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ORCIDMarcelo Saval-Calvo
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Journal Articles
- 2024
[j20]Alejandro Galán-Cuenca
, Antonio Javier Gallego, Marcelo Saval-Calvo, Antonio Pertusa:
Few-shot learning for COVID-19 chest X-ray classification with imbalanced data: an inter vs. intra domain study. Pattern Anal. Appl. 27(3): 69 (2024)- [j19]Hanz Cuevas-Velasquez, Alejandro Galán-Cuenca, Antonio Javier Gallego, Marcelo Saval-Calvo, Robert B. Fisher:
Global point cloud registration network for large transformations. Pattern Anal. Appl. 27(4): 137 (2024) - [j18]Pau Climent-Pérez, Alejandro Galán-Cuenca, Nahuel E. Garcia-D'Urso, Marcelo Saval-Calvo, Jorge Azorín López, Andrés Fuster Guilló:
Simultaneous, vision-based fish instance segmentation, species classification and size regression. PeerJ Comput. Sci. 10: e1770 (2024) - 2022
- [j17]Luis Felipe Borja-Borja, Jorge Azorín López, Marcelo Saval-Calvo, Andrés Fuster Guilló, Marc Sebban:
Architecture for Automatic Recognition of Group Activities Using Local Motions and Context. IEEE Access 10: 79874-79889 (2022) - 2021
- [j16]Jorge Azorín López, Marc Sebban, Andrés Fuster Guilló, Marcelo Saval-Calvo, Amaury Habrard:
Iterative multilinear optimization for planar model fitting under geometric constraints. PeerJ Comput. Sci. 7: e691 (2021) - 2020
- [j15]Andrés Fuster Guilló, Jorge Azorín López, Marcelo Saval-Calvo, Juan Miguel Castillo Zaragoza, Nahuel E. Garcia-D'Urso, Robert B. Fisher:
RGB-D-Based Framework to Acquire, Visualize and Measure the Human Body for Dietetic Treatments. Sensors 20(13): 3690 (2020) - 2018
- [j14]Marcelo Saval-Calvo, Jorge Azorín López, Andrés Fuster Guilló, Victor Villena-Martinez, Robert B. Fisher:
3D non-rigid registration using color: Color Coherent Point Drift. Comput. Vis. Image Underst. 169: 119-135 (2018) - [j13]Sergio Orts-Escolano, José García Rodríguez, Miguel Cazorla, Vicente Morell, Jorge Azorín López, Marcelo Saval-Calvo, Alberto Garcia-Garcia, Victor Villena-Martinez:
Bioinspired point cloud representation: 3D object tracking. Neural Comput. Appl. 29(9): 663-672 (2018) - 2017
- [j12]Victor Villena-Martinez, Andrés Fuster Guilló, Marcelo Saval-Calvo, Jorge Azorín López:
An Iterative Method for 3D Body Registration Using a Single RGB-D Sensor. Int. J. Comput. Vis. Image Process. 7(3): 26-39 (2017) - [j11]Luis Felipe Borja-Borja, Jorge Azorín López, Marcelo Saval-Calvo:
A Compilation of Methods and Datasets for Group and Crowd Action Recognition. Int. J. Comput. Vis. Image Process. 7(3): 40-53 (2017) - [j10]Alberto Garcia-Garcia, Sergio Orts-Escolano, Sergiu Oprea, José García Rodríguez, Jorge Azorín López, Marcelo Saval-Calvo, Miguel Cazorla:
Multi-sensor 3D object dataset for object recognition with full pose estimation. Neural Comput. Appl. 28(5): 941-952 (2017) - [j9]Marcelo Saval-Calvo, Jorge Azorín López, Andrés Fuster Guilló, José García Rodríguez, Sergio Orts-Escolano, Alberto Garcia-Garcia:
Evaluation of sampling method effects in 3D non-rigid registration. Neural Comput. Appl. 28(5): 953-967 (2017) - [j8]Jorge Azorín López, Marcelo Saval-Calvo, Andrés Fuster Guilló, José García Rodríguez, Higinio Mora Mora:
Constrained self-organizing feature map to preserve feature extraction topology. Neural Comput. Appl. 28(S-1): 439-459 (2017) - [j7]Victor Villena-Martinez, Andrés Fuster Guilló, Jorge Azorín López, Marcelo Saval-Calvo, Jerónimo Mora Pascual, José García Rodríguez, Alberto Garcia-Garcia:
A Quantitative Comparison of Calibration Methods for RGB-D Sensors Using Different Technologies. Sensors 17(2): 243 (2017) - [j6]Marcelo Saval-Calvo, Luis Medina-Valdés, José María Castillo Secilla, Sergio Cuenca-Asensi, Antonio Martínez-Álvarez, Jorge Villagra:
A Review of the Bayesian Occupancy Filter. Sensors 17(2): 344 (2017) - [j5]Jorge Azorín López, Andrés Fuster Guilló, Marcelo Saval-Calvo, Higinio Mora Mora, Juan Manuel García Chamizo:
