All 'signal and image processing' publications
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Journal Articles
1. Jodogne, Sébastien. Apport du logiciel libre en imagerie médicale. In: Revue médicale de Liège, Vol. 79, no.S1, p. 75-83 (2024). http://hdl.handle.net/2078.1/287398
2. Kirkove, D; Ben Mustapha, S; Jodogne, Sébastien; Pétré, B. L'utilisation de l'imagerie médicale en tant qu'outil d'éducation thérapeutique du patient en radiothérapie : étude de faisabilité. In: Revue médicale de Liège, Vol. 79, no.S1, p. 100-106 (2024). http://hdl.handle.net/2078.1/287399
3. Mathys, Aurore; Pollet, Yann; Gressin, Adrien; Muth, Xavier; Brecko, Jonathan; Dekoninck, Wouter; Vandenspiegel, Didier; Jodogne, Sébastien; Semal, Patrick. Sphaeroptica: A tool for pseudo-3D visualization and 3D measurements on arthropods. In: PLOS ONE, Vol. 19, no.10, p. 1-32 (2024). doi:10.1371/journal.pone.0311887. http://hdl.handle.net/2078.1/292875
4. Monnoyer de Galland de Carnières, Gilles; Feuillen, Thomas; Vandendorpe, Luc; Jacques, Laurent. Grid Hopping in Sensor Networks: Acceleration Strategies for Single-Step Estimation Algorithms. In: IEEE Transactions on Signal Processing, Vol. 72, no.1, p. 4463-4478 (2024). doi:10.1109/tsp.2024.3465842. http://hdl.handle.net/2078.1/292969
5. Daglayan Sevim, Hazan; Vary, Simon; Absil, O.; Cantalloube, F.; Christiaens, V.; Gillis, N.; Jacques, Laurent; Leplat, Valentin; Absil, Pierre-Antoine. An alternating minimization algorithm with trajectory for direct exoplanet detection : The AMAT algorithm. In: Astronomy & Astrophysics, Vol. 692, p. A126 (2024). doi:10.1051/0004-6361/202451242. http://hdl.handle.net/2078.1/294770
6. Jodogne, Sébastien. On the Use of WebAssembly for Rendering and Segmenting Medical Images. In: Biomedical Engineering Systems and Technologies, Vol. 1814, no.1, p. 393-414 (2023). doi:10.1007/978-3-031-38854-5_20. http://hdl.handle.net/2078.1/277125
7. Yildirim, Hasan; Storrer, Laurent; De Doncker, Philippe; Louveaux, Jérôme; Horlin, François. A multi-antenna super-resolution passive Wi-Fi radar algorithm: Combined model order selection and parameter estimation. In: IET Radar, Sonar & Navigation, Vol. 16, no.8, p. 1376-1387 (2023). doi:10.1049/rsn2.12267. http://hdl.handle.net/2078.1/278442
8. Guérit, Stéphanie; Sivankutty, Siddharth; Lee, John Aldo; Rigneault, Hervé; Jacques, Laurent. Compressive Imaging Through Optical Fiber with Partial Speckle Scanning. In: SIAM Journal on Imaging Sciences, Vol. 15, no.2, p. 387-423 (2022). doi:10.1137/21m1407586. http://hdl.handle.net/2078.1/260300
9. Schellekens, Vincent; Jacques, Laurent. Asymmetric Compressive Learning Guarantees With Applications to Quantized Sketches. In: IEEE Transactions on Signal Processing, Vol. 70, no.1, p. 1348-1360 (2022). doi:10.1109/tsp.2022.3157486. http://hdl.handle.net/2078.1/265613
10. Dirksen, Sjoerd; Genzel, Martin; Stollenwerk, Alexander; Jacques, Laurent. The Separation Capacity of Random Neural Networks. In: Journal of Machine Learning Research, Vol. 23, no.209, p. 1--47 (2022). (Accepté/Sous presse). http://hdl.handle.net/2078.1/267732
11. Moshtaghpour, Amirafshar; Bioucas-Dias, Jose M.; Jacques, Laurent. Close Encounters of the Binary Kind: Signal Reconstruction Guarantees for Compressive Hadamard Sampling with Haar Wavelet Basis. In: IEEE Transactions on Information Theory, Vol. 66, no. 11, p. 7253 - 7273 (2020). doi:10.1109/tit.2020.2992852 (Accepté/Sous presse). http://hdl.handle.net/2078.1/229736
