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Journal Publications

2020

I. Marivani, E. Tsiligianni, B. Cornelis and N. Deligiannis, “Multimodal Deep Unfolding for Guided Image Super-Resolution,” IEEE Transactions on Image Processing, vol. 29, pp. 8443-8456, Aug. 2020.

P. Tsinganos, B. Cornelis, J. Cornelis, B. Jansen and A. Skodras, “Data Augmentation of Surface Electromyography for Hand Gesture Recognition,” Sensors, vol. 20, no. 17, pp. 23, Aug. 2020.

P. Tsinganos, B. Cornelis, B. Jansen, J. Cornelis and A. Skodras, “Hilbert sEMG data scanning for hand gesture recognition based on deep learning,” Neural Computing & Applications, vol. 2020, pp. 22, Jul. 2020.

2018

B. Cornelis, D. Blinder, B. Jansen, L. Lagae and P. Schelkens, “Fast and robust Fourier domain-based classification for on-chip lens-free flow cytometry,” Optics Express, vol. 26, no. 11, pp. 14329-14339, May. 2018.

R. Zhong, I. Schiopu, B. Cornelis, S. Lu, J. Yuan and A. Munteanu, “Dictionary Learning-based, Directional and Optimized Prediction for Lenslet Image Coding,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 29, no. 4, pp. 1116-1129, Apr. 2018.

Y. Li, B. Cornelis, A. Dusa, G. Vanmeerbeeck, E. Sohn, K. Blaszkiewicz, D. Prodanov, P. Schelkens and L. Lagae, “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, May. 2018.

2017

N. Deligiannis, J. Mota, B. Cornelis, M. Rodrigues and I. Daubechies, “Multi-Modal Dictionary Learning for Image Separation With Application In Art Investigation,” IEEE Transactions on Image Processing, vol. 26, no. 2, pp. 751-764, Feb. 2017.

G. Fodor, B. Cornelis, R. Yin, A. Dooms and I. Daubechies, “Cradle Removal in X-Ray Images of Panel Paintings,” IPOL Journal - Image Processing On Line, vol. 7, pp. 23-42, Jan. 2017.

2016

B. Cornelis, H. Yang, A. Goodfriend, N. Ocon, J. Lu and I. Daubechies, “Removal of Canvas Patterns in Digital Acquisitions of Paintings,” IEEE Transactions on Image Processing, vol. 1, no. 26, pp. 160-171, Oct. 2016.

R. Yin, B. Cornelis, G. Fodor, N. Ocon, D. Dunson and I. Daubechies, “Removing Cradle Artifacts in X-Ray Images of Paintings,” SIAM Journal on Imaging Sciences, vol. 9, no. 3, pp. 1247-1272, Aug. 2016.

2015

B. Cornelis, “Image Processing for Art Investigation,” Electronic Letters on Computer Vision and Image Analysis, vol. 14, no. 3, pp. 13-15, Dec. 2015.

A. Pizurica, L. Platisa, T. Ruzic, B. Cornelis, A. Dooms, M. Martens, H. Dubois, B. Devolder, M. De Mey and I. Daubechies, “Digital Image Processing of The Ghent Altarpiece: Supporting the painting's study and conservation treatment,” IEEE Signal Processing Magazine, vol. 32, no. 4, pp. 112-122, Jun. 2015.

2013

B. Cornelis, T. Ruzic, E. Gezels, A. Dooms, A. Pizurica, L. Platisa, J. Cornelis, M. Martens, M. De Mey and I. Daubechies, “Crack detection and inpainting for virtual restoration of paintings: The case of the Ghent Altarpiece,” Signal Processing, vol. 93, no. Image Processing for Digital Art Work, pp. 605-619, Mar. 2013.

2012

B. Cornelis, A. Dooms, J. Cornelis and P. Schelkens, “Digital canvas removal in paintings,” Signal Processing, vol. 92, pp. 1166-1171, Apr. 2012.

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

F. Temmermans, B. Cornelis, I. Vanhamel, G. Fodor and A. Dooms, “Inzoomen op het Lam Gods,” Eos Magazine, vol. 29, no. 6, pp. 2, Jun. 2012.

2010

A. Dooms, B. Cornelis and F. Leen, “Een blik achter het schilderij,” Eos Magazine, no. Special - Digitale samenleving, pp. 1, Nov. 2010.

Conference Publications

2020

I. Marivani, E. Tsiligianni, B. Cornelis and N. Deligiannis, “Designing CNNs for Multimodal Image Super-Resolution via the Method of Multipliers,” in 28th European Signal Processing Conference, IEEE, 2020, pp. 5.

