HOME

Beatriz Marcotegui's Publications

1 Supervised thesis

  1. F. Zanoguera. "Segmentation interactive d'images fixes et de séquences vidéo basée sur des hiérarchies de partitions". December 2001.
  2. T. Retornaz. "Détection de textes enfouis dans des bases d'images généralistes : un descripteur sémantique pour l'indexation". October 2007.
  3. J. Hernández "Analyse morphologique d'images pour la modélisation d'environnements urbains".. December 2009.
  4. A. Serna. Analyse sémantique de nuages de points 3D dans le milieu urbain : sol, façades, objets urbains et accessibilité. December 2014.
  5. H. Thomas. Learning new representations for 3D point cloud semantic segmentation. November 2019.
  6. A. Borocco. Automatisation de la segmentation d’épures constats par des techniques de recalage non rigide et de segmentation sous contraintes. 27 Février 2020. Confidentiel.
  7. L. Gigli. Contributions to graph-based hierarchical analysis for images and 3D point clouds. Mars 2021.
  8. D. Duque. 3D urban scene understanding by analysis of LiDAR, color and hyperspectral data. October 2021.

1 PhD and HDR

  1. B. Marcotegui Segmentation de séquences d'images en vue du codage. PhD thesis, Ecole Nationale Supérieure des Mines de Paris, April 1996. pdf.
  2. B. Marcotegui Contributions à la segmentation d'image et de nuages de points. Application à l'analyse de scènes urbaines. Habilitation à Diriger des Recherches. Université Blaise Pascal, Clermont Ferrand, Octobre 2015. pdf.

