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Publications of Tom Vercauteren

Thesis

  1. Tom Vercauteren. Image Registration and Mosaicing for Dynamic In Vivo Fibered Confocal Microscopy. PhD Thesis, École Nationale Supérieure des Mines de Paris, January 2008. [bibtex-entry]


Articles in journal, book chapters

  1. Adrià Casamitjana, Marco Lorenzi, Sebastiano Ferraris, Loïc Peter, Marc Modat, Allison Stevens, Bruce Fischl, Tom Vercauteren, and Juan Eugenio Iglesias. Robust joint registration of multiple stains and MRI for multimodal 3D histology reconstruction: Application to the Allen human brain atlas. Medical Image Analysis, October 2021. Keyword(s): nonlinear registration, 3D reconstruction, linear programming, ex vivo MRI, histology. [bibtex-entry]


  2. Sebastiano Ferraris, Johannes van Der Merwe, Lennart van Der Veeken, Ferran Prados, Juan Eugenio Iglesias, Marco Lorenzi, Andrew Melbourne, Marc M Modat, Willy Gsell, Jan Deprest, and Tom Vercauteren. A magnetic resonance multi-atlas for the neonatal rabbit brain. NeuroImage, 179:187 - 198, October 2018. [bibtex-entry]


  3. Irina Vidal-Migallón, Olivier Commowick, Xavier Pennec, Julien Dauguet, and Tom Vercauteren. GPU & CPU implementation of Young - Van Vliet's Recursive Gaussian Smoothing Filter. Insight Journal, pp 16, July 2013. Note: Open peer-review journal. Open code / open data. Keyword(s): GPU, OpenCL, Recursive Gaussian Smoothing. [bibtex-entry]


  4. Barbara André, Tom Vercauteren, Anna M. Buchner, Murli Krishna, Nicholas Ayache, and Michael B. Wallace. Software for Automated Classification of probe-based Confocal Laser Endomicroscopy Videos of Colorectal Polyps. World Journal of Gastroenterology, October 2012. [bibtex-entry]


  5. Barbara André, Tom Vercauteren, Anna M. Buchner, Michael B. Wallace, and Nicholas Ayache. Learning Semantic and Visual Similarity for Endomicroscopy Video Retrieval. IEEE Transactions on Medical Imaging, 31(6):1276-1288, June 2012. [bibtex-entry]


  6. Barbara André, Tom Vercauteren, Anna M. Buchner, Michael B. Wallace, and Nicholas Ayache. A Smart Atlas for Endomicroscopy using Automated Video Retrieval. Medical Image Analysis, 15(4):460-476, August 2011. Keyword(s): Content-Based Video Retrieval (CBVR), Endomicroscopy, Bag-of-Visual-Words (BoW), Video-mosaicing. [Abstract] [bibtex-entry]


  7. Keelin Murphy, Bram van Ginneken, Joseph M. Reinhardt, Sven Kabus, Kai Ding, Xiang Deng, Kunlin Cao, Kaifang Du, Gary E. Christensen, Vincent Garcia, Tom Vercauteren, Nicholas Ayache, Olivier Commowick, Gregoire Malandain, Ben Glocker, Nikos Paragios, Nassir Navab, Vladlena Gorbunova, Jon Sporring, Marleen de Bruijne, Xiao Han, Mattias P. Heinrich, Julia A. Schnabel, Mark Jenkinson, Cristian Lorenz, Marc Modat, Jamie R. McClelland, Sebastien Ourselin, Sascha E.A. Muenzing, Max A. Viergever, Dante De Nigris, D. Louis Collins, Tal Arbel, Marta Peroni, Rui Li, Gregory C. Sharp, Alexander Schmidt-Richberg, Jan Ehrhardt, Rene Werner, Dirk Smeets, Dirk Loeckx, Gang Song, Nicholas Tustison, Brian Avants, James C. Gee, Marius Staring, Stefan Klein, Berend C. Stoel, Martin Urschler, Manuel Werlberger, Jef Vandemeulebroucke, Simon Rit, David Sarrut, and Josien P.W. Pluim. Evaluation of registration methods on thoracic CT: the EMPIRE10 challenge. IEEE Trans Med Imaging, 30(11):1901-20, November 2011. [Abstract] [bibtex-entry]


