Andres Serna

Ph.D. thesis:

A. Serna. "Semantic analysis of 3D point clouds from urban environments : ground, facades, urban objects and accessibility". Ph.D. thesis, Ecole Nationale Supérieure des Mines de Paris. Centre de Morphologie Mathématique, Fontainebleau, France. 2014. download (HAL archives ouvertes)

Journal papers:

2016

A. Serna, B. Marcotegui, and J. Hernández. "Segmentation of Façades from Urban 3D Point Clouds Using Geometrical and Morphological Attribute-Based Operators." ISPRS International Journal of Geo-Information, 2016. (In Press).

2015

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.

2014

Vallet, B., Brédif, M., Serna, A., Marcotegui, B., Paparoditis, N. "TerraMobilita/iQmulus Urban Point Cloud Analysis Benchmark". Computers & Graphics. Pages 1-14.

A. Serna and B. Marcotegui. "Detection, segmentation and classification of 3D urban objects using mathematical morphology and supervised learning". ISPRS Journal of Photogrammetry and Remote Sensing, Volume 93, July 2014, Pages 243-255. bibtex - paper (publisher website) - paper (HAL archives ouvertes)

A. Serna, B. Marcotegui, E. Decencière, T. 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. Special Issue on Advances in Mathematical Morphology. Volume 47, October 2014, Pages 172–182. bibtex - paper (publisher website)

Older

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. bibtex - paper (publisher website) - paper (HAL archives ouvertes)

A. F. Serna-Morales, F. Prieto, E. Bayro-Corrochano. "Acquisition of Three-Dimensional Information of Brain Structures Using Endoneurosonography". In ESWA: Expert Systems With Applications. Vol. 39 (2), February 2012, Pages 1656-1670. Elsevier. bibtex - paper (publisher website)

Alexander Ceballos, Andres F. Serna-Morales, Flavio Prieto, Juan B. Gomez, Tanneguy Redarce. "Sistema Audiovisual para reconocimiento de comandos". En Ingeniare. Revista Chilena de Ingenieria. Vol. 19 Number 2, pp. 278-291. 2011. (In Spanish) bibtex - paper (publisher website)

E. Restrepo-Parra, J. C. Riano-Rojas, A. F. Serna-Morales, D. Cardenas-Pena, F. A. Prieto-Ortiz,. "On the application of digital signal for studying optical emission spectroscopy". In DYNA, Journal of Universidad Nacional de Colombia, Medellin. No. 159. pp: 205-216. 2009.

Conference contributions:

2014

Brédif, M., Vallet, B., Serna, A., Marcotegui, B., Paparoditis. "TerraMobilita/iQmulus urban point cloud classification benchmark". IQmulus workshop on Processing Large Geospatial Data. iQmulus/TerraMobilita contest. pp. 1-6. bibtex - presentation - paper (author version)

A. Serna, B. Marcotegui, F. Goulette and J.-E. Deschaud. "Paris-rue-Madame database: a 3D mobile laser scanner dataset for benchmarking urban detection, segmentation and classification methods". In proceedings of ICPRAM2014: 3rd International Conference on Pattern Recognition and Methods. bibtex - presentation - database - paper (author version) - paper (HAL archives ouvertes)

2013

A. Serna, B. Marcotegui. "Attribute controlled reconstruction and adaptive mathematical morphology". In proceedings of ISMM2013: 11th International Symposium on Mathematical Morphology. pp. 205-216. May 27-29, 2013, Uppsala, Sweden. bibtex - presentation - paper (publisher website) - paper (HAL archives ouvertes)

Older

A. Serna, J. Hernandez, B. Marcotegui. "Adaptive Parameter Tuning for Morphological Segmentation of Building Facade Images". In proceedings of EUSIPCO2012: 20th European Signal Processing Conference, Bucharest, Rumania August 26-31, 2012. pp. 2268-2272, EURASIP 2012. bibtex - paper (publisher website)

A. F. Serna-Morales, F. Prieto, E. Bayro-Corrochano. "Spatio-Temporal Image Tracking Based on Optical Flow and Clustering: An Endoneurosonographic Application". In proceedings of MICAI 2010: Lecture Notes on Artificial Intelligence (LNAI) 6437, pp. 290-300, 2010. Springer-Verlag. Berlin Heidelberg. bibtex - paper (publisher website)

A. F. Serna-Morales, F. Prieto, E. Bayro-Corrochano, E. Sanchez. "3D Modeling of Virtualized Reality Objects Using Neural Computing". In IEEE International Joint Conference on Neural Networks, IJCNN 2011. pp. 2191-2198. San Jose, California. 2011. bibtex - paper (publisher website)

L. F. Montoya-Franco, A. F. Serna-Morales, F. Prieto. "3D object modeling with Graphics Hardware Acceleration and unsupervised neural networks". In proceedings of the 7th International Symposium on Visual Computing. ISVC 2011. Las Vegas, Nevada, USA. 2011. Lecture Notes in Computer Science: Advances in Visual Computing. Vol. 6938, pp. 664-673. Springer Berlin/Heidelberg, 2011. bibtex - paper (publisher website)

E. Restrepo-Parra, J. C. Riano-Rojas, F. A. Prieto-Ortiz, A. F. Serna-Morales, D. A. Cardenas-Pena. "On the application of digital signal processing for studying optical emission spectra generated during the production TiAlN thin films". In Virtual Conference on Nanoscale Science and Technology, University of Arkansas, USA, 2007.

A. F. Serna-Morales, N. Guerrero-Gonzalez, F. A. Prieto-Ortiz. "Reconocimiento de rostros empleando SIFT". In International Conference on Computational Intelligence. Bogota, Colombia. 2007.

A. F. Serna-Morales, D. Cardenas-Pena, E. Restrepo-Parra, J. C. Riano-Rojas, A. Ramirez-Garcia, F. Prieto-Ortiz. "Digital study of optical emission spectra generated during the process of thin films productions". In 6th international Conference on Low Dimensional Structures and Devices, The Caribbean Archipelago of San Andres, Colombia, 2007.

A. F. Serna-Morales, D. Cardenas-Pena, E. Restrepo-Parra, J. C. Riano-Rojas, A. Ramirez-Garcia, F. Prieto-Ortiz. "Utilizacion de las propiedades morfologicas superficiales de recubrimientos de TaN y NbN, para su clasificacion". In 22nd National Conference on Physics, Ibague, Colombia, 2007.

A. F. Serna-Morales, D. Cardenas-Pena, E. Restrepo-Parra, J. C. Riano-Rojas, A. Ramirez-Garcia, F. Prieto-Ortiz. "Estudio digital de espectros de emision optica generados durante la produccion de recubrimientos". In 22nd National Conference on Physics, Ibague, Colombia, 2007.

Master thesis:

Andres Serna. "3D modeling of brain tumors using endoneurosonography and articial neural networks". Master thesis, National University of Colombia. Manizales, Colombia. 2011. (In Spanish) download

Presentations:

A. Serna, "Analyse Sémantique de Nuages de Points 3D et d'Images dans les Milieux Urbains". PhD first year presentation. MINES ParisTech. May 2012, Paris, France (In French) download presentation

A. Serna and B. Marcotegui, "Classification 3D d'objets urbains à partir des données terrestres à balayage laser". In 35ème journée ISS France. MINES ParisTech. February 2012, Paris, France (In French) download presentation

Technical reports:

A. F. Serna-Morales, J. R. Sanz-Uribe, "Tecnologia para el control de verticalidad en una cosechadora de cafe". In Summary of Annual Report of Activities - Cenicafe 2008. National Federation of Coffee Growers of Colombia.