12. Benjilali, Wissam; Guicquero, William; Jacques, Laurent; Sicard, Gilles. Hardware-Compliant Compressive Image Sensor Architecture Based on Random Modulations and Permutations for Embedded Inference. In: IEEE Transactions on Circuits and Systems I: Regular Papers, Vol. 67, no.4, p. 1218-1231 (2020). doi:10.1109/tcsi.2020.2971565. http://hdl.handle.net/2078.1/242057
Conference Papers
1. Langlois, Quentin; Jodogne, Sébastien. Comparison between Machine Learning and Deep Learning on Multiple Motor Imagery Paradigms in a Low-Resource Context. In: Proc. the 18th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2025). (2025). 2025 xxx. http://hdl.handle.net/2078.1/297522
2. Jodogne, Sébastien. Setting a PACS on FHIR. In: Proc. of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2024). Vol. 2, p. 123-131 (2024). SCITEPRESS - Science and Technology Publications, Lda. 2024 xxx. doi:10.5220/0012384600003657. http://hdl.handle.net/2078.1/281131
3. Langlois, Quentin; Szelagowski, Nicolas; Vanderdonckt, Jean; Jodogne, Sébastien. Open Platform for the De-identification of Burned-in Texts in Medical Images using Deep Learning. In: Proc. of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2024). Vol. 1, p. 297-304 (2024). SCITEPRESS – Science and Technology Publications, Lda. 2024 xxx. doi:10.5220/0012430300003657. http://hdl.handle.net/2078.1/282801
4. Sechaud, Victor; Jacques, Laurent; Tachella, Julián. Equivariance-based self-supervised learning for audio signal recovery from clipped measurements. In: Proc of 32nd European Signal Processing Conference (EUSIPCO). Vol. 1, no.1, p. 852 (2024). 2024 xxx. http://hdl.handle.net/2078.1/292968
5. Semal, Patrick; Mathys, Aurore; Brecko, Jonathan; Chapman, Tara; Pollet, Yann; Herpers, Jean-Marc; Theeten, Franck; Van den Spiegel, Didier; Tilleux, Caroline; Angenon, Els; Jodogne, Sébastien. Serveur multimédia DICOM pour le partage des numérisations des collections anthropologiques. 2024 xxx. http://hdl.handle.net/2078.1/292682
6. Langlois, Quentin; Jodogne, Sébastien. Embeddings for Motor Imagery Classification. In: Proc. of IEEE 34th International Workshop on Machine Learning for Signal Processing (MLSP 2024). p. 1-6. IEEE, 2024 xxx. doi:10.1109/MLSP58920.2024.10734730. http://hdl.handle.net/2078.1/291339
7. Chatzopoulos, Edouard; Jodogne, Sébastien. Integrated and Interoperable Platform for Detecting Masses on Mammograms. In: Studies in Health Technology and Informatics. Vol. 316, p. 1103-1107 (2024). IOS Press, 2024 xxx. doi:10.3233/SHTI240603. http://hdl.handle.net/2078.1/289660
8. Jodogne, Sébastien. Plateforme libre, intégrée et interopérable pour la détection de masses en mammographie. 2024 xxx. http://hdl.handle.net/2078.1/289658
9. Chatzopoulos, Edouard; Jodogne, Sébastien. Assessing the Impact of Deep Learning Backbones for Mass Detection in Breast Imaging. In: Lecture Notes in Computer Science. Vol. 14976, p. 33-47 (2024). Springer Nature Switzerland: Cham, Switzerland, 2024 xxx. doi:10.1007/978-3-031-67285-9_3. http://hdl.handle.net/2078.1/289661
10. Loucheur, Benoît; Absil, Pierre-Antoine; Journée, Michel. Weather Data Imputation Using Graph-Based Low-Rank Matrix Completion with Variable Projection. In: Proceedings of BNAIC/BeNeLearn 2024, 2024, n/A, p. 1-16 xxx. http://hdl.handle.net/2078.1/294771
