Conference Papers by Ferran Marquésback
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, “Closing the Loop: Continuous AI Model Improvement Through Pathologist-Guided Feedback”, in 21st European Congress on Digital Pathology, Barcelona, 2025. |
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, “Enhancing Ki-67 Cell Segmentation with Dual U-Net Models: A Step Towards Uncertainty-Informed Active Learning”, in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2024. |
| , “Multiple Object Tracking with Mixture Density Networks for Trajectory Estimation”, in CVPR 2021 Robust Video Scene Understanding: Tracking and Video Segmentation (RVSU) Workshop, 2021. |
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, “RVOS: End-to-End Recurrent Network for Video Object Segmentation”, in CVPR, Long Beach, CA, USA, 2019. |
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, “Recurrent Neural Networks for Semantic Instance Segmentation”, in ECCV 2018 Women in Computer Vision (WiCV) Workshop, 2018. |
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, “Recurrent Neural Networks for Semantic Instance Segmentation”, in CVPR 2018 DeepVision Workshop, 2018. |
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, “Recurrent Semantic Instance Segmentation”, in NIPS 2017 Women in Machine Learning Workshop (WiML), Long Beach, CA, USA, 2017. |
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, “Faster R-CNN Features for Instance Search”, in CVPR Workshop Deep Vision, 2016. |
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, “Hierarchical Object Detection with Deep Reinforcement Learning”, in Deep Reinforcement Learning Workshop, NIPS 2016, 2016. |
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, “Bags of Local Convolutional Features for Scalable Instance Search”, in ACM International Conference on Multimedia Retrieval (ICMR), New York City, NY; USA, 2016. |
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, “Improving Spatial Codification in Semantic Segmentation”, in IEEE International Conference on Image Processing (ICIP), 2015, Quebec City, 2015. |
| , “Multiresolution hierarchy co-clustering for semantic segmentation in sequences with small variations”, in ICCV - International Conference on Computer Vision, 2015. |
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, “Multiscale Combinatorial Grouping”, in Computer Vision and Pattern Recognition (CVPR), 2014. |
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, “Region-based Particle Filter for Video Object Segmentation”, in CVPR - Computer Vision and Pattern Recognition, Ohio, 2014. |
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, “Materials transversals per a l'aprenentatge actiu de les matèries de processat d'imatge i vídeo”, in Congrés Internacional de Docència Universitària i Innovació (CIDUI), Tarragona, Spain, 2014. |
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, “3D Shape Reconstruction from a Humanoid Generated Video Sequence”, in IEEE International Conference on Humanoid Robots, Madrid, 2014. |
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, “Measures and Meta-Measures for the Supervised Evaluation of Image Segmentation”, in Computer Vision and Pattern Recognition (CVPR), 2013. |
| , “Registration of Multi-Modal Neuroimaging Datasets by Considering the Non-Overlapping Field of View into the NMI Calculation”, in IEEE International Symposium on Biomedical Imaging, ISBI 2012, Barcelona, Spain, 2012. |
| , “Upper-bound assessment of the spatial accuracy of hierarchical region-based image representations”, in IEEE International Conference on Acoustics, Speech, and Signal Processing, 2012, pp. 865-868. |
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, “Supervised Assessment of Segmentation Hierarchies”, in European Conference on Computer Vision (ECCV), 2012. |
| , “A Region-Based Particle Filter for Generic Object Tracking and Segmentation”, in ICIP - International Conference on Image Processing, Orlando, 2012. |
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, “Diversity ranking for video retrieval from a broadcaster archive”, in 1st ACM International Conference on Multimedia Retrieval (ICMR '11), 2011, pp. 1–8. |
| , “System architecture of a web service for Content-Based Image Retrieval”, in ACM International Conference On Image And Video Retrieval 2010, 2010, pp. 358–365. |
| , “Object detection and segmentation on a hierarchical region-based image representation”, in 2010 IEEE International Conference on Image Processing, 2010, pp. 3393–3396. |
| , “Region merging parameter dependency as information diversity to create sparse hierarchies of partitions”, in 2010 IEEE International Conference on Image Processing, 2010, pp. 2237–2240. |