  8. Boon Thye Thomas Yeo, Mert Sabuncu, Tom Vercauteren, Nicholas Ayache, Bruce Fischl, and Polina Golland. Spherical Demons: Fast Diffeomorphic Landmark-Free Surface Registration. IEEE Transactions on Medical Imaging, 29(3):650-668, March 2010. Note: PMID:19709963. [Abstract] [bibtex-entry]


  9. Arno Klein, Jesper Andersson, Babak A. Ardekani, John Ashburner, Brian Avants, Ming-Chang Chiang, Gary E. Christensen, D. Louis Collins, Pierre Hellier, Joo Hyun Song, Mark Jenkinson, Claude Lepage, Daniel Rueckert, Paul M. Thompson, Tom Vercauteren, Roger P. Woods, J. John Mann, and Ramin V. Parsey. Evaluation of 14 nonlinear deformation algorithms applied to human brain MRI registration. NeuroImage, 46(3):786-802, July 2009. [bibtex-entry]


  10. Tom Vercauteren, Xavier Pennec, Aymeric Perchant, and Nicholas Ayache. Diffeomorphic Demons: Efficient Non-parametric Image Registration. NeuroImage, 45(1, Supp.1):S61-S72, March 2009. [bibtex-entry]


  11. Boon Thye Thomas Yeo, Tom Vercauteren, Pierre Fillard, Jean-Marc Peyrat, Xavier Pennec, Polina Golland, Nicholas Ayache, and Olivier Clatz. DT-REFinD: Diffusion Tensor Registration with Exact Finite-Strain Differential. IEEE Transactions on Medical Imaging, 28(12):1914-1928, December 2009. Note: PMID:19556193. [bibtex-entry]


  12. Tom Vercauteren, Nicholas Ayache, Nicolas Savoire, Grégoire Malandain, and Aymeric Perchant. Processing of In Vivo Fibered Confocal Microscopy Video Sequences. In Jens Rittscher, Raghu Machiraju, and Stephen T. C. Wong, editors, Microscopic Image Analysis for Life Science Applications, chapter 19, pages 441-463. Artech House, 2008. [bibtex-entry]


  13. Valentin Becker, Tom Vercauteren, Claus Hann von Weyern, Christian Prinz, Roland M. Schmid, and Alexander Meining. High Resolution Miniprobe-based Confocal Microscopy in Combination with Video-mosaicing. Gastrointestinal Endoscopy, 66(5):1001-1007, November 2007. [bibtex-entry]


  14. Marius George Linguraru, Tom Vercauteren, Mauricio Reyes Aguirre, Miguel Ángel González Ballester, and Nicholas Ayache. Segmentation Propagation from Deformable Atlases for Brain Mapping and Analysis. Brain Research Journal, 1(4):269-287, 2007. [bibtex-entry]


  15. Luc Thiberville, Sophie Moreno-Swirc, Tom Vercauteren, Eric Peltier, Charlotte Cavé, and Geneviève Bourg Heckly. In Vivo Imaging of the Bronchial Wall Microstructure Using Fibered Confocal Fluorescence Microscopy. American journal of respiratory and critical care medicine, 175(1):22-31, January 2007. Note: Chosen for the cover of the AJRCCM paper issue. PMID: 17023733. [bibtex-entry]


  16. Tom Vercauteren, Aymeric Perchant, Grégoire Malandain, Xavier Pennec, and Nicholas Ayache. Robust Mosaicing with Correction of Motion Distortions and Tissue Deformation for In Vivo Fibered Microscopy. Medical Image Analysis, 10(5):673-692, October 2006. Note: Annual Medical Image Analysis (MedIA) Best Paper Award 2006. PMID: 16887375. [bibtex-entry]


Conference articles

  1. Jessie Mahé, Nicolas Linard, Marzieh Kohandani Tafreshi, Tom Vercauteren, Nicholas Ayache, Francois Lacombe, and Remi Cuingnet. Motion-Aware Mosaicing for Confocal Laser Endomicroscopy. In Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015, volume 9349, Munich, Germany, pages 447-454, October 2015. [bibtex-entry]