11. Sadre, Wei; Huet-Dastarac, Margerie; Deffet, Sylvain; Sterpin, Edmond; Barragan Montero, Ana Maria; Jodogne, Sébastien; Lee, John Aldo. PARROT - A Versatile Platform for AI-Driven Image Segmentation and Dose Prediction. In: Proc. of the 5th International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD 2024). 2024 xxx. http://hdl.handle.net/2078.1/291340
12. Vary, Simon; Daglayan Sevim, Hazan; Jacques, Laurent; Absil, Pierre-Antoine. Low-Rank Plus Sparse Trajectory Decomposition for Direct Exoplanet Imaging. In: "Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on". Vol. 1, no.1 (2023). IEEE, 2023 xxx. doi:10.1109/icassp49357.2023.10096197. http://hdl.handle.net/2078.1/276195
13. Jodogne, Sébastien. Client-Side Application of Deep Learning Models Through Teleradiology. In: Studies in Health Technology and Informatics. Vol. 302, no.1, p. 997-1001 (2023). Maria Hägglund et al. 2023 xxx. doi:10.3233/shti230325. http://hdl.handle.net/2078.1/275150
14. Jodogne, Sébastien. On the Use of DICOM as a Storage Layer for IIIF. 2023 xxx. http://hdl.handle.net/2078.1/279235
15. Jodogne, Sébastien. Simple, effective deployment of Web viewers for medical imaging in an open platform. 2023 xxx. doi:https://doi.org/10.26226/m.64ae6f4f56241620f72a77cd. http://hdl.handle.net/2078.1/279234
16. Leblanc, Olivier; Hofer, Matthias; Sivankutty, Siddharth; Rigneault, Hervé; Jacques, Laurent. Interferometric single-pixel imaging with a multicore fiber. In: Proceedings of the First International Symposium on Computational Sensing (ISCS23). Vol. 1, no. 1 (2023). 2023 xxx. doi:10.48550/arXiv.2307.08562. http://hdl.handle.net/2078.1/276904
17. Daglayan Sevim, Hazan; Vary, Simon; Leplat, Valentin; Gillis, Nicolas; Absil, Pierre-Antoine. Direct Exoplanet Detection Using L1 Norm Low-Rank Approximation. In: Proceedings of BNAIC/BeNeLearn 2023. p. 1-13 (2023). arXiv, 2023 xxx. doi:10.48550/arXiv.2304.03619. http://hdl.handle.net/2078.1/281059
18. Daglayan Sevim, Hazan; Vary, Simon; Absil, Pierre-Antoine. An Alternating Minimization Algorithm with Trajectory for Direct Exoplanet Detection. In: ESANN 2023 proceedings, 2023, N 978-2-87587-088-9 xxx. doi:10.14428/esann/2023.es2023-137. http://hdl.handle.net/2078.1/278845
19. Daglayan Sevim, Hazan; Vary, Simon; Cantalloube, Faustine; Absil, Pierre-Antoine; Absil, Olivier. Likelihood ratio map for direct exoplanet detection. In: 2022 IEEE 5th International Conference on Image Processing Applications and Systems (IPAS), IEEE, 2023, 978-1-6654-6220-4, p. 1-5 xxx. doi:10.1109/ipas55744.2022.10052997. http://hdl.handle.net/2078.1/278880
20. Delogne, Rémi; Schellekens, Vincent; Daudet, Laurent; Jacques, Laurent. Signal Processing with Optical Quadratic Random Sketches. In: "Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on". Vol. 1, no.1 (2023). IEEE, 2023 xxx. doi:10.1109/icassp49357.2023.10096869. http://hdl.handle.net/2078.1/276198
21. Fierens, Amaury; Gregoir, Thibault; Jodogne, Sébastien. Interoperable Encoding and 3D Printing of Anatomical Structures. In: ICBRA '23: Proceedings of the 10th International Conference on Bioinformatics Research and Applications. p. 20-26 (2023). Association for Computing Machinery (ACM): New York, NY, USA, 2023 xxx. doi:10.1145/3632047.3632051. http://hdl.handle.net/2078.1/279236
22. Fierens, Amaury; Jodogne, Sébastien. BERTinchamps: Cost-Effective Training of Large Language Models for Medical Tasks in French. In: CEUR Workshop Proceedings. Vol. 3551 (2023). CEUR Workshop Proceedings, 2023 xxx. http://hdl.handle.net/2078.1/279237