| , “Region-based caption text extraction”, in 11th. International Workshop on Image Analysis for Multimedia Application Services, 2010, pp. 1–4. |
| , “Contour detection using binary partition trees”, in IEEE International Conference on Image Processing, 2010, pp. 1609–1612. |
| , “Hierarchical fusion of color and depth information at partition level by cooperative region merging”, in IEEE International Conference on Acoustics, Speech and Signal Processing 2009, 2009, pp. 973–976. |
| , “Caption text extraction for indexing purposes using a hierarchical region-based image model”, in 16th International Conference on Image Processing, 2009, pp. 1869–1872. |
| , “Hierarchical segmentation of vegetation areas in high spatial resolution images by fusion of multispectral information”, in 2009 IEEE International Geoscience and Remote Sensing Symposium, 2009, pp. 232–235. |
| , “Performance evaluation of probability density estimators for unsupervised information theoretical region merging”, in 16th International Conference on Image Processing, 2009, pp. 4397–4400. |
| , “Cloud motion estimation in seviri image sequences”, in 2009 IEEE International Geoscience and Remote Sensing Symposium, 2009, pp. 642–645. |
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, “System architecture for indexing regions in keyframes”, in 3rd International Conference on Semantic and digital Media Technologies, Koblenz, Germany, 2008, pp. 1–2. |
| , “General Region Merging Based on First Order Markov Information Theory Statistical Measures”, in 16th European Signal Processing Conference, 2008. |
| , “Region-based mean shift tracking: Application to face tracking”, in IEEE International Conference on Image Processing, 2008, pp. 2712–2715. |
| , “General region merging approaches based on information theory statistical measures”, in IEEE International Conference on Image Processing, 2008, pp. 3016–3019. |
| , “Hierarchical partition-based representations for image sequences using trajectory merging criteria”, in 2007 International Conference on Acoustics, Speech and Signal Processing, 2007. |
| , “A hierarchical trajectory-based representation for video”, in Fith International Workshop on Content-Based Multimedia Indexing, 2007, pp. 275–282. |
| , “Region-based annotation tool using partition trees”, in International Conference on Semantic and Digital Media Technologies, Genova, Italy, 2007, pp. 3–4. |
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, “Composite object detection in video sequences: Applications to controlled environments”, in 8th International Workshop on Image Analysis for Multimedia Interactive Services, Santorini, Greece, 2007. |
| , “Region-based hierarchical representation for object detection”, in Fith International Workshop on Content-Based Multimedia Indexing, 2007, pp. 157–164. |
| , “Face detection and segmentation on a hierarchical image representation”, in 15th European Signal Processing Conference, 2007, pp. 1955–1959. |
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, “Audio, Video and Multimodal Person Identification in a Smart Room”, in CLEAR'06 Evaluation Campaign and Workshop - Classification of Events, Activities and Relationships, 2007, pp. 258–269. |
| , “On building a hierarchical region-based representation for generic image analysis”, in IEEE International Conference on Image Processing, 2007. |
| , “Multiple view region matching using as a Lagrangian optimization problem”, in 2007 International Conference on Acoustics, Speech and Signal Processing, 2007. |
| , “Pre-fetching strategies for remote and interactive browsing of JPEG2000 images”, in International Conference on Image Processing, 2006, pp. 3203–3206. |
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, “BPT Enhancement based on Syntactic and Semantic criteria”, in 1st International Conference on Semantic and Digital Media Technologies, 2006, pp. 184–198. |
| , “Generation of long-term color and motion coherent partitions”, in International Conference on Image Processing, 2006, pp. 581–584. |
| , “Face Recognition Using Groups of Images in Smart Room Scenarios”, in International Conference on Image Processing, 2006, pp. 2071–2074. |
| , “Rotating convection: Eckhauss-Benjamin-Feir instability”, in 59th Annual Meeting of the APS Division of Fluid Dynamics, 2006, pp. 2004–2004. |
| , “From Partition Trees to Semantic Trees”, in 2ndas Jornades UPC de Investigación en Automática, Visión y Robótica, 2006, pp. 187–194. |
| , “Multimodal Person Identification in a Smart Room”, in IV Jornadas en Tecnología del Habla, 2006, pp. 327–331. |
