Journal Articles by Javier Ruiz Hidalgo back

2025
A. Solé, Mosella-Montoro, A., Cardona, J., Gómez-Coca, S., Aravena, D., Ruiz, E., and Ruiz-Hidalgo, J., “A Cartesian Encoding Graph Neural Network for Crystal Structures Property Prediction: Application to Thermal Ellipsoid Estimation”, Digital Discovery, 2025. DOI Google Scholar BibTex (10.39 MB)
J. Cardona, Solé, A., Mella, P., Aravena, D., Ruiz-Hidalgo, J., Gómez-Coca, S., and Ruiz, E., “Exploring Hyperfine Coupling in Molecular Qubits”, Chemical Science, no. 16, pp. 11291 - 11303, 2025. DOI Google Scholar BibTex (8.11 MB)
M. Wang, Li, D., Casas, J., and Ruiz-Hidalgo, J., “Adaptive Fusion of LiDAR Features for 3D Object Detection in Autonomous Driving”, Sensors, vol. 25, no. 13, 2025. DOI Google Scholar BibTex (4.09 MB)

2024
J. Gené-Mola, Ferrer-Ferrer, M., Hemming, J., Dalfsen, P., Hoog, D., Sanz-Cortiella, R., Rosell-Polo, J. R., Morros, J. R., Vilaplana, V., Ruiz-Hidalgo, J., and Gregorio, E., “AmodalAppleSize_RGB-D dataset: RGB-D images of apple trees annotated with modal and amodal segmentation masks for fruit detection, visibility and size estimation”, Data in Brief, vol. 52, 2024. DOI Google Scholar BibTex

2023
J. Gené-Mola, Ferrer-Ferrer, M., Gregorio, E., Blok, P. M., Hemming, J., Morros, J. R., Rosell-Polo, J. R., Vilaplana, V., and Ruiz-Hidalgo, J., “Looking behind occlusions: A study on amodal segmentation for robust on-tree apple fruit size estimation”, Computers and Electronics in Agriculture, vol. 209, 2023. DOI Google Scholar BibTex (9.02 MB)
M. Ferrer-Ferrer, Ruiz-Hidalgo, J., Gregorio, E., Vilaplana, V., Morros, J. R., and Gené-Mola, J., “Simultaneous Fruit Detection and Size Estimation Using Multitask Deep Neural Networks  ”, Biosystems Engineering, vol. 233, pp. 63-75, 2023. DOI Google Scholar BibTex (10.36 MB)

2021
A. Mosella-Montoro and Ruiz-Hidalgo, J., “2D–3D Geometric Fusion network using Multi-Neighbourhood Graph Convolution for RGB-D indoor scene classification”, Information Fusion, vol. 76, 2021. DOI Google Scholar BibTex (771.86 KB)

2020
J. Gené-Mola, Sanz, R., Rosell-Polo, J. R., Morros, J. R., Ruiz-Hidalgo, J., Vilaplana, V., and Gregorio, E., “Fruit detection and 3D location using instance segmentation neural networks and structure-from-motion photogrammetry”, Computers and Electronics in Agriculture, vol. 169, 2020. DOI Google Scholar BibTex
J. Gené-Mola, Sanz, R., Rosell-Polo, J. R., Morros, J. R., Ruiz-Hidalgo, J., Vilaplana, V., and Gregorio, E., “Fuji-SfM dataset: A collection of annotated images and point clouds for Fuji apple detection and location using structure-from-motion photogrammetry”, vol. Data in Brief, no. Vol. 30, 2020. DOI Google Scholar BibTex
M. Rey-Arena, Guirado, E., Tabik, S., and Ruiz-Hidalgo, J., “FuCiTNet: Improving the generalization of deep learning networks by the fusion of learned class-inherent transformations”, Information Fusion, vol. 63, no. 195, 2020. DOI Google Scholar BibTex (366.22 KB)

2019
A. Pujol-Miró, Casas, J., and Ruiz-Hidalgo, J., “Correspondence matching in unorganized 3D point clouds using Convolutional Neural Networks”, Image and Vision Computing, vol. 83-84, 2019. DOI Google Scholar BibTex (3.95 MB)
J. Gené-Mola, Vilaplana, V., Rosell-Polo, J. R., Morros, J. R., Ruiz-Hidalgo, J., and Gregorio, E., “Multi-modal Deep Learning for Fuji Apple Detection Using RGB-D Cameras and their Radiometric Capabilities”, Computers and Electronics in Agriculture, vol. 162, 2019. DOI Google Scholar BibTex
J. Gené-Mola, Vilaplana, V., Rosell-Polo, J. R., Morros, J. R., Ruiz-Hidalgo, J., and Gregorio, E., “KFuji RGB-DS database: Fuji apple multi-modal images for fruit detection with color, depth and range-corrected IR data”, Data in Brief, 2019. DOI Google Scholar BibTex (2.43 MB)
J. Gené-Mola, Gregorio, E., Guevara, J., Cheein, F. Auat, Sanz, R., Escolà, A., Calveras, J. Llorens, Morros, J. R., Ruiz-Hidalgo, J., Vilaplana, V., and Rosell-Polo, J. R., “Fruit Detection in an Apple Orchard Using a Mobile Terrestrial Laser Scanner”, Biosystems Engineering, vol. 187, 2019. DOI Google Scholar BibTex

