Josep Ramon Morros

Journals Books Conferences Theses Other Projects Research Demos Teaching

 

Biography

Josep Ramon Morros Rubió received a degree in Physics from the Universitat de Barcelona (UB), Barcelona, Spain, in 1989. He received the Ph.D. from the Universitat Politècnica de Catalunya (UPC)in 2004.

In 1989 he made a short stay at the Research Institute for Technical Physics of the Hungarian Academy of Sciences, in the Division of Semiconductor Microwave Devices, in Budapest, Hungary.

From 1989 to 1990 he worked at Mediterrània d'Enginyeria as a programmer and computer network administrator. From 1991 to 1993 he worked at Instrumentación Electrónica PROMAX, as responsable of the technical documentation department.

From October 1994 to February 1997 he was teaching telecommunications at the UPC. In February 1997, he joined the Escola Universitària Politècnica de Mataró EUPMT, Mataró, Spain, where he teached electronics and computer science until June 2001. He also gave courses on PC Hardware at SC2 Formació during several years.

In 2003 he joined the Universitat Politècnica de Catalunya where he is currently Associate Professor. He is lecturing in the areas of communications, signal processing, digital image processing and computer vision. His current research interests include image and sequence coding, segmentation problems and video sequence analysiss, with application in fields like urban mobility or agriculture.

Since 1994 he has been involved in various European Projects (MAVT, MoMuSys, SIMILAR, CHIL, FascinatE ...) as a researcher from the Image and Video Processing Group at the UPC. 

 Identifiers:

ORCID iD iconorcid.org/0000-0002-1395-487X,     Researcher ID: F-8227-2013,     Scopus Author ID: 35587745500

 Social media:

Twitter account LinkedIn Account ResearchGate Google Scholar     UPC Futur

Journal Articles top

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.
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. (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. (10.36 MB)
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.
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.
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Book Chapters and Bookstop

2007
M. Aguilar, Alcober, J., Altes, J., Aragones, X., Artigas, D., Bardes, D., Barlabe, A., Bragos, R., Calderer, J., Cardama, A., Casademont, J., Casals, L., Comerón, A., Cotrina, J., Cruz, L., Dios, V., Duxans, H., Esparza, O., Esquerra, I., Garcia, D., Garcias, P., Gomez, C., Gorricho, J., Guinjoan, F., Hesselbach, X., Liria, A., López, J., Madrenas, J., Madueño, M., Mestre, F., Monte, E., Morros, J. R., Muñoz, J., Pallarés, E., Pons, J., Recolons, J., Rincon, D., Riu, P., Pradell, L., Pascual-Iserte, A., Prat, L., Rey, F., and Villares, J., Diccionari de Telecomunicacions. 2007.
2006
J. Luque, Morros, J. R., Garde, A., Anguita, J., Farrús, M., Macho, D., Marqués, F., Martínez, C., Vilaplana, V., and Hernando, J., “Audio, Video and Multimodal Person Identification in a Smart Room”, in Lecture notes in computer science - Multimodal Technologies for Perception of Humans, vol. 4122, 2006, pp. 258–269. (321.95 KB)

Conference Papers top

In Press
D. Reixach and Morros, J. R., “Fast unsupervised tensor restoration via low-rank deconvolution”, in IEEE International Conference on Image Processing (ICIP), Abu Dhabi, In Press.
A. Seguí, Ugalde, A., Ventosa, S., and Morros, J. R., “Lossless and Lossy Compression for Distributed Acoustic Sensing Using Inter-channel Predictions”, in SSA Photonic Seismology 2024, Vancouver, In Press.
2023
J. Gené-Mola, Felip-Pomés, M., Net-Barnés, F., Morros, J. R., Miranda, J. C., J. Satorra, A., L. Jones, A., J. Sanahuja, L., Ruiz-Hidalgo, J., and Gregorio, E., “Video-Based Fruit Detection and Tracking for Apple Counting and Mapping”, in IEEE International Workshop on Metrology for Agriculture and Forestry (MetroAgriFor), 2023. (680.49 KB)
J. R. Morros, Broquetas, A., Mateo, A., Puig, J., and Davins, M., “Real-time lane classification and accident detection for safer micromobility”, in 11th Internationa Congress on Transportation Research, Heraklion, Crete, 2023. (2.28 MB)
2020
A. Puig-Sitjes, Jakubowski, M., Fellinger, J., Drewelow, P., Gao, Y., Niemann, H., Sunn-Pedersen, T., König, R., Naujoks, D., Winter, A., Laqua, H., Dumke, S., Moncada, V., Belafdil, C., Mitteau, R., Aumeunier, M. - H., Pisano, F., Aymerich, E., Cannas, B., Kocsis, G., Szepesi, T., Cseh, G., Szabolics, T., Casas, J., Morros, J. R., Salembier, P., Clemente, R., Cobos, M., Caminal, I., A. Corral, P., A. Punzano, M., and S. Lopera, Q., “Strategy for the real-time detection of thermal events on the plasma facing components of Wendelstein 7-X”, in 31st Symposium on Fusion Technology (SOFT2020), Dubrovnik, Croatia, 2020.
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Theses top

2017
M. Maceira, “Multi-view depth coding based on a region representation combining color and depth information”, Universitat Politècnica de Catalunya (UPC), 2017. (15.24 MB)
2004
J. R. Morros, “Optimization of Segmentation Based Video Sequence Coding Techniques: Application to Content Based Functionalities”, Universitat Politècnica de Catalunya (UPC), 2004.

Other top

2014
R. Llorca Queralt, “Automatic Human Detection and Tracking for Robust Video Sequence Annotation”. 2014. Ms Thesis
1996
P. Salembier, Marqués, F., Corset, I., Bouchard, L., Jeannin, S., Pardàs, M., Morros, J. R., Meyer, F., and Marcotegui, B., “Segmented Picture Coding Method and System and Corresponding Decoding Method and System”, U.S. Patent 964009161-1996. (2.27 MB) Patent

Projects top

DeeLight: Efficient Deep Learning for Video Sequences and Point Clouds National Sep
2021 		Aug
2025
Generación automática de estadísticas y vídeos para la mejora deportiva de equipos semiprofesionales mediante IA Other Jan
2023 		Jun
2024
Advanced active safety solutions for micro-mobility vehicles European Jan
2022 		Dec
2023
Image processing for Plasma Facing Components protection European Jan
2019 		Dec
2022
A European AI On Demand Platform and Ecosystem European Jan
2019 		Dec
2021
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Research Areas top

Deep learning Internal Jun
2014 		Dec
2020
Multiview Coding Internal Jul
2010 		Jul
2018

Demos and Resources top

AI4EU Grape Dataset Dataset Nov
2021
Additional results for "Action Tube Extraction based 3D-CNN for RGB-D Action Recognition" Results May
2018
Spatio-Temporal Road Detection from Aerial Imagery using CNNs - Dataset Dataset Dec
2016
PROMEDS Additional results Results Jul
2012
Panoramic TV Control Demo Jun
2012
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