• Reconeixement de formes
• Anàlisis d’imatges en color
• Anàlisi de textures visuals
• Anàlisis d’imatges en moviment
• Estereoscòpia
• Reconeixement de formes estadístic
• Tècniques de classificació automàtica

Articles en revistes

• Shadow detection using a cross-attentional dual-decoder network with self-supervised image reconstruction features Article

  Ruben Fernandez Beltran, Angélica Guzmán Ponce, Rafael Fernández Beltrán, Jian Kang, Ginés García Mateos.

  IMAGE AND VISION COMPUTING ; Vol. 143 pp. 1-16. (2024). ISSN: 0262-8856

• Sneaky emotions: impact of data partitions in affective computing experiments with brain-computer interfacing Article

  Yoelvis Moreno Alcayde, Vicente Javier Traver Roig, Luis A. Leiva.

  Biomedical Engineering Letters; Num. 1 Vol. 14 pp. 103-113. (2024). ISSN: 2093-9868

• Analyzing the effect of shot noise in indirect Time-of-Flight cameras Article

  Onofre Sanmartín Vich, Javier Calpe, Filiberto Pla Bañón.

  SIGNAL PROCESSING-IMAGE COMMUNICATION ; Vol. 122 pp. 1-8. (2024). ISSN: 0923-5965

• Semi- and Self-Supervised Metric Learning for Remote Sensing Applications Article

  Itzá Alejandra Hernández Sequeira, Rubén Fernández Beltrán, Filiberto Pla Bañón.

  IEEE GEOSCIENCE AND REMOTE SENSING LETTERS; Vol. 21 pp. 1-5. (2024). ISSN: 1545-598X

• Modulating the Gameplay Challenge Through Simple Visual Computing Elements: A Cube Puzzle Case Study Article

  José Ribelles Miguel, María de los Ángeles López Malo, Vicente Javier Traver Roig.

  International Journal of Interactive Multimedia and Artificial Intelligence; Num. 6 Vol. 8 pp. 177-193. (2024). ISSN: 1989-1660

• Affective Relevance Article

  Tuukka Ruotsalo , Vicente Javier Traver Roig, Aleksandra Kawala-Sterniuk, Aleksandra Kawala-Sterniuk Opole .

  IEEE INTELLIGENT SYSTEMS; Num. 4 Vol. 39 pp. 12-22. (2024). ISSN: 1541-1672

• Efficient Decoding of Affective States from Video-elicited EEG Signals: An Empirical Investigation Article

  Kayhan Latifzadeh, Nima Gozalpour, Vicente Javier Traver Roig, Tuukka Ruotsalo, Aleksandra Kawala-Sterniuk, Luis A Leiva.

  ACM Transactions on Multimedia Computing Communications and Applications ; Num. 10 Vol. 20 pp. 1-24. (2024). ISSN: 1551-6857

• Using Sentinel-2-Based Metrics to Characterize the Spatial Heterogeneity of FLEX Sun-Induced Chlorophyll Fluorescence on Sub-Pixel Scale Article

  Nela Jantol, Egor Prikaziuk, Marco Celesti, Itzá Alejandra Hernández Sequeira, Enrico Tomelleri, Javier Pacheco Labrador, Shari Van Wittenberghe, Filiberto Pla Bañón, Subhajit Bandopadhyay, Gerbrand Koren, Bastian Siegmann, Tarzan Legović, Hrvoje Kutnjak, M. Pilar Cendrero Mateo.

  Remote Sensing; Num. 19 Vol. 15 pp. 1-25. (2023). ISSN: 2072-4292

• FloU-Net: An Optical Flow Network for Multimodal Self-Supervised Image Registration Article

  Damián Ibáñez Fernández, Rubén Fernández Beltrán, Filiberto Pla Bañón.

  IEEE GEOSCIENCE AND REMOTE SENSING LETTERS; Vol. 20 pp. 1-5. (2023). ISSN: 1545-598X

• Shot Noise Analysis for Differential Sampling in Indirect Time of Flight Cameras Article

  Nofre Sanmartín Vich, Javier Calpe, Filiberto Pla Bañón.