  2. Marzieh Kohandani Tafreshi, Nicolas Linard, Barbara André, Nicholas Ayache, and Tom Vercauteren. Semi-automated Query Construction for Content-based Endomicroscopy Video Retrieval. In Medical Image Computing and Computer Assisted Intervention (MICCAI), Boston, United States, September 2014. Keyword(s): Microscopic imaging, Biological Imaging, Abdominal imaging, Optical imaging, Machine learning, Database retrieval and data mining, Computer vision, Minimally invasive procedure, Pathology, Intraoperative imaging, Endoscopic imaging. [bibtex-entry]


  3. Nicolas Savoire, Barbara André, and Tom Vercauteren. Online Blind Calibration of Non-Uniform Photodetectors: Application to Endomicroscopy. In Proceedings of Medical Image Computing and Computer Assisted Intervention 2012 (MICCAI), LNCS, October 2012. Springer, Heidelberg. Note: To appear. [bibtex-entry]


  4. Barbara André, Tom Vercauteren, and Nicholas Ayache. Content-Based Retrieval in Endomicroscopy: Toward an Efficient Smart Atlas for Clinical Diagnosis. In Proceedings of the MICCAI Workshop - Medical Content-based Retrieval for Clinical Decision (MCBR-CDS'11), LNCS, 2011. Springer. [bibtex-entry]


  5. Barbara André, Tom Vercauteren, Anna M. Buchner, Michael B. Wallace, and Nicholas Ayache. Retrieval evaluation and distance learning from perceived similarity between endomicroscopy videos. In Proceedings of Medical Image Computing and Computer Assisted Intervention (MICCAI), LNCS, pages 8p, 2011. Springer, Heidelberg. [bibtex-entry]


  6. Barbara André, Tom Vercauteren, Anna M. Buchner, Muhammad Waseem Shahid, Michael B. Wallace, and Nicholas Ayache. An image retrieval approach to setup difficulty levels in training systems for endomicroscopy diagnosis. In Medical Image Computing and Computer-Assisted Intervention (MICCAI'10), number 6362 of Lecture Notes in Computer Science, Beijing, China, pages 480-487, September 2010. Springer. [bibtex-entry]


  7. Barbara André, Tom Vercauteren, Michael B. Wallace, Anna M. Buchner, and Nicholas Ayache. Endomicroscopic video retrieval using mosaicing and visual words. In Proceedings of the Seventh IEEE International Symposium on Biomedical Imaging 2010 (ISBI'10), pages 1419-1422, 2010. IEEE. [bibtex-entry]


  8. Vincent Garcia, Tom Vercauteren, Grégoire Malandain, and Nicholas Ayache. Diffeomorphic demons and the EMPIRE10 challenge. In Grand Challenges in Medical Image Analysis (MICCAI workshop), Beijing, China, September 2010. [bibtex-entry]


  9. Barbara André, Tom Vercauteren, Aymeric Perchant, Michael B. Wallace, Anna M. Buchner, and Nicholas Ayache. Endomicroscopic image retrieval and classification using invariant visual features. In Proceedings of the Sixth IEEE International Symposium on Biomedical Imaging 2009 (ISBI'09), Boston, MA, pages 346-349, August 2009. IEEE. [bibtex-entry]


  10. Barbara André, Tom Vercauteren, Aymeric Perchant, Michael B. Wallace, Anna M. Buchner, and Nicholas Ayache. Introducing space and time in local feature-based endomicroscopic image retrieval. In Proceedings of the MICCAI Workshop - Medical Content-based Retrieval for Clinical Decision (MCBR-CDS'09), volume 5853 of Lecture Notes in Computer Science, pages 18-30, February 2009. Springer. [bibtex-entry]


  11. Mert Sabuncu, Boon Thye Thomas Yeo, Tom Vercauteren, Koen Van Leemput, and Polina Golland. Asymmetric Image-Template Registration. In Guang-Zhong Yang, David Hawkes, Daniel Rueckert, Alison Noble, and Chris Taylor, editors, Medical Image Computing and Computer-Assisted Intervention (MICCAI'09), Part I, volume 5761 of Lecture Notes in Computer Science, London, UK, pages 565-573, September 2009. Springer. Note: PMID:20426033. [bibtex-entry]


  12. Tom Vercauteren, Alexander Meining, François Lacombe, and Aymeric Perchant. Real Time Autonomous Video Image Registration for Endomicroscopy: Fighting The Compromises. In Jose-Angel Conchello, Carol J. Cogswell, and Tony Wilson, editors, Proc. SPIE BIOS - Three-Dimensional and Multidimensional Microscopy: Image Acquisition and Processing XV, volume 6861, San Jose, CA, USA, pages 68610C, January 2008. SPIE. [bibtex-entry]