2017
M. Maceira, Varas, D., Morros, J. R., Ruiz-Hidalgo, J., and Marqués, F., “3D hierarchical optimization for multi-view depth map coding”, Multimedia Tools and Applications, 2017. DOI Google Scholar BibTex (4.23 MB)

2016
M. Maceira, Morros, J. R., and Ruiz-Hidalgo, J., “Depth map compression via 3D region-based representation”, Multimedia Tools and Applications, 2016. DOI Google Scholar BibTex (15.02 MB)
E. Perez-Pellitero, Salvador, J., Ruiz-Hidalgo, J., and Rosenhahn, B., “Antipodally Invariant Metrics For Fast Regression-Based Super-Resolution”, IEEE Transactions on Image Processing, vol. 25, no. 6, p. 2468, 2016. DOI Google Scholar BibTex (5.48 MB)

2014
X. Suau, Alcoverro, M., López-Méndez, A., Ruiz-Hidalgo, J., and Casas, J., “Real-time Fingertip Localization Conditioned on Hand Gesture Classification”, Image and Vision Computing, vol. 32, no. 8, pp. 522 - 532, 2014. DOI Google Scholar BibTex (2.66 MB)
L. Barkhuus, Zoric, G., Engström, A., Ruiz-Hidalgo, J., and Verzijp, N., “New interaction modes for rich panoramic live video experiences”, Behaviour & Information Technology, vol. 33, no. 8, 2014. DOI Google Scholar BibTex (278.16 KB)

2013
X. Suau, Ruiz-Hidalgo, J., and Casas, J., “Detecting End-Effectors on 2.5D data using Geometric Deformable Models: Application to Human Pose Estimation”, Computer Vision and Image Understanding (CVIU), vol. 117, no. 3, 2013. DOI Google Scholar BibTex (1.44 MB)
M. Alcoverro, Suau, X., Morros, J. R., López-Méndez, A., Gil-Moreno, A., Ruiz-Hidalgo, J., and Casas, J., “Gesture Control Interface for immersive panoramic displays”, Multimedia Tools and Applications, pp. 1-27, 2013. DOI Google Scholar BibTex (3.73 MB)

2012
J. Ruiz-Hidalgo, Morros, J. R., Aflaki, P., Calderero, F., and Marqués, F., “Multiview depth coding based on combined color/depth segmentation”, Journal of visual communication and image representation, vol. 23, no. 1, pp. 42–52, 2012. DOI Google Scholar BibTex (1.81 MB)
X. Suau, Ruiz-Hidalgo, J., and Casas, J., “Real-time head and hand tracking based on 2.5D data”, IEEE Transactions on Multimedia , vol. 14, no. 3, pp. 575-585 , 2012. DOI Google Scholar BibTex (4.88 MB)
X. Suau, Alcoverro, M., López-Méndez, A., Ruiz-Hidalgo, J., and Casas, J., “INTAIRACT: Joint Hand Gesture and Fingertip Classification for Touchless Interaction”, Lecture notes in computer science, vol. 7585, pp. 602-606, 2012. DOI Google Scholar BibTex (214.4 KB)

2009
J. Neumann, Casas, J., Macho, D., and Ruiz-Hidalgo, J., “Integration of audiovisual sensors and technologies in a smart room”, Personal and ubiquitous computing, vol. 13, pp. 15–23, 2009. DOI Google Scholar BibTex (477.45 KB)

2006
J. Ruiz-Hidalgo and Salembier, P., “On the use of indexing metadata to improve the efficiency of video compression”, IEEE transactions on circuits and systems for video technology, vol. 16, pp. 410–419, 2006. Google Scholar BibTex (485.83 KB)

2001
J. Ruiz-Hidalgo and Salembier, P., “Morphological tools for robust key-region extraction and video shot modeling”, Lecture notes in computer science, pp. 407–416, 2001. Google Scholar BibTex (1.08 MB)