Philippe Salembier

Contributions while at GPI

Journal Articles

2024
J. Perez-Cano, Valero, I. Sansano, Anglada, D., Pina, O., Salembier, P., and Marqués, F., “Combining graph neural networks and computer vision methods for cell nuclei classification in lung tissue”, Heliyon, vol. 10, no. 7, 2024. DOI Google Scholar BibTex (4.05 MB)

2023
M. Pardàs, Anglada, D., Espina, M., Marques, F., and Salembier, P., “Stromal tissue segmentation in Ki67 histology images based on cytokeratin-19 stain translation”, JOURNAL OF MEDICAL IMAGING, vol. 10, no. 3, 2023. DOI Google Scholar BibTex (13.78 MB)

2022
T. Sunn Pedersen, et al.,, Casas, J. R., and Salembier, P., “Experimental confirmation of efficient island divertor operation and successful neoclassical transport optimization in Wendelstein 7-X”, Nuclear Fusion, vol. 62, no. 4, 2022. DOI Google Scholar BibTex (2.24 MB)

2021
A. Puig-Sitjes, Jakubowski, M., Naujoks, D., Gao, Y., Drewelow, P., Niemann, H., Felinger, J., Casas, J. R., Salembier, P., and Clemente, R., “Real-time detection of overloads on the plasma-facing components of Wendelstein 7-X”, Applied sciences (Basel), vol. 11, no. 24, 2021. DOI Google Scholar BibTex (6.09 MB)

2019
P. Salembier, Liesegang, S., and López-Martínez, C., “Ship Detection in SAR Images Based on Maxtree Representation and Graph Signal Processing”, IEEE Transactions on Geoscience and Remote Sensing, vol. 57, no. 5, pp. 2709 - 2724, 2019. Google Scholar BibTex (5.5 MB)

Book Chapters and Books

2019
P. Bellot, Salembier, P., Pham, N. C., and Meyer, P. E., “Unsupervised GRN Ensemble”, in Sanguinetti G., Huynh-Thu V. (eds) Methods in Molecular Biology , vol. 1883, New York, NY: Springer science, Humana Press, 2019, pp. 283-302. DOI Google Scholar BibTex

2018
G. Tochon, Dalla Mura, M., Veganzones, M. A., Valero, S., Salembier, P., and Chanussot, J., “Advances in utilization of hierarchical representations in remote sensing data analysis”, in Reference Module in Earth Systems and Environmental Sciences, vol. 2, Elsevier, 2018, pp. 77-107. Google Scholar BibTex

2015
J. Digne, Dimiccoli, M., Sabater, N., and Salembier, P., “Neighborhood Filters and the Recovery of 3D Information”, in Handbook of Mathematical Methods in Imaging, 2nd ed., Springer Verlag, 2015, pp. 1645-1673. Google Scholar BibTex

2011
J. Digne, Dimiccoli, M., Salembier, P., and Sabater, N., “Neighborhood Filters and the Recovery of 3D Information”, in Handbook of Mathematical Methods in Imaging, Springer Verlag, 2011, pp. 1203-1229. Google Scholar BibTex

2010
B. Marcotegui and Salembier, P., “Compression”, in Morphologie Mathématique II: estimation choix et mise en oeuvre, L. Najman and H. Talbot (Eds.)., Hermes, Lavoisier, 2010. Google Scholar BibTex

Conference Papers

2025
L. Sáez, Rabanaque, S., Casas, J. R., Marqués, F., and Salembier, P., “Closing the Loop: Continuous AI Model Improvement Through Pathologist-Guided Feedback”, in 21st European Congress on Digital Pathology, Barcelona, 2025. Google Scholar BibTex (92.01 KB)

2024
D. Anglada, Sala, J., Marqués, F., Salembier, P., and Pardàs, M., “Enhancing Ki-67 Cell Segmentation with Dual U-Net Models: A Step Towards Uncertainty-Informed Active Learning”, in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2024. Google Scholar BibTex (838.72 KB)

2021
A. Puig-Sitjes, Casas, J. R., Salembier, P., Vizcarro, D., Clemente, R., Jakubowski, M., Gao, Y., and Team, W. 7- X., “Spatio-temporal Detection and Tracking of Thermal Events on the Plasma Facing Components of Wendelstein 7-X”, in 4th IAEA Technical Meeting on Fusion Data Processing, Validation and Analysis, Shanghai (online), 2021. Google Scholar BibTex (160.47 KB)
A. Puig-Sitjes, Jakubowski, M., Gao, Y., Drewelow, P., Niemann, H., Fellinger, J., Moncada, V., Pisano, F., Belafdil, C., Mitteau, R., Aumeunier, M. - H., Cannas, B., Casas, J. R., Salembier, P., Clemente, R., Dumke, S., Winter, A., Laqua, H., Bluhm, T., and Brandt, K., “Real-time detection of overloads on the PFCs of W7-X”, in European Conference on Plasma Diagnostics (ECPD 2021), online, 2021. Google Scholar BibTex (132.62 KB)

