Marcelo Saval-Calvo

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 38

Top Topics

Human Behaviour

Imbalanced Data

Top Venues

Neural Comput. Appl.

Publications

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 (2024)
Hanz Cuevas-Velasquez, Alejandro Galán-Cuenca, Antonio Javier Gallego, Marcelo Saval-Calvo, Robert B. Fisher
Global Point Cloud Registration Network for Large Transformations. CoRR (2024)
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) (2024)
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 (2024)
Pablo Rocamora-García, Marcelo Saval-Calvo, Victor Villena-Martinez, Antonio Javier Gallego
A Deep Approach for Volumetric Tractography Segmentation. IbPRIA (2023)
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)
Pau Climent-Pérez, Alejandro Galán-Cuenca, Nahuel Emiliano Garcí-a-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)
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)
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 (2022)
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 (2021)
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)
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 (2020)
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)
Andrés Fuster Guilló, Jorge Azorín López, Marcelo Saval-Calvo, Juan Miguel Castillo Zaragoza, Nahuel Garcia-Durso, Robert B. Fisher
RGB-D-based Framework to Acquire, Visualize and Measure the Human Body for Dietetic Treatments. CoRR (2020)
Luis Felipe Borja-Borja, Jorge Azorín López, Marcelo Saval-Calvo, Andrés Fuster Guilló
. IJCNN (2020)
Andrés Fuster Guilló, Jorge Azorín López, Marcelo Saval-Calvo, Juan Miguel Castillo Zaragoza, Nahuel Garcia-Durso, Robert B. Fisher
RGB-D-Based Framework to Acquire, Visualize and Measure the Human Body for Dietetic Treatments. Sensors 20 (13) (2020)
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)
Hanz Cuevas-Velasquez, Nanbo Li, Radim Tylecek, Marcelo Saval-Calvo, Robert B. Fisher
Hybrid Multi-camera Visual Servoing to Moving Target. IROS (2018)
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) (2018)
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)
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 (2018)
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 (2018)
Hanz Cuevas-Velasquez, Nanbo Li, Radim Tylecek, Marcelo Saval-Calvo, Robert B. Fisher
Hybrid Multi-camera Visual Servoing to Moving Target. CoRR (2018)
Marcelo Saval-Calvo, Jorge Azorín López, Andrés Fuster Guilló, Higinio Mora Mora
μ-MAR: Multiplane 3D Marker based Registration for Depth-sensing Cameras. CoRR (2017)
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)
Christos Maniatis, Marcelo Saval-Calvo, Radim Tylecek, Robert B. Fisher
Best Viewpoint Tracking for Camera Mounted on Robotic Arm with Dynamic Obstacles. CoRR (2017)
Luis Felipe Borja-Borja, Marcelo Saval-Calvo, Jorge Azorín López
Machine Learning Methods from Group to Crowd Behaviour Analysis. IWANN (2) (2017)
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) (2017)
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) (2017)
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 (2017)
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) (2017)
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) (2017)
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) (2017)
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) (2017)
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) (2017)
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) (2017)
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) (2016)
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)
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)
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) (2015)
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 (2015)
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)
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)
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)
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)
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)
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) (2014)
Jorge Azorín López, Marcelo Saval-Calvo, Andrés Fuster Guilló, José García Rodríguez
Human behaviour recognition based on trajectory analysis using neural networks. IJCNN (2013)
Marcelo Saval-Calvo, Jorge Azorín López, Andrés Fuster Guilló
Model-Based Multi-view Registration for RGB-D Sensors. IWANN (2) (2013)