| , “From Partition Trees to Semantic Trees”, in International Workshop on Multimedia Content Representation, Classification and Security, 2006, pp. 306–313. |
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, “The edition of the Wikipedia as an academic activity”, in 4rt. Congrés Internacional de Docència Unversitària i Innovació, Barcelona, Catalonia, 2006, p. –. |
| , “Collaborative Network Space: Infrastructure and Learning Application”, in IEEE Region 8 EUROCON 2005 Conference: Computer as a tool., 2005, pp. 803–806. |
| , “Silhouette-based Probabilistic 2D Human Motion Estimation for Real-Time Applications”, in IEEE International Conference on Image Processing, 2005, pp. 836–839. |
| , “El concepto NetCampus”, in 3es Jornadas de la Cátedra Telefónica-UPC, 2005, pp. 15–20. |
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, “Region-based extraction and analysis of visual objects information”, in Fourth International Workshop on Content-Based Multimedia Indexing, CBMI 2005, Riga, Letonia, 2005. |
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, “Detection of Semantic Objects using Description Graphs”, in IEEE International Conference on Image Processing, Genova, Italy, 2005. |
| , “Support Vector Data Description Based on PCA Features for Face Detection”, in 13th European Signal Processing Conference, 2005. |
| , “A Motion-based Binary Partition Tree approach to Video Object Segmentation”, in IEEE International Conference on Image Processing, 2005, pp. 430–433. |
| , “Precise upwelling and filaments automatic extraction from multisensorial imagery”, in IEEE International Geoscience and Remote Sensing Symposium 2004, 2004, pp. 2018–2021. |
| , “Object recognition based on Binary Partition Trees”, in IEEE International Conference on Image Processing, 2004, pp. 929–932. |
| , “Definició d'un Master Internacional de Recerca: la proposta del Departament de Teoria del Senyal i Comunicacions”, in Jornada de reflexión y trabajo sobre el modelo docente de la UPC en el Espacio Europeo de ecuación Superior (EEES), 2004, pp. 1–3. |
| , “Una Enginyeria per a la Societat del Coneixement”, in II Congrés d'Enginyeria en Llengua Catalana, 2004. |
| , “Enhanced audio data hiding synchronization using non-linear filter”, in International Conference on Acoustics, Speech, and Signal Processing, 2004, pp. 885–888. |
| , “A region-based algorithm for image segmentation and parametric motion estimation”, in Image Analysis for Multimedia Interactive Services, 2004. |
| , “An automated multisensor satellite imagery registration technique based on the optimization of contour features”, in IEEE International Geoscience and Remote Sensing Symposium 2004, 2004, pp. 1410–1413. |
| , “Automatic structures detection and spatial registration using multisensor satellite imagery”, in Proceedings of the International Geoscience and Remote Sensing Symposium,, 2003, pp. 1038–1040. |
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, “Detection of Semantic Entities using Description Graphs”, in 4th European Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS), London, England, 2003. |
| , “Unified access to heterogeneous audiovisual archives”, in International Conference on Knowledge Management, Graz, Austria, 2003, pp. 1–2. |
| , “Marine coastal dynamic study using an automatic structure detection and spatial registration tool”, in IEEE International Geoscience and Remote Sensing Symposium (IGARSS-03), 2003, pp. 1–3. |
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, “MPEG-7 Descriptors for Earth Observation Satellites”, in International Astronautical Congress, Houston, Texas (USA), 2002, pp. 1–4. |
| , “Automatic feature extraction from multisensorial oceanographic imagery”, in International Geoscience and Remote Sensing Symposium, 2002. IGARSS '02. 2002 IEEE, 2002, pp. 4–8. |
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, “Object matching based on partition information”, in IEEE International Conference on Image Processing, 2002, pp. 829–832. |
| , “Facial Feature Segmentation from Frontal View Images”, in 11th European Signal Processing Conference (EUSIPCO 2002), 2002, pp. 33–36. |
| , “Oil Spills Detection in SAR Images using Mathematical Morphology”, in 11th European Signal Processing Conference (EUSIPCO 2002), 2002, pp. 25–28. |
| , “A contour-based approach to automatic and accurate registration of multitemporal and multisensor satellite imagery”, in International Geoscience and Remote Sensing Symposium, 2002. IGARSS '02. 2002 IEEE, 2002, pp. 1–3. |