  IEEE SIGNAL PROCESSING LETTERS ; Vol. 30 pp. 46-49. (2023). ISSN: 1070-9908

• W-NetPan: Double-U network for inter-sensor self-supervised pan-sharpening Article

  Ruben Fernandez Beltran, Rafael Fernández Beltrán, Jian Kang, Filiberto Pla Bañón.

  NEUROCOMPUTING ; Vol. 530 pp. 125-138. (2023). ISSN: 0925-2312

• Masked Auto-Encoding Spectral–Spatial Transformer for Hyperspectral Image Classification Article

  Damián Ibáñez Fernández, Ruben Fernandez Beltran, Filiberto Pla Bañón, Naoto Yokoya.

  IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING ; Vol. 60 pp. 1-18. (2022). ISSN: 0196-2892

• DAT-CNN: Dual Attention Temporal CNN for Time-Resolving Sentinel-3 Vegetation Indices Article

  Damián Ibáñez Fernández, Rubén Fernández Beltrán, Filiberto Pla Bañón, Naoto Yokoya.

  IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING; Vol. 15 pp. 2632-2643. (2022). ISSN: 1939-1404

• Simultaneous Color Restoration and Depth Estimation in Light Field Imaging Article

  Yongwei Li, Filiberto Pla Bañón, Mårten Sjöström, Ruben Fernandez Beltran.

  IEEE ACCESS; Vol. 10 pp. 49599-49610. (2022). ISSN: 2169-3536

• Head and Eye Egocentric Gesture Recognition for Human-Robot Interaction Using Eyewear Cameras Article

  Javier Marina Miranda, Vicente Javier Traver Roig.

  IEEE ROBOTICS AND AUTOMATION LETTERS; Num. 3 Vol. 7 pp. 7067-7074. (2022). ISSN: 2377-3766

• Attentional Dense Convolutional Neural Network for Water Body Extraction From Sentinel-2 Images Article

  Janak Parajuli , Ruben Fernandez Beltran, Jian Kang, Filiberto Pla Bañón.

  IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING; Vol. 15 pp. 6804-6816. (2022). ISSN: 1939-1404

• Egocentric video summarisation via purpose-oriented frame scoring and selection Article

  Vicente Javier Traver Roig, Dima Damen.

  EXPERT SYSTEMS WITH APPLICATIONS; Vol. 189 pp. 1-13. (2022). ISSN: 0957-4174

• Rice-yield prediction with multi-temporal sentinel-2 data and 3D CNN: A case study in Nepal Article

  Rubén Fernández Beltrán, Tina Baidar , Jian Kang, Filiberto Pla Bañón.

  Remote Sensing; Num. 7 Vol. 13 pp. 1-25. (2021). ISSN: 2072-4292

• Time-Resolved Sentinel-3 Vegetation Indices Via Inter-Sensor 3-D Convolutional Regression Networks (Epub ahead of print) Article

  Rubén Fernández Beltrán, Damián Ibáñez Fernández, Jian Kang, Filiberto Pla Bañón.

  IEEE GEOSCIENCE AND REMOTE SENSING LETTERS; Num. 2021 Vol. 19 pp. 1-5. (2021). ISSN: 1545-598X

• Sentinel-3 Super-Resolution Based on Dense Multireceptive Channel Attention Article

  Rafael Fernández Beltrán, Rubén Fernández Beltrán, Jian Kang, Filiberto Pla Bañón.

  IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING; Vol. 14 pp. 7359-7372. (2021). ISSN: 1939-1404

• Unsupervised Remote Sensing Image Retrieval Using Probabilistic Latent Semantic Hashing Article

  Rubén Fernández Beltrán, Begüm Demir, Filiberto Pla Bañón, Antonio Plaza.

