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2021 
The Effect of Space-filling Curves on the Efficiency of Hand Gesture Recognition Based on sEMG Signals

Tsinganos, P, Cornelis, B, Cornelis, JPH, Jansen, B & Skodras, A 2021, 'The Effect of Space-filling Curves on the Efficiency of Hand Gesture Recognition Based on sEMG Signals', International Journal of Electrical and Computer Engineering Systems, vol. 12, no. 1, pp. 23-31. https://doi.org/10.32985/ijeces.12.1.3

Real-Time Instance Segmentation of Traffic Videos for Embedded Devices

Panero Martinez, R, Schiopu, I, Cornelis, B & Munteanu, A 2021, 'Real-Time Instance Segmentation of Traffic Videos for Embedded Devices', Sensors, vol. 21, no. 1, 275. https://doi.org/10.3390/s21010275

Transfer Learning in sEMG-based Gesture Recognition

Tsinganos, P, Cornelis, JPH, Cornelis, B, Jansen, B & Skodras, A 2021, Transfer Learning in sEMG-based Gesture Recognition. in 2021 12th International Conference on Information, Intelligence, Systems & Applications (IISA)., 9555555, IISA 2021 - 12th International Conference on Information, Intelligence, Systems and Applications, IEEE, 12th International Conference on Information, Intelligence, Systems & Applications (IISA), Chania, Greece, 12/07/21. https://doi.org/10.1109/IISA52424.2021.9555555

 
2020 
Multimodal Deep Unfolding for Guided Image Super-Resolution

Marivani, I, Tsiligianni, E, Cornelis, B & Deligiannis, N 2020, 'Multimodal Deep Unfolding for Guided Image Super-Resolution', IEEE Transactions on Image Processing, vol. 29, pp. 8443-8456. https://doi.org/10.1109/TIP.2020.3014729

Designing CNNs for Multimodal Image Super-Resolution via the Method of Multipliers

Marivani, I, Tsiligianni, E, Cornelis, B & Deligiannis, N 2020, Designing CNNs for Multimodal Image Super-Resolution via the Method of Multipliers. in European Signal Processing Conference (EUSIPCO). IEEE, 28th European Signal Processing Conference, Amsterdam, Netherlands, 18/01/21.

 
2019 
Deep Learning for Precipitation Estimation from Satellite and Rain Gauges Measurements

Moraux, A, Dewitte, S, Cornelis, B & Munteanu, A 2019, 'Deep Learning for Precipitation Estimation from Satellite and Rain Gauges Measurements', Remote Sensing, vol. 11, no. 21, 2463.

Hand Gesture Recognition Based on EMG Data: A Convolutional Neural Network Approach

Tsinganos, P, Cornelis, B, Cornelis, J, Jansen, B & Skodras, A 2019, Hand Gesture Recognition Based on EMG Data: A Convolutional Neural Network Approach. in Holzinger A., Pope A., Plácido da Silva H. (eds) Physiological Computing Systems. PhyCS 2016, PhyCS 2017, PhyCS 2018. Lecture Notes in Computer Science. vol. 10057, Springer, pp. 180-197. https://doi.org/10.1007/978-3-030-27950-9_10

Computer Aided Detection and Diagnosis System for Breast Cancer Detection Based on High Resolution 3D micro-CT Breast Microcalcifications

Brahimetaj, R, Papavasileiou, E, Temmermans, F, Cornelis, B, Willekens, I, De Mey, J & Jansen, B 2019, 'Computer Aided Detection and Diagnosis System for Breast Cancer Detection Based on High Resolution 3D micro-CT Breast Microcalcifications', 31st Benelux Conference on Artificial Intelligence and the 28th Belgian Dutch Conference on Machine Learning, BNAIC/BENELEARN 2019, Brussels, Belgium, 6/11/19 - 8/11/19.

Fast and robust fourier domain-based cell differentiation

Cornelis, B, Schelkens, P, Blinder, D & Jansen, B, Fast and robust fourier domain-based cell differentiation, Patent No. EP3502660A.

Fast and robust fourier domain-based cell differentiation

Cornelis, B, Blinder, D, Schelkens, P & Jansen, B, Fast and robust fourier domain-based cell differentiation, Patent No. WO2019122452.