2020
A. Puig-Sitjes, Jakubowski, M., Fellinger, J., Drewelow, P., Gao, Y., Niemann, H., Sunn-Pedersen, T., König, R., Naujoks, D., Winter, A., Laqua, H., Dumke, S., Moncada, V., Belafdil, C., Mitteau, R., Aumeunier, M. - H., Pisano, F., Aymerich, E., Cannas, B., Kocsis, G., Szepesi, T., Cseh, G., Szabolics, T., Casas, J. R., Morros, J. R., Salembier, P., Clemente, R., Cobos, M., Caminal, I., A. Corral, P., A. Punzano, M., and S. Lopera, Q., “Strategy for the real-time detection of thermal events on the plasma facing components of Wendelstein 7-X”, in 31st Symposium on Fusion Technology (SOFT2020), Dubrovnik, Croatia, 2020. Google Scholar BibTex (74.1 KB)

Theses

2017
P. Bellot, “Study of Gene Regulatory Networks Inference Methods from Gene Expression Data”, 2017. Google Scholar BibTex (2.73 MB)

2014
G. Palou, “Monocular Depth Estimation in Images and Sequences using Occlusion Cues”, 2014. Google Scholar BibTex (107.61 MB)
M. Bosio, “Hierarchical information representation and efficient classification of gene expression microarray data”, Universitat Politecnica de Catalunya, Barcelona, 2014. Google Scholar BibTex (2.76 MB)

2011
S. Valero, “Hyperspectral image representation and Processing with Binary Partition Trees”, Universitat Politècnica de Catalunya (UPC), 2011. Google Scholar BibTex (20.92 MB)

2010
J. Rolón, “Generalized Lifting for Sparse Image Representation and Coding”, Universitat Politècnica de Catalunya (UPC), 2010. Google Scholar BibTex

Other

2011
G. Palou and Salembier, P., “Monocular Depth Ordering Using Occlusion Cues”, Technical University of Catalonia, Barcelona, 2011. Google Scholar BibTex	Report

1999
J. Llach and Salembier, P., “Analysis of Video Sequence. Method for Defining the Structure of a Video Sequence. Part I”, U.S. Patent 994025948-1999. Google Scholar BibTex	Patent
J. Llach and Salembier, P., “Analysis of Video Sequence. Method for Defining the Structure of a Video Sequence. Part II”, U.S. Patent 994026615-1999. Google Scholar BibTex	Patent

1997
M. Pardàs, Salembier, P., Ayuso, X., and Martí, E., “Video coding method and corresponding coding and decoding systems”, U.S. Patent 9693276.5-1997. Google Scholar BibTex	Patent

1996
A. Oliveras, Salembier, P., and Garrido, L., “Filtering Method and Corresponding Filtering System”, U.S. Patent 96402925.0-1996. Google Scholar BibTex	Patent

Projects

	DIORAMA: Data-centric AI for medical imaging	National	Sep 2024	Dec 2027
	AI-Enhanced Fiber-Wireless Optical 6G Network in Support for Connected Mobility	European	Jan 2024	Dec 2026
	DigiPatICS: Projecte d'optimització del diagnòstic anatomopatòleg en xarxa als hospitals de l'Institut Català de la Salut a través de la digitalització i eines d'intel·ligència Artificial	Other	Oct 2020	Dec 2026
	Piano & AI	Other	Jul 2021	Sep 2026
	Image processing for Plasma Facing Components protection	European	Jan 2019	Dec 2022

Research Areas

	Biomedical Applications	Internal	Jan 2012	Dec 2026
	Remote Sensing Image Processing	Internal	Jan 2010	Jun 2021
	Region-based image and video processing	Internal	Jan 1992	Dec 2020

Demos and Resources

	AI4EU Grape Dataset	Dataset	Nov 2021
	Binary Partition Tree for Polarimetric SAR data	Software	Sep 2015
	Network Inference Benchmarking	Software	Mar 2015
	Knowledge integration treelet	Software	Oct 2013
	Hierarchical Video Representation with Trajectory Binary Partition Tree	Software	Mar 2013