  IEEE GEOSCIENCE AND REMOTE SENSING LETTERS; Num. 2 Vol. 18 pp. 256-260. (2021). ISSN: 1545-598X

• Spherical panorama compositing through depth estimation Article

  Miguel Saura Herreros, María de los Ángeles López Malo, José Ribelles Miguel.

  VISUAL COMPUTER; Num. 9-11 Vol. 37 pp. 2809-2821. (2021). ISSN: 0178-2789

• Sentinel-3/FLEX Biophysical Product Confidence Using Sentinel-2 Land-Cover Spatial Distributions Article

  Rubén Fernández Beltrán, Filiberto Pla Bañón, Jian Kang, Jose Moreno, Antonio Plaza.

  IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING; Vol. 14 pp. 3447-3461. (2021). ISSN: 1939-1404

• A Kinect-Based Interactive System for Home-Assisted Active Aging Article

  Gabriel Fuertes Muñoz, Ramón Alberto Mollineda Cardenas, Filiberto Pla Bañón.

  SENSORS; Num. 2 Vol. 21 pp. 1-26. (2021). ISSN: 1424-8220

• Educational Videogame to Learn the Periodic Table: Design Rationale and Lessons Learned Article

  Vicente Javier Traver Roig, Luis A. Leiva, Vicente Martí Centelles, Jenifer Rubio Magnieto.

  JOURNAL OF CHEMICAL EDUCATION; Num. 7 Vol. 98 pp. 2298-2306. (2021). ISSN: 0021-9584

• Glimpse: A gaze-based measure of temporal salience Article

  Vicente Javier Traver Roig, Judith Zorío Ventura, Luis A. Leiva.

  SENSORS; Num. 9 Vol. 21 pp. 1-18. (2021). ISSN: 1424-8220

• Multitemporal Mosaicing for Sentinel-3/FLEX Derived Level-2 Product Composites Article

  Damian Ibañez Fernandez, Rubén Fernández Beltrán, José Martínez Sotoca, Ramón Alberto Mollineda Cardenas, José Moreno, Filiberto Pla Bañón.

  IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING; Vol. 13 pp. 5439-5454. (2020). ISSN: 1939-1404

• Remotely Sensed Data Fusion for Spatiotemporal Geostatistical Analysis of Forest Fire Hazard Article

  Stavros Sakellariou, Pedro Cabral, Mário Caetano, Filiberto Pla Bañón, Marco Painho, Olga Christopoulou, Athanassios Sfougaris, Nicolas Dalezios, Christos Vasilakos.

  SENSORS; Num. 17 Vol. 20 pp. 1-20. (2020). ISSN: 1424-8220

• Roadmap on 3D integral imaging: sensing, processing, and display Article

  Bahram Javidi, Artur Carnicer, Jun Arai, Toshiaki Fujii, Hong Hua, Hongen Liao, Manuel Martínez-Corral, Filiberto Pla Bañón, Adrian Stern, Laura Waller, Qiong-Hua Wang, Gordon Wetzstein, Masahiro Yamaguchi, Hirotsugu Yamamoto.

  OPTICS EXPRESS; Num. 22 Vol. 28 pp. 32266-32293. (2020). ISSN: 1094-4087

• Human gesture recognition under degraded environments using 3D-integral imaging and deep learning Article

  Gokul Krishnan, Rakesh Joshi, Timothy O’Connor, Filiberto Pla Bañón, Bahram Javidi.

  OPTICS EXPRESS; Num. 13 Vol. 28 pp. 19711-19725. (2020). ISSN: 1094-4087

• Study of Convolutional Neural Networks for Global Parametric Motion Estimation on Log-Polar Imagery Article

  Vicente Javier Traver Roig, Roberto Paredes.

  IEEE ACCESS; Vol. 8 pp. 149122-149132. (2020). ISSN: 2169-3536

• Endmember Extraction From Hyperspectral Imagery Based on Probabilistic Tensor Moments Article

  Rubén Fernández Beltrán, Filiberto Pla Bañón, Antonio Plaza.