 
2018 
Towards a CAD System for Breast Cancer Based on Individual Microcalcifications?

Papavasileiou, E, Brahimetaj, R, Temmermans, F, Cornelis, B, Willekens, I, De Mey, J & Jansen, B 2018, Towards a CAD System for Breast Cancer Based on Individual Microcalcifications? in 2018 IEEE 20th International Conference on e-Health Networking, Applications and Services, Healthcom 2018: Decision Support Systems for Oncology., 8531134, IEEE, pp. 1-5, 2018 IEEE 20th International Conference on e-Health Networking, Applications and Services, Ostrava, Czech Republic, 17/09/18. https://doi.org/10.1109/HealthCom.2018.8531134

Fast and robust Fourier domain-based classification for on-chip lens-free flow cytometry

Cornelis, B, Blinder, D, Jansen, B, Lagae, L & Schelkens, P 2018, 'Fast and robust Fourier domain-based classification for on-chip lens-free flow cytometry', Optics Express, vol. 26, no. 11, pp. 14329-14339. https://doi.org/10.1364/OE.26.014329

Accurate label-free 3-part leukocyte recognition with single cell lens-free imaging flow cytometry

Li, Y, Cornelis, B, Dusa, A, Vanmeerbeeck, G, Sohn, E, Blaszkiewicz, K, Prodanov, D, Schelkens, P & Lagae, L 2018, 'Accurate label-free 3-part leukocyte recognition with single cell lens-free imaging flow cytometry', Computers in Biology and Medicine, vol. 96, pp. 147-156. https://doi.org/10.1016/j.compbiomed.2018.03.008

Can Analysis of Individual Microcalcifications Lead to a CAD System for Breast Cancer?

Papavasileiou, E, Brahimetaj, R, Temmermans, F, Cornelis, B, Willekens, I, De Mey, J & Jansen, B 2018, 'Can Analysis of Individual Microcalcifications Lead to a CAD System for Breast Cancer?', 17th National Day on Biomedical Engineering, Brussels, Belgium, 30/11/18.

 
2012 
Inzoomen op het Lam Gods

Temmermans, F, Cornelis, B, Vanhamel, I, Fodor, G & Dooms, A 2012, 'Inzoomen op het Lam Gods' Eos Magazine, vol. 29, no. 6, pp. 102-103.

Digital canvas removal in paintings

Cornelis, B, Dooms, A, Cornelis, J & Schelkens, P 2012, 'Digital canvas removal in paintings', Signal Processing, vol. 92, pp. 1166-1171. <http://www.sciencedirect.com/science/article/pii/S0165168411003975>

Closer to Van Eyck - an Artwork in Digital Image Processing

Temmermans, F, Cornelis, B, Vanhamel, I, Fodor, G & Dooms, A 2012, 'Closer to Van Eyck - an Artwork in Digital Image Processing' DSP Valley Newsletter, no. 2, pp. 1-3.

 
2011 
Vorderingsverslag doctoraat 2010-2011: Directionele Basistransformaties - Theorie en Applicaties

Cornelis, B 2011, Vorderingsverslag doctoraat 2010-2011: Directionele Basistransformaties - Theorie en Applicaties. Vorderingsverslag doctoraat 2010-2011 edn, Unknown.

Virtual Restoration of the Ghent Altarpiece Using Crack Detection and Inpainting

Ruzic, T, Cornelis, B, Platisa, L, Pizurica, A, Dooms, A, Philips, W, Martens, M, De Mey, M & Daubechies, I 2011, Virtual Restoration of the Ghent Altarpiece Using Crack Detection and Inpainting. in Advanced Concepts for Intelligent Vision Systems (ACIVS) 2011, Ghent, Belgium. vol. 6915, Lecture Notes in Computer Science, Springer, pp. 417-428, Unknown, 1/01/11.

Spatiogram features to characterize pearls in paintings

Platisa, L, Cornelis, B, Ruzic, T, Pizurica, A, Dooms, A, Martens, M, De Mey, M & Daubechies, I 2011, Spatiogram features to characterize pearls in paintings. in 18th IEEE International Conference on Image Processing (ICIP 2011), Brussels, Belgium. Unknown, 1/01/11.

 
2010 
Teaching a computer about shapes in paintings

Cornelis, B, Ruzic, T, Platisa, L, Dooms, A, Pizurica, A, Martens, M, De Mey, M & Daubechies, I 2010, Teaching a computer about shapes in paintings. in Vision and Material - Interaction between Art and Science in Jan van Eyck’s Time, (24-26 November 2010), (VLAC), Brussels (Belgium). Unknown, 26/11/10.

Pearls and beads in Jan van Eyck’s paintings

Platisa, L, Cornelis, B, Ruzic, T, Pizurica, A, Dooms, A, Martens, M, De Mey, M & Daubechies, I 2010, Pearls and beads in Jan van Eyck’s paintings. in Vision and Material - Interaction between Art and Science in Jan van Eyck’s Time, (24-26 November 2010), (VLAC), Brussels (Belgium). Unknown, 26/11/10.