  13. Tom Vercauteren, Xavier Pennec, Aymeric Perchant, and Nicholas Ayache. Symmetric Log-Domain Diffeomorphic Registration: A Demons-based Approach. In Dimitris Metaxas, Leon Axel, Gabor Fichtinger, and Gábor Székely, editors, Proc. Medical Image Computing and Computer Assisted Intervention (MICCAI'08), Part I, volume 5241 of Lecture Notes in Computer Science, New York, USA, pages 754-761, September 2008. Springer. [bibtex-entry]


  14. Boon Thye Thomas Yeo, Mert Sabuncu, Tom Vercauteren, Nicholas Ayache, Bruce Fischl, and Polina Golland. Spherical Demons: Fast Surface Registration. In Dimitris Metaxas, Leon Axel, Gabor Fichtinger, and Gábor Székely, editors, Proc. Medical Image Computing and Computer Assisted Intervention (MICCAI'08), volume 5241 of Lecture Notes in Computer Science, New York, USA, pages 745-753, September 2008. Springer. Note: Source code found here. [bibtex-entry]


  15. Boon Thye Thomas Yeo, Tom Vercauteren, Pierre Fillard, Xavier Pennec, Polina Golland, Nicholas Ayache, and Olivier Clatz. DTI Registration with Exact Finite-Strain Differential. In Proceedings of the IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI'08), Paris, France, May 2008. IEEE. [bibtex-entry]


  16. Aymeric Perchant, Tom Vercauteren, Fabien Oberrietter, Nicolas Savoire, and Nicholas Ayache. Region Tracking Algorithms on Laser Scanning Devices Applied to Cell Traffic Analysis. In Proceedings IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI'07), Metro Washington DC, USA, pages 260-263, April 2007. [bibtex-entry]


  17. Tom Vercauteren, Xavier Pennec, Ezio Malis, Aymeric Perchant, and Nicholas Ayache. Insight Into Efficient Image Registration Techniques and the Demons Algorithm. In Proc. Information Processing in Medical Imaging (IPMI'07), volume 4584 of Lecture Notes in Computer Science, Kerkrade, The Netherlands, pages 495-506, July 2007. Springer. [bibtex-entry]


  18. Tom Vercauteren, Xavier Pennec, Aymeric Perchant, and Nicholas Ayache. Diffeomorphic Demons Using ITK's Finite Difference Solver Hierarchy. In Insight Journal -- ISC/NA-MIC Workshop on Open Science at MICCAI 2007, October 2007. Note: Source code available at rlhttp://hdl.handle.net/1926/510. [bibtex-entry]


  19. Tom Vercauteren, Xavier Pennec, Aymeric Perchant, and Nicholas Ayache. Non-parametric Diffeomorphic Image Registration with the Demons Algorithm. In Nicholas Ayache, Sébastien Ourselin, and Anthony J. Maeder, editors, Proc. Medical Image Computing and Computer Assisted Intervention (MICCAI'07), volume 4792 of Lecture Notes in Computer Science, Brisbane, Australia, pages 319-326, October 2007. Springer. [bibtex-entry]


  20. Nicholas Ayache, Tom Vercauteren, Grégoire Malandain, Fabien Oberrietter, Nicolas Savoire, and Aymeric Perchant. Processing and Mosaicing of Fibered Confocal Images. In MICCAI Workshop on Microscopic Image Analysis with Applications in Biology (MIAAB'06), October 2006. Note: Invited. [bibtex-entry]


  21. Tom Vercauteren, Aymeric Perchant, Xavier Pennec, and Nicholas Ayache. Mosaicing of Confocal Microscopic In Vivo Soft Tissue Video Sequences. In J. Duncan and G. Gerig, editors, Proceedings of the 8th Int. Conf. on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2005, Part I, volume 3749 of LNCS, Palm Springs, CA, USA, October 26-29, pages 753-760, October 2005. Springer. [bibtex-entry]


Internal reports

  1. Barbara André, Tom Vercauteren, M. Buchner, Anna, B. Wallace, Michael, and Nicholas Ayache. Learning Semantic and Visual Similarity for Endomicroscopy Video Retrieval. Rapport de recherche RR-7722, INRIA, August 2011. Keyword(s): probe-based Confocal Laser Endomicroscopy (pCLE), Content- Based Image Retrieval (CBIR), Bag-of-Visual-Words (BoW) method, semantic learning, similarity distance learning. [Abstract] [bibtex-entry]