  IEEE GEOSCIENCE AND REMOTE SENSING LETTERS; Num. 12 Vol. 17 pp. 1-5. (2020). ISSN: 1545-598X

• Fundamentals of automated human gesture recognition using 3D integral imaging: a tutorial Article

  Bahram Javidi, Filiberto Pla Bañón, José Martínez Sotoca, Xin Shen, Pedro Latorre Carmona, Manuel Martínez Corral, Rubén Fernández Beltrán, Gokul Krishnan.

  Advances in Optics and Photonics; Num. 4 Vol. 12 pp. 1237-1299. (2020). ISSN: 1943-8206

• Depth estimation improvement in 3D integral imaging using an edge removal approach Article

  José Martínez Sotoca, Pedro Latorre Carmona, Héctor Espinos Morato, Filiberto Pla Bañón, Bahram Javidi.

  PATTERN ANALYSIS AND APPLICATIONS ; Num. 1 Vol. 22 pp. 33-45. (2019). ISSN: 1433-7541

• A RGBD-Based Interactive System for Gaming-Driven Rehabilitation of Upper Limbs Article

  Gabriel Fuertes Muñoz, Ramón Alberto Mollineda Cardenas, Jesús Gallardo Casero, Filiberto Pla Bañón.

  SENSORS; Num. 16 Vol. 19 pp. 1-16. (2019). ISSN: 1424-8220

• Capsule Networks for Hyperspectral Image Classification Article

  Mercedes E. Paoletti, Juan Mario Haut, Rubén Fernández Beltrán, Javier Plaza, Antonio Plaza, Jun Li, Filiberto Pla Bañón.

  IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING ; Num. 4 Vol. 57 pp. 2145-2160. (2019). ISSN: 0196-2892

• Deep Pyramidal Residual Networks for Spectral-Spatial Hyperspectral Image Classification Article

  Mercedes E. Paoletti, Juan Mario Haut, Rubén Fernández Beltrán, Javier Plaza, Antonio J. Plaza, Filiberto Pla Bañón.

  IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING ; Num. 2 Vol. 57 pp. 740-754. (2019). ISSN: 0196-2892

• Recognizing white blood cells with local image descriptors Article

  Dan López Puigdollers, Vicente Javier Traver Roig, Filiberto Pla Bañón.

  EXPERT SYSTEMS WITH APPLICATIONS; Vol. 115 pp. 695-708. (2019). ISSN: 0957-4174

• Online reconstruction-free single-pixel image classification Article

  Pedro Latorre Carmona, Vicente Javier Traver Roig, José Salvador Sánchez Garreta, Enrique Ataulfo Tajahuerce Romera.

  IMAGE AND VISION COMPUTING ; Vol. 86 pp. 28-37. (2019). ISSN: 0262-8856

• Intersensor Remote Sensing Image Registration Using Multispectral Semantic Embeddings Article

  Rubén Fernández Beltrán, Filiberto Pla Bañón, Antonio Plaza.

  IEEE GEOSCIENCE AND REMOTE SENSING LETTERS; Num. 10 Vol. 16 pp. 1545-1549. (2019). ISSN: 1545-598X

• Sentinel-2 and Sentinel-3 Intersensor Vegetation Estimation via Constrained Topic Modeling Article

  Rubén Fernández Beltrán, Filiberto Pla Bañón, Antonio Plaza.

  IEEE GEOSCIENCE AND REMOTE SENSING LETTERS; Num. 10 Vol. 16 pp. 1531-1535. (2019). ISSN: 1545-598X

• Cocaine-Induced Preference Conditioning: a Machine Vision Perspective Article

  Vicente Javier Traver Roig, Filiberto Pla Bañón, Marta Asunta Miquel Salgado-Araujo, Maria Carbó Gas, Isis Gil Miravet, Julián Guarque Chabrera.

  NEUROINFORMATICS ; Num. 3 Vol. 17 pp. 343-359. (2019). ISSN: 1539-2791

• Depth and All-in-Focus Image Estimation in Synthetic Aperture Integral Imaging Under Partial Occlusions Article

  José Martínez Sotoca, Pedro Latorre Carmona, Filiberto Pla Bañón, Bahram Javidi.