| , “Pixel and sub-pixel accuracy in satellite image georeferencing using an automatic contour matching approach”, in IEEE International Conference on Image Processing, 2001. |
| , “Join detection and segmentation of human faces in color images”, in International Conference on Augmented, Virtual Environments and 3D Imaging, 2001, pp. 347–350. |
| , “An open integrated system for video indexing”, in International Workshop on Content-Based Multimedia Indexing, 2001, pp. 322–333. |
| , “A contour matching approach for accurate NOAA-AVHRR image navigation”, in 10th European Signal Processing Conference (EUSIPCO 2000), 2000. |
| , “A morphological approach for segmentation and tracking of human faces”, in International Symposium on Image/Video Communications over Fixed and Mobile Networks, 2000, pp. 38–43. |
| , “A morphological approach for segmentation and tracking of human faces”, in 15th IAPR International Conference on Pattern Recognition, 2000. |
| , “Partition-based image representation as basis for user-assisted segmentation”, in IEEE International Conference on Image Processing, 2000. |
| , “Accurate and automatic NOAA-AVHRR image navigation using a global contour matching approach”, in International Geoscience and remote Sensing Symposium, 2000, pp. 639–642. |
| , “A region-based approach to face segmentation and tracking in video sequences”, in VIII Reunión de Trabajo en Procesamiento de la Información y Control, 1999, pp. 345–350. |
| , “A video generation tool allowing friendly user interaction”, in 1999 IEEE INternational Conference on Image Processing, 1999. |
| , “Face location and recognition for video indexing in the Hypermedia project”, in European Conference on Multimedia Applications, Services and Techniques, 1999, pp. 364–377. |
| , “A morphological approach for human face segmentation and tracking”, in Workshop on Image Analysis for Multimedia Services, 1999, pp. 41–44. |
| , “Human face segmentation and tracking using connected components and partition projection”, in 1999 IEEE INternational Conference on Image Processing, 1999. |
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, “A proposal for dependent optimization in scalabale region-based coding systems”, in 1999 IEEE International Conference on Image Processing, 1999, pp. 295–299. |
| , “Face segmentation using connected operators”, in Mathematical Morphology and its applications to image and signal processing, 1998, pp. 207–214. |
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, “Region-based segmentation segmentation and tracking of human faces”, in 9th European Signal Processing Conference, EUSIPCO 1998, Rhodes, Greece, 1998, pp. 311–314. |
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, “A hierarchical technique for image sequence analysis”, in Workshop on Image Analysis for Multimedia Application Services, WIAMIS'97, Louvain-la-Neuve, Belgium, 1997, pp. 13–20. |
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, “Scalable segmentation-based coding of video sequences addressing content-based functionalities”, in IEEE International Conference on Image Processing, Santa Barbara, USA, 1997, pp. 1-4. |
| , “A segmentation-based coding system allowing manipulation of objects (sesame)”, in IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, 1996. |
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, “A segmentation-based coding system allowing manipulation of objects”, in IEEE International Conference on Image Processing, ICIP 1996, Lausanne, Switzerland, 1996, pp. 145–175. |
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, “Partition tree for a segmentation-based video coding system”, in IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 1996, Atlanta (GA), USA, 1996, pp. 1982–1985. |
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, “Video sequence segmentation based on rate-distortion theory”, in SPIE Visual Communication and Image Processing, VCIP'96, Orlando, Florida, USA, 1996. |
| , “Partition coding using multigrid chain code and motion compensation”, in IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, 1996. |
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, “Segmentation-based video coding: temporal links and rate control”, in VIII European Signal Processing Conference, EUSIPCO'96, Trieste, Italy, 1996, pp. 455–458. |
| , “Interpolation and extrapolation of iomage partitions using fourier descriptions: to segmentation-based coding schemes”, in IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING'95., 1995, pp. 584–587. |
| , “Coding of image partitions by morphological skeleton using overlapping structuring elements”, in IEEE WORKSHOP ON NONLINEAR SIGNAL AND IMAGE PROCESSING, 1995, pp. 250–253. |