A Novel Active Imaging Model to Design Visual Systems: A Case of Inspection System for Specular Surfaces. Sensors 17(7): 1466 (2017) - 2016
- [j4]Jorge Azorín López, Marcelo Saval-Calvo, Andrés Fuster Guilló, José García Rodríguez:
A Novel Prediction Method for Early Recognition of Global Human Behaviour in Image Sequences. Neural Process. Lett. 43(2): 363-387 (2016) - 2015
- [j3]Marcelo Saval-Calvo, Jorge Azorín López, Andrés Fuster Guilló, José García Rodríguez:
Three-dimensional planar model estimation using multi-constraint knowledge based on k-means and RANSAC. Appl. Soft Comput. 34: 572-586 (2015) - [j2]Marcelo Saval-Calvo, Jorge Azorín López, Andrés Fuster Guilló, Higinio Mora Mora:
μ-MAR: Multiplane 3D Marker based Registration for depth-sensing cameras. Expert Syst. Appl. 42(23): 9353-9365 (2015) - 2014
- [j1]Vicente Morell-Giménez, Marcelo Saval-Calvo, Jorge Azorín López, José García Rodríguez, Miguel Cazorla, Sergio Orts-Escolano, Andrés Fuster Guilló:
A Comparative Study of Registration Methods for RGB-D Video of Static Scenes. Sensors 14(5): 8547-8576 (2014)
Conference and Workshop Papers
- 2023
- [c21]Alejandro Galán-Cuenca, Miguel Mirón, Antonio Javier Gallego, Marcelo Saval-Calvo, Antonio Pertusa:
Inter vs. Intra Domain Study of COVID Chest X-Ray Classification with Imbalanced Datasets. IbPRIA 2023: 507-519 - [c20]Pablo Rocamora-García, Marcelo Saval-Calvo, Victor Villena-Martinez, Antonio Javier Gallego:
A Deep Approach for Volumetric Tractography Segmentation. IbPRIA 2023: 581-592 - 2022
- [c19]Nahuel E. Garcia-D'Urso, Alejandro Galán-Cuenca, Pau Climent-Pérez, Marcelo Saval-Calvo, Jorge Azorín López, Andrés Fuster Guilló:
Efficient instance segmentation using deep learning for species identification in fish markets. IJCNN 2022: 1-8 - [c18]Pau Climent-Pérez, Alejandro Galán-Cuenca, Nahuel Emiliano Garcia-D'Urso, Marcelo Saval-Calvo, Jorge Azorín López, Andrés Fuster Guilló:
Automatic Fish Size Estimation from Uncalibrated Fish Market Images Using Computer Vision and Deep Learning. SOCO 2022: 319-329 - 2021
- [c17]Victor Villena-Martinez, Marcelo Saval-Calvo, Jorge Azorín López, Andrés Fuster Guilló, Robert B. Fisher:
Local-Global based Deep Registration Neural Network for Rigid Alignment. IJCNN 2021: 1-8 - 2020
- [c16]Luis Felipe Borja-Borja, Jorge Azorín López, Marcelo Saval-Calvo, Andrés Fuster Guilló:
Deep Learning Architecture for Group Activity Recognition using Description of Local Motions*. IJCNN 2020: 1-8 - [c15]Luis Felipe Borja-Borja, Jorge Azorín López, Marcelo Saval-Calvo:
A Deep Learning Architecture for Recognizing Abnormal Activities of Groups Using Context and Motion Information. SOCO 2020: 760-769 - 2019
- [c14]Andrés Fuster Guilló, Jorge Azorín López, Juan Miguel Castillo Zaragoza, Luis Fernando Pérez Pérez, Marcelo Saval-Calvo, Robert B. Fisher:
3D Technologies to Acquire and Visualize the Human Body for Improving Dietetic Treatment. UCAmI 2019: 53 - 2018
- [c13]Luis Felipe Borja-Borja, Marcelo Saval-Calvo, Jorge Azorín López:
A Short Review of Deep Learning Methods for Understanding Group and Crowd Activities. IJCNN 2018: 1-8 - [c12]Hanz Cuevas-Velasquez, Nanbo Li, Radim Tylecek, Marcelo Saval-Calvo, Robert B. Fisher:
Hybrid Multi-camera Visual Servoing to Moving Target. IROS 2018: 1132-1137 - 2017
- [c11]Luis Felipe Borja-Borja, Marcelo Saval-Calvo, Jorge Azorín López:
Machine Learning Methods from Group to Crowd Behaviour Analysis. IWANN (2) 2017: 294-305 - [c10]Victor Villena-Martinez, Andrés Fuster Guilló, Marcelo Saval-Calvo, Jorge Azorín López:
3D Body Registration from RGB-D Data with Unconstrained Movements and Single Sensor. IWANN (2) 2017: 317-329 - 2016
- [c9]Jorge Azorín López, Marcelo Saval-Calvo, Andrés Fuster Guilló, José García Rodríguez, Miguel Cazorla, María Teresa Signes Pont:
Group activity description and recognition based on trajectory analysis and neural networks. IJCNN 2016: 1585-1592 - 2015
- [c8]Jorge Azorín López, Marcelo Saval-Calvo, Andrés Fuster Guilló, José García Rodríguez, Sergio Orts-Escolano:
Self-Organizing Activity Description Map to represent and classify human behaviour. IJCNN 2015: 1-7 - [c7]Sergio Orts-Escolano, José García Rodríguez, Vicente Morell, Miguel Cazorla, Marcelo Saval-Calvo, Jorge Azorín López:
Processing point cloud sequences with Growing Neural Gas. IJCNN 2015: 1-8 - [c6]Marcelo Saval-Calvo, Sergio Orts-Escolano, Jorge Azorín López, José García Rodríguez, Andrés Fuster Guilló, Vicente Morell-Giménez, Miguel Cazorla:
Non-rigid point set registration using color and data downsampling. IJCNN 2015: 1-8 - [c5]Jorge Azorín López, Marcelo Saval-Calvo, Andrés Fuster Guilló, Higinio Mora Mora, Victor Villena-Martinez:
Topology Preserving Self-Organizing Map of Features in Image Space for Trajectory Classification. IWINAC (2) 2015: 271-280 - [c4]Marcelo Saval-Calvo, Sergio Orts-Escolano, Jorge Azorín López, José García Rodríguez, Andrés Fuster Guilló, Vicente Morell-Giménez, Miguel Cazorla:
A Comparative Study of Downsampling Techniques for Non-rigid Point Set Registration Using Color. IWINAC (2) 2015: 281-290 - 2014
- [c3]Jorge Azorín López, Marcelo Saval-Calvo, Andrés Fuster Guilló, Antonio Oliver-Albert:
A predictive model for recognizing human behaviour based on trajectory representation. IJCNN 2014: 1494-1501 - 2013
- [c2]Jorge Azorín López, Marcelo Saval-Calvo, Andrés Fuster Guilló, José García Rodríguez:
Human behaviour recognition based on trajectory analysis using neural networks. IJCNN 2013: 1-7 - [c1]Marcelo Saval-Calvo, Jorge Azorín López, Andrés Fuster Guilló:
Model-Based Multi-view Registration for RGB-D Sensors. IWANN (2) 2013: 496-503
Informal and Other Publications
- 2024
- [i9]Alejandro Galán-Cuenca, Antonio Javier Gallego, Marcelo Saval-Calvo, Antonio Pertusa:
Few-shot learning for COVID-19 Chest X-Ray Classification with Imbalanced Data: An Inter vs. Intra Domain Study. CoRR abs/2401.10129 (2024) - [i8]Hanz Cuevas-Velasquez, Alejandro Galán-Cuenca, Antonio Javier Gallego, Marcelo Saval-Calvo, Robert B. Fisher:
Global Point Cloud Registration Network for Large Transformations. CoRR abs/2403.18040 (2024) - 2020
- [i7]Victor Villena-Martinez, Sergiu Oprea, Marcelo Saval-Calvo, Jorge Azorín López, Andrés Fuster Guilló, Robert B. Fisher:
When Deep Learning Meets Data Alignment: A Review on Deep Registration Networks (DRNs). CoRR abs/2003.03167 (2020) - [i6]Andrés Fuster Guilló, Jorge Azorín López, Marcelo Saval-Calvo, Juan Miguel Castillo Zaragoza, Nahuel E. Garcia-D'Urso, Robert B. Fisher:
RGB-D-based Framework to Acquire, Visualize and Measure the Human Body for Dietetic Treatments. CoRR abs/2007.00981 (2020) - 2018
- [i5]Marcelo Saval-Calvo, Jorge Azorín López, Andrés Fuster Guilló, Victor Villena-Martinez, Robert B. Fisher:
3D non-rigid registration using color: Color Coherent Point Drift. CoRR abs/1802.01516 (2018) - [i4]Hanz Cuevas-Velasquez, Nanbo Li, Radim Tylecek, Marcelo Saval-Calvo, Robert B. Fisher:
Hybrid Multi-camera Visual Servoing to Moving Target. CoRR abs/1803.02285 (2018) - 2017
- [i3]Christos Maniatis, Marcelo Saval-Calvo, Radim Tylecek, Robert B. Fisher:
Best Viewpoint Tracking for Camera Mounted on Robotic Arm with Dynamic Obstacles. CoRR abs/1708.00300 (2017) - [i2]Marcelo Saval-Calvo, Jorge Azorín López, Andrés Fuster Guilló, José García Rodríguez:
Three-dimensional planar model estimation using multi-constraint knowledge based on k-means and RANSAC. CoRR abs/1708.01143 (2017) - [i1]Marcelo Saval-Calvo, Jorge Azorín López, Andrés Fuster Guilló, Higinio Mora Mora:
μ-MAR: Multiplane 3D Marker based Registration for Depth-sensing Cameras. CoRR abs/1708.01405 (2017)
Coauthor Index
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