  IEEE ACCESS; Vol. 7 pp. 1052-1067. (2019). ISSN: 2169-3536

Treballs presentats en congressos publicats

• Human gesture recognition in degraded environments with multi-dimensional integral imaging: An Overview

  Bahram Javidi, Gokul Krishnan, Filiberto Pla Bañón.

  3D Image Acquisition and Display: Technology, Perception and Applications 2024. Part of Optica Imaging Congress. Toulouse (Francia)

  Optica Publishing Group, 2024. ISBN: 9781957171371

• Guided Depth Completion Using Active Infrared Images in Time of Flight Systems

  Amina Achaibou , Onofre Sanmartín Vich, Filiberto Pla Bañón, Javier Calpe.

  Iberian Conference on Pattern Recognition and Image Analysis - IBPRA 2023. Alicante (España)

  Springer, 2023. ISBN: 9783031366154

• IR-Guided Energy Optimization Framework for Depth Enhancement in Time of Flight Imaging

  Amina Achaibou , Filiberto Pla Bañón, Francisco Calpe.

  CIARP 2023: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications. Coimbra (Portugal)

  Springer, 2023. ISBN: 9783031490170

• Semi-supervised Classification for Remote Sensing Datasets

  Itzá Alejandra Hernández Sequeira, Rubén Fernández Beltrán, Yonghao Xu, Pedram Ghamisi, Filiberto Pla Bañón.

  22nd International Conference on Image Analysis and Processing– ICIAP 2023. Udine (Italia)

  Springer, 2023. ISBN: 9783031431470

• Transfer Deep Learning for Remote Sensing Datasets: A Comparison Study

  Itzá Alejandra Hernández Sequeira, Rubén Fernández Beltrán, Filiberto Pla Bañón.

  IEEE International Symposium on Geoscience and Remote Sensing (IGARSS 2022). Kuala Lumpur (Sarwak)

  IEEE, 2022. ISBN: 9781665427920

• Visual Event-Based Egocentric Human Action Recognition

  Francisco José Moreno Rodríguez, Vicente Javier Traver Roig, Filiberto Pla Bañón, Francisco Barranco, Mariella Dimiccoli.

  Iberian Conference on Pattern Recognition and Image Analysis. Aveiro (Portugal)

  2022. ISSN: 0302-9743

• SEN23E: A Cloudless Geo-Referenced Multi-Spectral Sentinel-2/Sentinel-3 Dataset for Data Fusion Analysis

  Damián Ibáñez Fernández, Rubén Fernández Beltrán, Filiberto Pla Bañón.

  IEEE International Symposium on Geoscience and Remote Sensing (IGARSS 2022). Kuala Lumpur (Sarwak)

  IEEE, 2022. ISBN: 9781665427920

• An overview of hand gesture recognition in degraded environments using three-dimensional integral imaging and deep neural networks

  Gokul Krishnan, Rakesh Joshi, Timothy O’ Connor, Filiberto Pla Bañón, Bahram Javidi.

  3D Image Acquisition and Display: Technology, Perception and Applications. OSA Imaging and Applied Optics Congress 2021 (3D, COSI, DH, ISA, pcAOP). Washington (Estados Unidos de América)

  Optica Publishing Group, 2021. ISBN: 9781943580897

• Sentinel-3 Image Super-Resolution Using Data Fusion and Convolutional Neural Networks

  Rafael Fernández Beltrán, Rubén Fernández Beltrán, Filiberto Pla Bañón.

  International Geoscience and Remote Sensing Symposium (IGARSS 2021). Brusseles (Bélgica)

  IEEE, 2021. ISBN: 9781665403696

• Characterising Players of a Cube Puzzle Game with a Two-level Bag of Words

  XAVIER ANADON GARCIA-ARQUIMBAU, Pablo Sanahuja Leira, Vicente Javier Traver Roig, María de los Ángeles López Malo, José Ribelles Miguel.