I. Marivani, E. Tsiligianni, B. Cornelis and N. Deligiannis, “Joint Image Super-Resolution Via Recurrent Convolutional Neural Networks With Coupled Sparse Priors,” in IEEE International Conference on Image Processing, IEEE, 2020, pp. 5.

2019

I. Marivani, E. Tsiligianni, B. Cornelis and N. Deligiannis, “Learned multimodal convolutional sparse coding for guided image super-resolution,” in IEEE International Conference on Image Processing (ICIP) 2019, 2019, pp. 5.

I. Marivani, E. Tsiligianni, B. Cornelis and N. Deligiannis, “Multimodal image super-resolution via deep unfolding with side Information,” in European Signal Processing Conference (EUSIPCO) 2019, 2019, pp. 5.

2018

E. Papavasileiou, R. Brahimetaj, F. Temmermans, B. Cornelis, I. Willekens, J. De Mey and B. Jansen, “Towards a CAD System for Breast Cancer Based on Individual Microcalcifications?,” in 2018 IEEE 20th International Conference on e-Health Networking, Applications and Services, IEEE, Nov. 2018.

P. Tsinganos, B. Cornelis, J. Cornelis, B. Jansen and A. Skodras, “Deep Learning in EMG-based Gesture Recognition,” in PhyCS 2018 - Proceedings of the 5th International Conference on Physiological Computing Systems, Sep. 2018, pp. 8.

T. Do, D. Nguyen, E. Tsiligianni, B. Cornelis and N. Deligiannis, “Twitter User Geolocation using Deep Multiview Learning,” in IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE, Apr. 2018, pp. 5.

2017

R. Zhong, S. Wang, B. Cornelis, Y. Zheng, J. Yuan and A. Munteanu, “Efficient directional and L1-optimized intra-prediction for light field image compression,” in IEEE International Conference on Image Processing 2017, IEEE, 2017, pp. 5.

2016

N. Deligiannis, J. Mota, B. Cornelis, M. Rodrigues and I. Daubechies, “X-ray image separation via coupled dictionary learning,” in IEEE International Conference on Image Processing (ICIP), 2016, IEEE, 2016, pp. 5.

R. Zhong, S. Wang, B. Cornelis, Y. Zheng, J. Yuan and A. Munteanu, “L1-optimized linear prediction for light field image compression,” in 32nd Picture Coding Symposium, Nuremberg, Dec. 2016, pp. 4.

2014

R. Yin, D. Dunson, B. Cornelis, B. Brown, N. Ocon and I. Daubechies, “Digital Cradle Removal in X-ray Images of Art Paintings,” in IEEE International Conference on Image Processing (ICIP 2014), 2014, pp. 5.

2013

B. Cornelis, Y. Yang, J. Vogelstein, A. Dooms, I. Daubechies and D. Dunson, “Bayesian crack detection in ultra high resolution multimodal images of paintings,” in 18th International Conference on Digital Signal Processing (DSP 2013), IEEE, 2013, pp. 8.

2011

B. Cornelis, A. Dooms, J. Cornelis, F. Leen and P. Schelkens, “Digital painting analysis, at the cross section of engineering, mathematics and culture,”, 2011, pp. 1254-1258.

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

T. Ruzic, B. Cornelis, L. Platisa, A. Pizurica, A. Dooms, W. Philips, M. Martens, M. De Mey and I. Daubechies, “Virtual Restoration of the Ghent Altarpiece Using Crack Detection and Inpainting,” in Advanced Concepts for Intelligent Vision Systems (ACIVS) 2011, Ghent, Belgium, Springer, 2011, pp. 12.

2010

B. Cornelis, A. Dooms, A. Munteanu, J. Cornelis and P. Schelkens, “Experimental study of canvas characterization for paintings,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, Feb. 2010, pp. 12.

B. Cornelis, A. Dooms, F. Leen, A. Munteanu and P. Schelkens, “Multispectral imaging for digital painting analysis: a Gauguin case study,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, Sep. 2010.

2009

B. Cornelis, A. Dooms, I. Daubechies and P. Schelkens, “Report on Digital Image Processing for Art Historians,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, May. 2009, pp. 4.

2008

B. Cornelis, J. Barbarien, A. Dooms, A. Munteanu, J. Cornelis and P. Schelkens, “Design and Evaluation of Sparse Quantization Index Modulation Watermarking Schemes,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, Sep. 2008.