2 Journal articles

  1. Jean-Emmanuel Deschaud, David Duque, Jean Pierre Richa, Santiago Velasco-Forero, Beatriz Marcotegui et al. Paris-CARLA-3D: A Real and Synthetic Outdoor Point Cloud Dataset for Challenging Tasks in 3D Mapping. Remote Sensing, MDPI, 2021, 13 (22), pp.4713. paper
  2. Leonardo Gigli, Santiago Velasco-Forero, Beatriz Marcotegui. On minimum spanning tree streaming for hierarchical segmentation. Pattern Recognition Letters, Elsevier, 2020, 138, pp.155-162. (10.1016/j.patrec.2020.07.006) paper.
  3. Gillibert L., Chabardès Th., Marcotegui B. Local multiscale blur estimation based on toggle mapping for sharp region extraction. IET Image Processing , 2018. paper.
  4. Alves, W., Hashimoto, R. et Marcotegui, B. Ultimate levelings. Computer Vision and Image Understanding , Volume 165, Pages 60--74, 2017. paper.
  5. Belhedi, A. et Marcotegui, B. Adaptive scene-text binarisation on images captured by smartphones. IET Image Processing , Volume 10, Issue 7, Pages 515--523, July 2016. paper.
  6. Serna, A., Marcotegui, B., & Hernández, J. Segmentation of Façades from Urban 3D Point Clouds Using Geometrical and Morphological Attribute-Based Operators. ISPRS International Journal of Geo-Information , 5(1), 6 2016. paper.
  7. Vallet, B., Brédif, M., Serna, A., Marcotegui, B., & Paparoditis, N.TerraMobilita/iQmulus Urban Point Cloud Analysis Benchmark. Computers & Graphics , Volume 49, Pages 126-133, June 2015. paper.
  8. X. Zhang, G. Thibault, E. Decencière, B. Marcotegui, B. Lay, R. Danno, G. Cazuguel, G. Quellec, M. Lamard, P. Massin, A. Chabouis, Z. Victor, A. Erginay. "Exudate Detection in Color Retinal Images for Mass Screening of Diabetic Retinopathy". Medical Image Analysis , 2014. paper.
  9. A. Serna, B. Marcotegui, E. Decencière, Th. Baldeweck, A.M. Pena, S. Brizion. "Segmentation of elongated objects using attribute profiles and area stability: application to melanocyte segmentation in engineered skin". Pattern Recognition Letters , Volume 47, 1 October 2014, Pages 172-182. paper.
  10. A. Serna and B. Marcotegui. "Detection, segmentation and classication of 3D urban objects using morphological and learning techniques". ISPRS Journal of Photogrammetry and Remote Sensing (2014), Volume 93, July 2014, Pages 243-255.paper. paper (publisher website) - paper (HAL archives ouvertes)
  11. A. Serna and B. Marcotegui. "Urban accessibility diagnosis from mobile laser scanning data". ISPRS Journal of Photogrammetry and Remote Sensing Volume 84, October 2013, Pages 23-32 (2013).paper. Best 2013 ISPRS paper, The U. V. Helava Award.
  12. J. Fabrizio, B. Marcotegui, M. Cord. Text Detection in Street Level Images. Pattern Analysis and Applications , Volume 16, Issue 4, pp 519-533 November 2013. paper.
  13. E. Decencière, G. Cazuguel, X. Zhang, G. Thibault, J.C. Klein, F. Meyer, B. Marcotegui, G. Quellec, M. Lamard, R. Danno, D. Elie, P. Massin, Z. Viktor, A. Erginay, B. Lay and A. Chabouis. TeleOphta: Machine learning and image processing methods for teleophthalmology. IRBM , 34(2), 196-203, 2013. paper.
  14. J. Hernández and B. Marcotegui. Shape Ultimate Attribute Opening. Image and Vision Computing . Image Vision Computing, vol. 29, n. 8. pp: 533--545. July 2011. paper.
  15. B. Marcotegui and Salembier, P., Compression, in Mathematical morphology from theories to applications , L. Najman and H. Talbot (Eds.)., Wiley, 2010, pp. 385-391.
  16. A. Hanbury, B. Marcotegui. Morphological segmentation on learned boundaries. Image Vision Computing, vol. 27, n. 4. pp: 480--488. March 2009. paper.
  17. J. Hernández and B. Marcotegui. Segmentation et Interprétation des Nuages de Points pour la Modélisation d'Environnements Urbains. Revue française de Photogrammétrie et de Télédétection. n.191. mai 2008. pp. 28-35. paper.
  18. E. Decencière Ferrandière, B. Marcotegui and F. Meyer. Content dependent image sampling using mathematical morphology: application to texture mapping. Signal Processing: Image Communication, vol. 16, issue 6, pages 567-584, February 2001. paper.
  19. P. Salembier, F. Marqués, M. Pardàs, R. Morros, I. Corset, S. Jeannin, L. Bouchard, F. Meyer, B. Marcotegui. Segmentation-based video coding system allowing the manipulation of objects. IEEE Transactions on Circuits and Systems for Video Technology, (RACE/MAVT and MORPHECO Projects), 7, 1. February 1997, pp. 60-74. paper.
  20. B. Marcotegui, F. Marqués, F. Meyer. Allowing content-based functionalities in segmentation-based coding schemes. Annales des Télécommunications, Numéro spécial "Compression and image processing", Vol. 52, No 7-8, July-August 1997 . paper.
  21. B. Marcotegui, F. Marqués, R. Morros, M. Pardàs, P. Salembier. Segmentation of video sequences and rate control. Annales des Télécommunications, Numéro spécial "Compression and image processing", Vol. 52, No 7-8, July-August 1997. paper.
  22. B. Marcotegui, F. Meyer. Bottom-up segmentation of image sequences for coding. Annales des Télécommunications, Numéro spécial "Compression and image processing", Vol. 52, No 7-8, July-August 1997. paper.