  29th Conference on User Modeling, Adaptation and Personalization (UMAP 2021). Utrecht (Paises Bajos)

  Association for Computing Machinery (ACM), 2021. ISBN: 9781450383677

• A Remote Sensing Image Registration Benchmark for Operational Sentinel-2 and Sentinel-3 Products

  Damián Ibáñez Fernández, Rubén Fernández Beltrán, Filiberto Pla Bañón.

  International Geoscience and Remote Sensing Symposium IGARSS 2021. Brusseles (Bélgica)

  IEEE, 2021. ISBN: 9781665403696

• Inter-Sensor Remote Sensing Image Enhancement For Operational Sentinel-2 And Sentinel-3 Data Products

  Rafael Fernández Beltrán, Rubén Fernández Beltrán, Filiberto Pla Bañón.

  40th Annual IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2020). Virtual (España)

  IEEE, 2020. ISBN: 9781728163741

• Exploring Sentinel-2 for land cover and crop mapping in Portugal

  Itzá Alejandra Hernández Sequeira, P. Benavides, H. Costa, M. Caetano.

  XXIV ISPRS Congress (2020 edition). Nice (online) (Francia)

  2020. ISSN: 2220-9964

• Sentinel-2 Multi-Temporal Data For Rice Crop Classification In Nepal

  Tina Baidar, Rubén Fernández Beltrán, Filiberto Pla Bañón.

  40th Annual IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2020). Virtual (España)

  IEEE, 2020. ISBN: 9781728163741

• Multidimensional Integral Imaging for Sensing, Visualization, and Recognition in Degraded Environments

  Bahram Javidi, Xin Shen, Adam Markman, Myungjin Cho, Manuel Martínez Corral, Artur Carnicer, Adrian Stern, José Martínez Sotoca, Pedro Latorre Carmona, Filiberto Pla Bañón.

  Imaging Systems and Applications 2019. Munich (Alemania)

  OSA Publishing, 2019. ISBN: 9781943580637

Tesis dirigides

• Nuevas Técnicas para la Mejora Espacial de Imágenes Inter-Sensor en Datos de Teledetección

  Autoria: Fernández Beltrán, Rafael. Institució: Universitat Jaume I. Data lectura: 25/10/24

  Direcció: Pla Bañón, Filiberto; Fernández Beltrán, Rubén

• Deep learning models for multimodal and multispectral remote sensing image processing.

  Autoria: Ibáñez Fernández, Damián. Institució: Universitat Jaume I. Data lectura: 19/09/24

  Direcció: Pla Bañón, Filiberto; Fernández Beltrán, Rubén

• SISTEMA INTERACTIVO DE REALIDAD AUMENTADA Y GAMIFICACIÓN PARA LA REHABILITACIÓN Y MEJORA FÍSICA ASISTIDA EN ENTORNOS NO SUPERVISADOS BASADO EN CÁMARAS RGB-D

  Autoria: Fuertes Muñoz, Gabriel. Institució: Universitat Jaume I. Data lectura: 28/04/23

  Direcció: Pla Bañón, Filiberto; Mollineda Cárdenas, Ramón Alberto

• Aplicacions de tècniques d’anàlisis d’imatge, visió artificial i decisió automàtica en control i automatització de processos en la indústria i serveis
• Desenvolupament de sistemes electrònics i informàtics amb sensors d’imatge i òptics, per al processament d’informació i d’imatges digitals
• Assessoria i consultoria en la implantació de tecnologies relacionades amb sistemes de visió artificial

• Pertanyen a les associacions següents:
• Asociación Española de Reconocimeinto de Formas y Análisis de Imágenes - AERFAI
• Asociación Española para la Inteligencia Artificial - AEPIA
• Associació Catalana per a la Intel·ligència Artificial - ACIA

Paraules clau

• Visió artificial
• reconeixement de formes
• anàlisi d’imatge
• inspecció visual
• control de qualitat
• estereoscòpia
• anàlisi de color
• anàlisi de moviment
• decisió automàtica
• classificació de textures