinganos, Bruno Cornelis, Jan Cornelis, Bart Jansen, Athanassios Skodras:
Improved Gesture Recognition Based on sEMG Signals and TCN. ICASSP 2019: 1169-1173 - [c14]Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis:
Learned Multimodal Convolutional Sparse Coding for Guided Image Super-Resolution. ICIP 2019: 2891-2895 - [c13]Panagiotis Tsinganos, Bruno Cornelis, Jan Cornelis, Bart Jansen, Athanassios Skodras:
A Hilbert Curve Based Representation of sEMG Signals for Gesture Recognition. IWSSIP 2019: 201-206 - [i7]Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis:
Multimodal Image Super-resolution via Deep Unfolding with Side Information. CoRR abs/1910.08320 (2019) - 2018
- [j8]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: 147-156 (2018) - [c12]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: 1-5 - [c11]Tien Huu Do, Duc Minh Nguyen, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis:
Twitter User Geolocation Using Deep Multiview Learning. ICASSP 2018: 6304-6308 - [c10]Panagiotis Tsinganos, Bruno Cornelis, Jan Cornelis, Bart Jansen, Athanassios Skodras:
Deep Learning in EMG-based Gesture Recognition. PhyCS 2018: 107-114 - [c9]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: 180-197 - [i6]Tien Huu Do, Duc Minh Nguyen, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis:
Twitter User Geolocation using Deep Multiview Learning. CoRR abs/1805.04612 (2018) - 2017
- [j7]Gábor Fodor, Bruno Cornelis, Rujie Yin, Ann Dooms, Ingrid Daubechies:
Cradle Removal in X-Ray Images of Panel Paintings. Image Process. Line 7: 23-42 (2017) - [j6]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): 160-171 (2017) - [j5]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): 751-764 (2017) - [c8]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: 1172-1176 - [i5]Tien Huu Do, Duc Minh Nguyen, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis:
Multiview Deep Learning for Predicting Twitter Users' Location. CoRR abs/1712.08091 (2017) - 2016
- [j4]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): 1247-1272 (2016) - [c7]Nikos Deligiannis, João F. C. Mota, Bruno Cornelis, Miguel R. D. Rodrigues, Ingrid Daubechies:
X-ray image separation via coupled dictionary learning. ICIP 2016: 3533-3537 - [c6]Rui Zhong, Shizheng Wang, Bruno Cornelis, Yuanjin Zheng, Junsong Yuan, Adrian Munteanu:
L1-optimized linear prediction for light field image compression. PCS 2016: 1-5 - [i4]Nikos Deligiannis, João F. C. Mota, Bruno Cornelis, Miguel R. D. Rodrigues, Ingrid Daubechies:
X-ray image separation via coupled dictionary learning. CoRR abs/1605.06474 (2016) - [i3]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 abs/1607.04147 (2016) - 2015
- [j3]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): 112-122 (2015) - 2014
- [c5]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: 4299-4303 - [i2]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 abs/1410.0719 (2014) - 2013
- [j2]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): 605-619 (2013) - [c4]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: 1-8 - [i1]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 abs/1304.5894 (2013) - 2012
- [j1]Bruno Cornelis, Ann Dooms, Jan Cornelis, Peter Schelkens:
Digital canvas removal in paintings. Signal Process. 92(4): 1166-1171 (2012) - 2011
- [c3]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: 417-428 - [c2]Bruno Cornelis, Ann Dooms, Jan Cornelis, Frederik Leen, Peter Schelkens:
Digital painting analysis, at the cross section of engineering, mathematics and culture. EUSIPCO 2011: 1254-1258 - [c1]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: 801-804
Coauthor Index
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