| , “Recursive image sequence segmentation by hierarchical models”, in 12th IAPR International Conference on Pattern Recognition, 1994, pp. 523–525. |
| , “Top-down 3d image sequence segmentation technique controlled by morphological”, in EUSIPCO-94., 1994, pp. 415–418. |
| , “Interleaved segmentation and motion estimation by means of morphological tools”, in Workshop on Image Analysis and Synthesis in Image Coding, Berlin, Germany, 1994. |
| , “Hierarchical image sequence model for segmentation: application to region-based sequence coding”, in VISUAL COMMUNICATION AND IMAGE PROCESSING, 1994, pp. 554–563. |
| , “Shape and location coding for contour images”, in PROC. OF THE 1993 PICTURE CODING SYMPOSIUM, 1993, pp. 61–63. |
| , “Morphological segmentation-based coding of image sequences”, in IEEE European Conference on Circuits Theory and Design, Davos, Switzerland, 1993, pp. 1245–1250. |
| , “Object-based image coding with morphological segmentation and efficient contour coding”, in IEEE International Conference on Signal Processing, ICSP'93, Beijing, China, 1993. |
| , “Unsupervised segmentation controlled by morphological contrast ext”, in ICASSP, 1993, pp. 517–520. |
| , “Stochastic image model for segmentation. application to image coding”, in SCANDINAVIAN CONFERENCE ON IMAGE ANALYSIS, 1993, pp. 265–272. |
| , “Morphological scheme for myalinated nerve fiber morphometric analysis”, in International Symposium on Mathematical Morphology and its applications to image and signal processing, ISMM 1993, Barcelona, Spain, 1993, pp. 122–126. |
| , “Cuantificacion de lesiones de columna vertebral a partir de imagenes”, in VIII Simposium Nacional de la Unión Científica Internacional de Radio, 1993, pp. 433–437. |
| , “Character recognition and document analysis by morphological techniques”, in WORKSHOP ON MATHEMATICAL MORPHOLOGY AND ITS APPLICATIONS TO SIGNAL PROCESSING, 1993, pp. 198–203. |
| , “Cuantificador vectorial con clasificador difuso para la codificacion”, in VIII Simposium Nacional de la Unión Científica Internacional de Radio, 1993, pp. 369–373. |
| , “Character recognition and document analysis by morphological techniq”, in MATHEMATICAL MORPHOLOGY, 1993, pp. 198–203. |
| , “Técnicas de preprocesado para la segmentación de imágenes”, in VII Simposium Nacional de la Unión Científica Internacional de Radio, 1992, pp. 367–371. |
| , “Coagulation time detection by means of a real-time image processing”, in 14th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 1992, pp. 1948–1949. |
| , “Segmentacion no supervisada de imagenes mediante campos aleatorios”, in SIMPOSIUM NACIONAL DE RECONOZIMIENTO DE FORMAS Y ANALISIS IMAGENES, 1992, pp. 55–62. |
| , “Codificacion de imagenes: un metodo de segunda generacion”, in VII Simposium Nacional de la Unión Científica Internacional de Radio, 1992, pp. 144–148. |
| , “Segmentacion de imagenes multiespectrales con tecnicas piramidales”, in VII Simposium Nacional de la Unión Científica Internacional de Radio, 1992, pp. 372–376. |
| , “Codificacion de imagenes:un metodo de segunda generacion”, in VII Simposium Nacional de la Unión Científica Internacional de Radio, 1992, pp. 144–148. |
| , “Classified vector quantization with fuzzy theory”, in INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, 1992, pp. 237–244. |
| , “Técnicas de preprocesado para la segmentación de imágenes”, in U.R.S.I. 92, 1992, pp. 367–371. |
| , “Morphological detection based on size and contrast criteria”, in 14th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Paris, France, 1992, pp. 1930–1031. |
| , “Non-linear techniques for image interpolation”, in VI European Signal Processing Conference, 1992, pp. 1473–1476. |
| , “Analisis de no estacionariedades en la interpolacion de imagenes”, in VI Simposium Nacional de la Unión Científica Internacional de Radio, 1991, pp. 985–989. |
| , “Codig-oriented segmentation based on g-m random”, in International Conference on Acoustics, Speech and Signal Processing 1991, 1991, pp. 2749–2752. |
| , “Segmentacion de imagenes mediante modelos de gibbs-markov”, in VI Simposium Nacional de la Unión Científica Internacional de Radio, 1991, pp. 975–979. |
| , “Obtencion de un esqueleto morfologico sin puntos redundantes”, in VI Simposium Nacional de la Unión Científica Internacional de Radio, 1991, pp. 980–984. |
| , “Automated left ventricular contour extraction and volume calculation form echocardiographic images”, in Ultrasonics International 89, 1989, pp. 1–4. |
| , “Detección automática de contornos en imágenes ecográficas”, in III Simposium Nacional de Reconocimiento de Formas y Análisis de Imágenes, 1988, pp. 1–4. |