Craquelure inpainting in art work

Ruzic, T, Cornelis, B, Platisa, L, Dooms, A, Pizurica, A, Martens, M, De Mey, M & Daubechies, I 2010, Craquelure inpainting in art work. in Vision and Material - Interaction between Art and Science in Jan van Eyck’s Time, (24-26 November 2010), (VLAC), Brussels (Belgium). Unknown, 26/11/10.

Een blik achter het schilderij

Dooms, A, Cornelis, B & Leen, F 2010, 'Een blik achter het schilderij' Eos Magazine, no. Special - Digitale samenleving, pp. 24-24.

Vorderingsverslag doctoraat 2009-2010: Directionele Basistransformaties - Theorie and Applicaties

Cornelis, B 2010, Vorderingsverslag doctoraat 2009-2010: Directionele Basistransformaties - Theorie and Applicaties. Vorderingsverslag doctoraat 2009-2010 edn, Unknown.

Experimental study of canvas characterization for paintings

Cornelis, B, Dooms, A, Munteanu, A, Cornelis, J & Schelkens, P 2010, Experimental study of canvas characterization for paintings. in IS&T/SPIE Electronic Imaging 2010, San Jose, USA. vol. 7531, Computer Vision and Image Analysis of Art, Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, Stockholm, Sweden, 21/09/09.

 
2009 
Vorderingsverslag doctoraat 2008-2009: Directionele Basistransformaties - Theorie and Applicaties

Cornelis, B 2009, Vorderingsverslag doctoraat 2008-2009: Directionele Basistransformaties - Theorie and Applicaties. Vorderingsverslag doctoraat 2008-2009 edn, Unknown.

 
 
Multimodal Image Super-Resolution via Deep Unfolding with Side Information

Marivani, I, Tsiligianni, E, Cornelis, B & Deligiannis, N 2019, Multimodal Image Super-Resolution via Deep Unfolding with Side Information. in European Signal Processing Conference (EUSIPCO) 2019. European Signal Processing Conference, vol. 2019-September, IEEE, pp. 1-5, 27th European Signal Processing Conference, A Coruña, Spain, 2/09/19. https://doi.org/10.23919/EUSIPCO.2019.8903106

Learned Multimodal Convolutional Sparse Coding for Guided Image Super-Resolution

Marivani, I, Tsiligianni, E, Cornelis, B & Deligiannis, N 2019, Learned Multimodal Convolutional Sparse Coding for Guided Image Super-Resolution. in 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings., 8803313, Proceedings - International Conference on Image Processing, ICIP, vol. 2019-September, IEEE, pp. 2891-2895, IEEE International Conference on Image Processing 2019, Taipei, Taiwan, Province of China, 22/09/19. https://doi.org/10.1109/ICIP.2019.8803313

Interpretable Deep Multimodal Image Super-Resolution

Marivani, I, Tsiligianni, E, Cornelis, B & Deligiannis, N 2021, Interpretable Deep Multimodal Image Super-Resolution. in iTWIST : international Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques. pp. 421-429, iTWIST'20 : international Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques, Nantes, France, 2/12/20. <https://arxiv.org/abs/2009.03118>

Multispectral imaging for digital painting analysis: a Gauguin case study

Cornelis, B, Dooms, A, Leen, F, Munteanu, A & Schelkens, P 2010, Multispectral imaging for digital painting analysis: a Gauguin case study. in AG Tescher (ed.), Proceedings of SPIE, Applications of Digital Image Processing XXXIII, San Diego, USA. vol. 7798, Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, Stockholm, Sweden, 21/09/09.

Spatiogram features to characterize pearls in the Ghent altarpiece

Platisa, L, Cornelis, B, Ruzic, T, Pizurica, A, Dooms, A, Martens, M, De Mey, M & Daubechies, I 2012, Spatiogram features to characterize pearls in the Ghent altarpiece. in Symposium XVIII for the Study of Underdrawing and Technology in Paintings. Colloquium Van Eyck Studies, Unknown, 20/09/12.

Highlights as Anchor Points in Jan van Eyck’s Inverse Optics

De Mey, M, Martens, M, Pizurica, A, Dooms, A, Daubechies, I, Platisa, L, Ruzic, T & Cornelis, B 2012, Highlights as Anchor Points in Jan van Eyck’s Inverse Optics. in Symposium XVIII for the Study of Underdrawing and Technology in Paintings. Colloquium Van Eyck Studies, Unknown, 21/09/12.