23. Langlois, Quentin; Jodogne, Sébastien. Practical Study of Deep Learning Models for Speech Synthesis. In: Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments (PETRA '23), Association for Computing Machinery: New York, NY, USA, 2023, 979-8-4007-0069-9, p. 700–706 xxx. doi:10.1145/3594806.3596536. http://hdl.handle.net/2078.1/277255
24. Loucheur, Benoît; Absil, Pierre-Antoine; Journée, Michel. Graph-Based Matrix Completion Applied to Weather Data. In: Proceedings of the 31st European Signal Processing Conference (EUSIPCO 2023). p. 1973-1977. In: arXiv, 2023 xxx. doi:10.48550/arXiv.2306.08627. http://hdl.handle.net/2078.1/277915
25. Storrer, Laurent; Yildirim, Hasan; Willame, Martin; Louveaux, Jérôme; De Doncker, Philippe; Pollin, Sofie; Horlin, François. Crowd Counting Model Training with the Method of Moments in Electromagnetics. In: 2023 IEEE 3rd International Symposium on Joint Communications & Sensing (JC&S), 2023, 979-8-3503-4569-8 xxx. doi:10.1109/JCS57290.2023.10107513. http://hdl.handle.net/2078.1/278440
26. Yildirim, Hasan; Storrer, Laurent; Willame, Martin; Louveaux, Jérôme; De Doncker, Philippe; Horlin, François. Passive Wi-Fi-based Radars with 802.11ax MU-MIMO Signals: AoD Estimation with a Single Antenna. In: 2023 IEEE 3rd International Symposium on Joint Communications & Sensing (JC&S), 2023, 979-8-3503-4569-8 xxx. doi:10.1109/JCS57290.2023.10107509. http://hdl.handle.net/2078.1/278441
27. Jodogne, Sébastien. Rendering Medical Images using WebAssembly. In: Proc. of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies (Volume 2), 2022, 978-989-758-552-4, 43-51 xxx. doi:10.5220/0000156300003123. http://hdl.handle.net/2078.1/257268
28. Delogne, Rémi; Schellekens, Vincent; Jacques, Laurent. ROP inception: signal estimation with quadratic random sketching. 2022 xxx. http://hdl.handle.net/2078.1/265617
29. Leblanc, Olivier; Hofer, Matthias; Sivankutty, Siddharth; Rigneault, Hervé; Jacques, Laurent. An Interferometric view of Speckle Imaging. 2022 xxx. http://hdl.handle.net/2078.1/265610
30. Giancola, Silvio; De Vleeschouwer, Christophe. SoccerNet 2022 Challenges Results. In: 5th International ACM Workshop on Multimedia Content Analysis in Sports, 2022, 978-1-4503-9488-8 xxx. http://hdl.handle.net/2078.1/280916
31. Sjoerd, Dirksen; Genzel, Martin; Jacques, Laurent; Stollenwerk, Alexander. The Separation Capacity of Random Neural Networks. 2021 xxx. http://hdl.handle.net/2078.1/265615
32. Jodogne, Sébastien. Automatically publishing medical images from a filesystem as a DICOM server. In: Insights into Imaging. Vol. 13, no. S2, p. 7. SpringerOpen, 2021 xxx. http://hdl.handle.net/2078.1/257257
33. Jodogne, Sébastien. Importing and serving open-data medical images to support Artificial Intelligence research. In: Insights into Imaging. Vol. 13, no. S1, p. 6. SpringerOpen, 2021 xxx. doi:10.1186/s13244-022-01168-w. http://hdl.handle.net/2078.1/257256
34. Monnoyer de Galland de Carnières, Gilles; Feuillen, Thomas; Jacques, Laurent; Vandendorpe, Luc. Sparse Factorization-based Detection of Off-the-Grid Moving targets using FMCW radars. In: Proceedings of ICASSP 2021, Toronto, Ontario, Canada, 6-11 June 2021, 2021, 9781509066322 xxx. http://hdl.handle.net/2078.1/243178
35. Schellekens, Vincent; Jacques, Laurent. Compressive Learning of Generative Networks. In: European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN). Vol. 28, no./, p. / (2020). 2020 xxx. http://hdl.handle.net/2078.1/236933