Patents, standards

  1. Tom Vercauteren, Aymeric Perchant, Nicholas Ayache, Xavier Pennec, and Grégoire Malandain. Robust Mosaicing Method with Correction of Motion Distorsions and Tissue Deformations for In Vivo Fibered Microscopy. US Patent Application 2009/0041314 (file 02.08.2007, published 12.02.2009), August 2007. [bibtex-entry]


Miscellaneous

  1. Barbara André, Tom Vercauteren, Anna M. Buchner, Murli Krishna, Nicholas Ayache, and Michael B. Wallace. Comparison of a Classification Software based on Image Retrieval with the Off-Line Diagnosis of Expert Endoscopists for probe-based Confocal Laser Endomicroscopy (pCLE) of Colorectal Polyps. Gastrointestinal Endoscopy (DDW 2012), 2012. Note: In press. [bibtex-entry]


  2. Barbara André, Tom Vercauteren, Anna M. Buchner, Michael B. Wallace, and Nicholas Ayache. Image-based Semantic Learning Software for Automatic Detection of Discriminative Criteria used for probe-based Confocal Laser Endomicroscopy (pCLE) Diagnosis of Colorectal Polyps. Gastrointestinal Endoscopy (DDW 2012), 2012. Note: In press. [bibtex-entry]


  3. Barbara André, Tom Vercauteren, Anna M. Buchner, Muhammad Waseem Shahid, Michael B. Wallace, and Nicholas Ayache. Toward a structured training system for probe-based Confocal Laser Endomicroscopy (pCLE) on Barrett's Esophagus: a video retrieval approach to estimate diagnosis difficulty. Gastroenterology (DDW 2011), 2011. [bibtex-entry]


  4. Barbara André, Tom Vercauteren, Anna M. Buchner, Michael B. Wallace, and Nicholas Ayache. Endomicroscopic Video Retrieval Approach to Support Diagnostic Differentiation Between Neoplastic and Non-Neoplastic Colonic Polyps. Gastroenterology (DDW 2010), May 2010. [bibtex-entry]


  5. Barbara André, Tom Vercauteren, Aymeric Perchant, Michael B. Wallace, Anna M. Buchner, and Nicholas Ayache. Endomicroscopic image retrieval and classification using invariant visual features. Pesented as a poster at the third edition of the International Computer Vision Summer School 2009 (ICVSS'09), July 2009. [bibtex-entry]


  6. Florence Dru and Tom Vercauteren. An ITK Implementation of the Symmetric Log-Domain Diffeomorphic Demons Algorithm. Insight Journal -- 2009 January - June, May 2009. [bibtex-entry]


  7. Valentin Becker, Tom Vercauteren, Claus Hann von Weyern, Christian Prinz, Roland M. Schmid, and Alexander Meining. Ultra-hochauflösende, Sondenbasierte, Konfokale Lasermikroskopie in Kombination mit Videomosaicing. 62. Jahrestagung der Deutschen Gesellschaft für Verdauungs- und Stoffwechselkrankheiten, August 2007. Note: Zeitschrift für Gastroenterologie 45(8) - Abstract only. [bibtex-entry]


  8. Tom Vercauteren, Anne Osdoit, Aymeric Perchant, and Sacha Loiseau. Mosaicing of Confocal Microscopic Video Sequences: Larger Field of View and still Higher Resolution!. Proc. Digestive Disease Week (DDW'07), April 2007. Note: Abstract in Gastrointestinal Endoscopy 65(5):AB352. [bibtex-entry]


  9. Tom Vercauteren, Aymeric Perchant, and Nicholas Ayache. In Vivo Microscopy for Real-Time Structural and Functional Cellular Imaging. ERCIM News No.69, April 2007. [bibtex-entry]


  10. Aymeric Perchant, Tom Vercauteren, Charlotte Cavé, and Sacha Loiseau. Mosaicing of Confocal Microscopic In Vivo Soft Tissue Video Sequences Improves Multimodality Approach. Proc. Radiological Society of North America (RSNA'06), December 2006. Note: Abstract only. [bibtex-entry]



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