Book Publications

2019

P. Tsinganos, B. Cornelis, J. Cornelis, B. Jansen and A. Skodras, “A Hilbert curve based representation of sEMG signals for gesture recognition,” in Proceedings of the 26th International Conference on Systems, Signals and Image Processing (IWSSIP), IEEE, Aug. 2019.

P. Tsinganos, B. Cornelis, J. Cornelis, B. Jansen and A. Skodras, “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, Springer, Aug. 2019.

P. Tsinganos, B. Cornelis, J. Cornelis, B. Jansen and A. Skodras, “Improved gesture recognition based on sEMG signals and TCN,” in 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings, IEEE, Apr. 2019, pp. 5.

2018

P. Tsinganos, B. Cornelis, J. Cornelis, B. Jansen and A. Skodras, “Deep Learning in EMG-based Gesture Recognition,” in Proceedings of the 5th International Conference on Physiological Computing Systems - Volume 1: PhyCS, Scitepress, Sep. 2018, pp. 8.

P. Tsinganos, A. Skodras, B. Cornelis and B. Jansen, “Deep Learning in Gesture Recognition Based on sEMG Signals,” in Learning Approaches in Signal Processing, Pan Stanford Publishing, 2018, pp. 26.

P. Tsinganos, A. Skodras, B. Cornelis and B. Jansen, “Deep Learning in Gesture Recognition Based on sEMG Signals,” in Learning Approaches in Signal Processing, Pan Stanford, Sep. 2018.

2016

B. Cornelis, “Rejuvenating (and aging) the Ghissi Altarpiece,” in Reunited: An art historical and digital adventure, 2016, pp. 9.

2014

A. Pizurica, L. Platisa, T. Ruzic, B. Cornelis, A. Dooms, M. Martens, M. De Mey and I. Daubechies, “Virtual Restoration and Mathematical Analysis of Pearls in the Adoration of the Mystic Lamb,” in Het Lam Gods Series of Lectures, Jan. 2014, pp. 28.

Reports

2011

B. Cornelis, “Vorderingsverslag doctoraat 2010-2011: Directionele Basistransformaties - Theorie en Applicaties,”, Jan. 2011.

2010

B. Cornelis, “Vorderingsverslag doctoraat 2009-2010: ?Directionele Basistransformaties - Theorie and Applicaties,”, Mar. 2010.

2009

B. Cornelis, “Vorderingsverslag doctoraat 2008-2009: Directionele Basistransformaties - Theorie and Applicaties,”, Apr. 2009.

Other Publications

2019

R. Brahimetaj, E. Papavasileiou, F. Temmermans, B. Cornelis, I. Willekens, J. De Mey and B. Jansen, “Computer Aided Detection and Diagnosis System for Breast Cancer Detection Based on High Resolution 3D micro-CT Breast Microcalcifications,”, 2019.

2018

E. Papavasileiou, R. Brahimetaj, F. Temmermans, B. Cornelis, I. Willekens, J. De Mey and B. Jansen, “Can Analysis of Individual Microcalcifications Lead to a CAD System for Breast Cancer?,”, 2018.

2014

B. Cornelis, A. Dooms, I. Daubechies and D. Dunson, “Bayesian crack detection in high resolution data,” in iTWIST 14 international Traveling Workshop on Interactions between Sparse models and Technology, Namur, Belgium, Aug. 2014.

2012

L. Platisa, B. Cornelis, T. Ruzic, A. Pizurica, A. Dooms, M. Martens, M. De Mey and I. Daubechies, “Spatiogram features to characterize pearls in the Ghent altarpiece,” in Symposium XVIII for the Study of Underdrawing and Technology in Paintings, Sep. 2012.

M. De Mey, M. Martens, A. Pizurica, A. Dooms, I. Daubechies, L. Platisa, T. Ruzic and B. Cornelis, “Highlights as Anchor Points in Jan van Eyck’s Inverse Optics,” in Symposium XVIII for the Study of Underdrawing and Technology in Paintings, Sep. 2012.

2010

B. Cornelis, T. Ruzic, L. Platisa, A. Dooms, A. Pizurica, M. Martens, M. De Mey and I. Daubechies, “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), Nov. 2010.

L. Platisa, B. Cornelis, T. Ruzic, A. Pizurica, A. Dooms, M. Martens, M. De Mey and I. Daubechies, “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), Nov. 2010.

T. Ruzic, B. Cornelis, L. Platisa, A. Dooms, A. Pizurica, M. Martens, M. De Mey and I. Daubechies, “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), Nov. 2010.