3 Conference articles

  1. Leonardo Gigli, Beatriz Marcotegui, Santiago Velasco-Forero. Dartboard based ground detection on 3D point cloud.. ISPRS. Nice June 2022. paper. .
  2. Leonardo Gigli, Beatriz Marcotegui, Santiago Velasco-Forero. End-to-End Similarity Learning and Hierarchical Clustering for unfixed size datasets . 5th conference on Geometric Science of Information, Jul 2021, Paris, France. paper.
  3. D. Duque-Arias, S. Velasco-Forero, J.E. Deschaud F. Goulette, A. Serna, E. Decencière and B. Marcotegui. 16th International Conference on Computer Vision Theory and Applications 2021. On power Jaccard losses for semantic segmentation paper.
  4. Ku, T., Veltkamp, R. C., Boom, B., Duque-Arias, D., Velasco-Forero, S., Deschaud, J. E., ... & Suárez, J. P. (2020). SHREC 2020: 3D point cloud semantic segmentation for street scenes. Computers & Graphics, 93, 13-24. paper
  5. E. Moscoso Thompson, S. Biasotti, A. Giachetti, C. Tortorici, N. Werghi, A. Shaker Obeid, S. Berretti, H.-P. Nguyen-Dinh, M-Q. Le, H.-D. Nguyen, M.-T. Tran, L. Gigli, S. Velasco-Forero, B. Marcotegui, I. Sipiran, B. Bustos, I. Romanelis, V. Fotis, G. Arvanitis, K. Moustakas, E. Otu, R. Zwiggelaar, D. Hunter, Y. Liu, Y. Arteaga, R. Luxman, SHREC 2020: Retrieval of digital surfaces with similar geometric reliefs, Computers & Graphics, Volume 91, 2020, Pages 199-218.
  6. Leonardo Gigli, B Ravi Kiran, Thomas Paul, Andrés Serna, Nagarjuna Vemuri Beatriz Marcotegui Santiago Velasco-Forero. Road Segmentation on low resolution Lidar point clouds for autonomous vehicles. ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 335–342, 2020. paper.
  7. Thomas H., Qi C.R., Deschaud J.E., Marcotegui B., Goulette F., Guibas L. J. KPConv: Flexible and Deformable Convolution for Point Clouds. IEEE International Conference on Computer Vision , Seoul, South Korea, October 2019 paper.
  8. Duque-Arias, D., Velasco-Forero, S., Deschaud, J. E., Goulette, F., & Marcotegui, B. (2019, September). A graph-based color lines model for image analysis. In International Conference on Image Analysis and Processing (pp. 181-191). Springer, Cham. paper.
  9. Serna A., Marcotegui B., and Decencière. Segmenting junction regions without skeletonization using geodesic operators and the max-tree. Proceedings of 14th International Symposium on Mathematical Morphology , Saarland University, Saarbrücken, Germany 8–10 July 2019 paper.
  10. Asplund T., Serna A., Marcotegui B., Strand R., and Luengo Hendriks C.L. Mathematical Morphology on Irregularly Sampled Data Applied to Segmentation of 3D Point Clouds of Urban Scenes. Proceedings of 14th International Symposium on Mathematical Morphology , Saarland University, Saarbrücken, Germany 8–10 July 2019 paper.
  11. Wonder A. L. Alves W.A.L., Gobber C.F., da Silva D., Morimitsu A., Hashimoto R.F., and Marcotegui B. Ultimate levelings with strategy for filtering undesirable residues based on machine learning. Proceedings of 14th International Symposium on Mathematical Morphology , Saarland University, Saarbrücken, Germany 8–10 July 2019 paper.
  12. Borocco A. and Marcotegui B. Non-rigid shape registration using curvature information. 14th International Conference on Computer Vision Theory and Applications. February 25 - 27, 2019 Prague, Czech Republic. paper.
  13. Thomas H., Deschaud JE, Marcotegui B., Goulette F. and Le Gall Y. Semantic Classification of 3D Point Clouds with Multiscale Spherical Neighborhoods. September 5-8, Verona, Italy. 3D Vision 2018. paper.
  14. Thomas H., Deschaud J.E., Marcotegui B. and Goulette F. Descripteurs sphériques multi-échelles pour la classification sémantique de nuages de points 3D. Conférence Française de Photogrammétrie et Télédétection, Paris 2018. paper.
  15. Gigli L., Velasco-Forero S. and Marcotegui B. On Minimum Spanning Tree streaming for image analysis. October 7-10, 2018-Athens, Greece. ICIP 2018. paper.
  16. B. Marcotegui, A. Serna, J. Hernández. Ultimate opening combined with area stability applied to urban scenes. Proceedings of 13th International Symposium on Mathematical Morphology, May 2017, Fontainebleau, France. pp 261--268. , 2017. paper.
  17. A.K. Aijazi, A. Serna, B. Marcotegui, P. Checchin, and L. Trassoudaine. Segmentation and Classification of 3D Urban Point Clouds: Comparison and Combination of Two Approaches. 10th Conference on Field and Service Robotics , 2015. paper.
