Detection, segmentation and classification of 3D urban objects using mathematical morphology and supervised learning A Serna, B Marcotegui ISPRS Journal of Photogrammetry and Remote Sensing 93, 243-255, 2014 | 198 | 2014 |
TerraMobilita/iQmulus urban point cloud analysis benchmark B Vallet, M Brédif, A Serna, B Marcotegui, N Paparoditis Computers & Graphics 49, 126-133, 2015 | 175 | 2015 |
Paris-rue-Madame database: A 3D mobile laser scanner dataset for benchmarking urban detection, segmentation and classification methods A Serna, B Marcotegui, F Goulette, JE Deschaud 4th international conference on pattern recognition, applications and …, 2014 | 157 | 2014 |
Urban accessibility diagnosis from mobile laser scanning data A Serna, B Marcotegui ISPRS Journal of Photogrammetry and Remote Sensing 84, 23-32, 2013 | 114 | 2013 |
On power Jaccard losses for semantic segmentation D Duque-Arias, S Velasco-Forero, JE Deschaud, F Goulette, A Serna, ... VISAPP 2021: 16th International conference on computer vision theory and …, 2021 | 47 | 2021 |
Segmentation of façades from urban 3D point clouds using geometrical and morphological attribute-based operators A Serna, B Marcotegui, J Hernández ISPRS International Journal of Geo-Information 5 (1), 6, 2016 | 21 | 2016 |
Attribute controlled reconstruction and adaptive mathematical morphology A Serna, B Marcotegui Mathematical Morphology and Its Applications to Signal and Image Processing …, 2013 | 18 | 2013 |
TerraMobilita/IQmulus urban point cloud classification benchmark M Brédif, B Vallet, A Serna, B Marcotegui, N Paparoditis Workshop on Processing Large Geospatial Data, 2014 | 15 | 2014 |
Segmentation of elongated objects using attribute profiles and area stability: Application to melanocyte segmentation in engineered skin A Serna, B Marcotegui, E Decenciere, T Baldeweck, AM Pena, S Brizion Pattern Recognition Letters 47, 172-182, 2014 | 13 | 2014 |
Road segmentation on low resolution lidar point clouds for autonomous vehicles L Gigli, BR Kiran, T Paul, A Serna, N Vemuri, B Marcotegui, ... arXiv preprint arXiv:2005.13102, 2020 | 11 | 2020 |
Segmentation and classification of 3D urban point clouds: Comparison and combination of two approaches AK Aijazi, A Serna, B Marcotegui, P Checchin, L Trassoudaine Field and Service Robotics: Results of the 10th International Conference …, 2016 | 11 | 2016 |
Adaptive parameter tuning for morphological segmentation of building facade images A Serna, J Hernández, B Marcotegui 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO …, 2012 | 7 | 2012 |
Acquisition of three-dimensional information of brain structures using endoneurosonography AF Serna-Morales, F Prieto-Ortiz, E Bayro-Corrochano Expert systems with applications 39 (2), 1656-1670, 2012 | 6 | 2012 |
Sistema audiovisual para reconocimiento de comandos A Ceballos, AF Serna-Morales, F Prieto, JB Gómez, T Redarce Ingeniare. Revista chilena de ingeniería 19 (2), 278-291, 2011 | 6 | 2011 |
Spatio-temporal image tracking based on optical flow and clustering: An endoneurosonographic application AF Serna-Morales, F Prieto, E Bayro-Corrochano Advances in Artificial Intelligence: 9th Mexican International Conference on …, 2010 | 6 | 2010 |
TerraMobilita contest–analysis of mobile laser scans (MLS) in dense urban environments. MATIS Laboratory, French National Mapping Agency (IGN) and Center for Mathematical … N Paparoditis, B Vallet, B Marcotegui, A Serna | 5 | |
Mathematical morphology on irregularly sampled data applied to segmentation of 3D point clouds of urban scenes T Asplund, A Serna, B Marcotegui, R Strand, CL Luengo Hendriks Mathematical Morphology and Its Applications to Signal and Image Processing …, 2019 | 4 | 2019 |
3D modeling of virtualized reality objects using neural computing AF Serna-Morales, F Prieto, E Bayro-Corrochano, EN Sánchez The 2011 International Joint Conference on Neural Networks, 2191-2198, 2011 | 4 | 2011 |
Large scale 3D Point Cloud modeling from CAD database in complex industrial environments M Corsia, T Chabardes, H Bouchiba, A Serna The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2020 | 3 | 2020 |
Towards a 3D modeling of brain tumors by using endoneurosonography and neural networks A Serna, F Prieto Revista Ingenierías Universidad de Medellín 16 (30), 129-148, 2017 | 3 | 2017 |