  18. T. Chabardès and B. Marcotegui. "Local blur estimation based on toggle mapping". Proceedings of 12th International Symposium on Mathematical Morphology, May 2015, Reikjavik, Iceland. paper.
  19. B. Marcotegui. "Residual approach on a hierarchical segmentation". Proceedings of ICIP14 - IEEE International Conference on Image Processing 2014, Paris. paper.
  20. M. Brédif, B. Vallet, A. Serna, B. Marcotegui, N. Paparoditis. "TERRAMOBILITA/IQMULUS Urban point cloud classification benchmark.", Workshop on Processing Large Geospatial Data. Data, 8th July 2014, Cardiff, UK. paper. slides.
  21. A. Serna, B. Marcotegui, F. Goulette, J.E. Deschaud. "Paris-rue-Madame database: a 3D mobile laser scanner dataset for benchmarking urban detection, segmentation and classification methods.", 4th International Conference on Pattern Recognition, Applications and Methods , March 2014, Angers, France.paper. slides.
  22. D. Craciun, A. Serna-Morales, J.E. Deschaud, B. Marcotegui, F. Goulette. "Scalable and Detail-Preserving Ground Surface Reconstruction from Large 3D Point Clouds Acquired by Mobile Mapping Systems". Photogrammetric Computer Vision PCV 2014 , vol 3, pp 73-80. 5-7 September 2014. Zurich, Switzerland. paper.
  23. A. Serna and B. Marcotegui. "Attribute controlled reconstruction and adaptive mathematical morphology.", Proceedings of 11th International Symposium on Mathematical Morphology , May 27-31 2013, Uppsala, Sweden. pp 207-218 paper.
  24. A. Serna, J. Hernández and B. Marcotegui. Adaptive Parameter Tuning For Morphological Segmentation of Building Façade Images. Proceeding of 20th European Signal Processing Conference (EUSIPCO 2012) , August 27-31 2012, Bucharest, Romania. pp. 2268-2272. paper. poster.
  25. B. Marcotegui and J. Hernández and T. Retornaz. Ultimate Opening and Gradual Transitions. ISMM'2011, Proceedings of 10th International Symposium on Mathematical Morphology , 6th-8th July 2011 - Intra, Lake Maggiore, Italy. paper.
  26. R. Minetto, N. Thome, M. Cord, J. Fabrizio, B. Marcotegui. SNOOPERTEXT: A Multiresolution system for text detection in complex visual scenes. ICIP10 - IEEE International Conference on Image Processing 2010, Hong Kong. paper.
  27. J. Hernández and B. Marcotegui. Segmentation et Interprétation des Nuages de Points pour la Modélisation d'Environnements Urbain. Colloque Techniques laser pour l'etude des environnements naturels et urbains , Janvier 20 -21,2009, Mans, France. paper.
  28. J. Hernández and B. Marcotegui. Point Cloud Segmentation towards Urban Ground Modeling. URBAN'09, 5th GRSS/ISPRS Joint workshop on remote sensing and data fusion over urban areas , Shangai, China. May 2009. paper.
  29. J. Hernández and B. Marcotegui. Ultimate Attribute Opening Segmentation with Shape Information. ISMM'09 ,Proceedings of the nine International Symposium on Mathematical Morphology . paper.
  30. J. Hernández and B. Marcotegui. Filtering of Artifacts and Pavement Segmentation from Mobile LiDAR Data. LaserScanning'09 , Paris, France. September 2009. paper.
  31. J. Hernández and B. Marcotegui. Morphological Segmentation of Building Facade Images. ICIP09 - IEEE International Conference on Image Processing 2009. Cairo, Egypt. paper.
  32. J. Fabrizio, B. Marcotegui, M. Cord. Text Segmentation in Natural Scenes Using Toggle-Mapping. ICIP09 - IEEE International Conference on Image Processing 2009. Cairo, Egypt. paper.
  33. J. Fabrizio, M. Cord, B. Marcotegui. Text Extraction from Street Level Images, CMRT09 - CityModels, Roads and Traffic 2009. Paris, France. paper.
  34. J. Fabrizio, B. Marcotegui. Fast Implementation of the Ultimate Opening. ISMM '09: Proceedings of the 9th International Symposium on Mathematical Morphology and Its Application to Signal and Image Processing 2009. pp. 272--281. Groningen, The Netherlands. paper.
  35. J. Hernández and B. Marcotegui. Ultimate Opening Segmentation with Shape Constraints. Visualization, Imaging, and Image Processing - 2008,September 1-3, 2008, Palma de Mallorca, Spain. paper.
  36. T. Retornaz, B. Marcotegui. Scene-text localization based on ultimate opening. International Symposium on Mathematical Morphology ISMM'07. October 10-13, 2007. Rio de Janeiro. Bresil. paper.
  37. T. Retornaz, B. Marcotegui. Ultimate opening implementation based on a flooding process. In the 12th International Congress for Stereology , ICS XII, Septembre 2007, Saint-Etienne, France. paper.
  38. A. Hanbury, B. Marcotegui. Colour Adjacency Histograms for Image Matching. In 12th International Conference on Computer Analysis of Images and Patterns, Vienna, Austria,August 27th-29th, 2007. CAIP 2007 p 424-431paper.
  39. A. Hanbury, B. Marcotegui. Waterfall segmentation of complex scenes. In Asian Conference on Computer Vision - ACCV 2006, January 13-16 2006, Hyderabad, India. p. 888-897. paper.
  40. J. Angulo and B. Marcotegui. Sur l'influence des conditions d'éclairage dans la segmentation morphologique couleur par LPE . In Actes de CORESA 2005 (Compression et Représentation des Signaux Audiovisuels) , Rennes, France, November 2005. paper.
  41. B. Marcotegui, S. Beucher. Fast implementation of waterfall based on graphs. in Mathematical Morphology: 40 Years on : Proc. 7th ISMM . Paris, April 2005. Ronse C., Najman L., and Decencière E., Eds. Springer : p. 177-186. paper.
  42. V. Marion, O. Lecointe, C. Lewandowski, J.G. Morillon, R. Aufrere, B. Marcotegui, R. Chapuis, S. Beucher. Robust perception algorithm for road and track autonomous following. Unmanned ground vehicle technology, Conference No 6, vol. 5422, pp. 55-66, Orlando FL, USA, 2004. paper.
  43. B. Marcotegui, F. Zanoguera. Image editing tools based on multi-scale segmentation. In H. Talbot and R. Beare (eds.), Mathematical Morphology VI, (Proc. ISMM02 , Sydney, Australia, April 2002). CSIRO, pp. 127-135. paper.
  44. F. Marqués, B. Marcotegui, F. Zanoguera, P. Correia, R. Mech, and M. Wollborn. Partition-Based Image Representation as Basis for User-Assisted Segmentation, Int. Conference on Image Processing (ICIP 2000), Vancouver, Canada, September10-13, 2000, pp. 312-315 paper.
  45. F. Zanoguera, B. Marcotegui and F. Meyer. A segmentation pyramid for the interactive segmentation of 3-D images and video sequences, in proceedings of the International Symposium of Mathematical Morphology, Palo Alto, California, USA, 2000, pages 263-272. Kluwer Academic Publishers, 2000. paper.
  46. E. Decencière Ferrandière, B. Marcotegui and F. Meyer. Content dependent image sampling using mathematical morphology, in Mathematical morphology and its applications to image and signal processing (proceedings of the International Symposium of Mathematical Morphology, Palo Alto, California, USA, 2000), pages 263-272. Kluwer Academic Publishers, 2000. paper.
  47. F. Zanoguera, B. Marcotegui, F. Meyer. "A Toolbox for Interactive Segmentation Based on Nested Partitions" ICIP-99, Kobe (Japan), October 1999. paper.
  48. B. Marcotegui, P. Correia, F. Marques, R. Mech, R. Rosa, M. Wollborn, F. Zanoguera. "A Video Object Generator Tool Allowing Friendly User Interaction" ICIP-99, Kobe (Japan), October 1999. paper.
  49. E. Decencière Ferrandière, B. Marcotegui, and F. Meyer. Application de la morphologie mathématique au mipmapping. CORESA'98, June 1998.
  50. F. Marqués, B. Marcotegui & F. Meyer. Tracking areas of interest for content-based functionalities in segmentation-based video coding. ICASSP'96, Atlanta, May 1996. paper.
  51. B. Marcotegui. Segmentation algorithm by multicriteria region merging. Boston: Kluwer Ac. Publ., Proceedings ISMM'96, P. Maragos, R.W. Schafer, M.A. Butt (Eds.), Atlanta, May 1996. paper.
  52. B. Marcotegui J. Crespo & F. Meyer. Morphological Segmentation Using Texture and Coding Cost. IEEE Workshop on Non Linear Signal/Image Processing, June 95, Thessaloniki (Greece). paper.
  53. F. Marqués, P. Salembier, M. Pardàs, R. Morros, I. Corset, S. Jeannin, B. Marcotegui, F. Meyer. A segmentation-based coding system allowing manipulation of objects (SESAME). Proc. ICIP'96, (IEEE International Conference on Image Processing), Lausanne, September 16-19, 1996, Vol. III. pp 679-682. paper.
  54. B. Marcotegui, F. Meyer. Morphological Segmentation of Image Sequences. Workshop on Mathematical Morphology and its Applications to Image Processing, Sept 94, Fontainebleau. paper.

Beatriz Marcotegui (Beatriz.Marcotegui@mines-paristech.fr)
Friday May 6 12:37:30 CEST 2022