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Author Daniel Marczak; Sebastian Cygert; Tomasz Trzcinski; Bartlomiej Twardowski edit  url
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  Title Revisiting Supervision for Continual Representation Learning Type Miscellaneous
  Year 2023 Publication Arxiv Abbreviated Journal  
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  Abstract In the field of continual learning, models are designed to learn tasks one after the other. While most research has centered on supervised continual learning, recent studies have highlighted the strengths of self-supervised continual representation learning. The improved transferability of representations built with self-supervised methods is often associated with the role played by the multi-layer perceptron projector. In this work, we depart from this observation and reexamine the role of supervision in continual representation learning. We reckon that additional information, such as human annotations, should not deteriorate the quality of representations. Our findings show that supervised models when enhanced with a multi-layer perceptron head, can outperform self-supervised models in continual representation learning.  
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  Notes (down) xxx Approved no  
  Call Number Admin @ si @ MCT2023 Serial 4013  
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Author Daniel Ponsa; Antonio Lopez edit  openurl
  Title Seguimiento Visual de Contornos Computerizado Type Miscellaneous
  Year 2009 Publication UAB Divulga, Revista de divulgacion cientifica Abbreviated Journal  
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  Notes (down) spreading;ADAS Approved no  
  Call Number ADAS @ adas @ PoL2009b Serial 1270  
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Author David Geronimo; Antonio Lopez edit  url
openurl 
  Title Deteccion de Peatones para Sistemas Avanzados de Asistencia al Conductor Type Miscellaneous
  Year 2010 Publication UAB Divulga Abbreviated Journal  
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  Abstract Los sistemas de asistencia al conductor, y particularmente los sistemas de protección de peatones, representan uno de los campos de investigación más activos dedicados a la mejora de la seguridad vial. El mayor desafío es el desarrollo de sistemas a bordo fiables de detección de peatones. En esta revisión del estado de la técnica de la detección de peatones, se divide el problema en diferentes etapas, cada una con responsabilidades propias dentro del sistema. Esta división facilita el posterior análisis y discusión de cada uno de los métodos en la literatura, favoreciendo la comparación entre ellos. Finalmente se discuten los temas más importantes de este campo poniendo especial énfasis en las necesidades actuales y los desafíos futuros.  
  Address Bellaterra (Catalonia), Spain  
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  Notes (down) spreading;ADAS Approved no  
  Call Number ADAS @ adas @ GeL2010a Serial 1414  
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Author David Geronimo; Antonio Lopez edit  url
openurl 
  Title Sistema de deteccion de peatones Type Miscellaneous
  Year 2010 Publication UAB Divulga Abbreviated Journal  
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  Abstract Durante la próxima década, los sistemas de protección de peatones jugarán un papel fundamental en el reto de mejorar la seguridad viaria. El objetivo principal de estos sistemas, detectar peatones en entornos urbanos, implica procesar imágenes de escenas exteriores desde una plataforma móvil para buscar objetos de aspecto variable como son las personas. Dadas estas dificultades, estos sistemas hacen uso de las últimas técnicas de visión por computador. Esta propuesta consiste en un sistema de tres módulos basado tanto en información 2D como en 3D. El primer módulo utiliza información 3D para hacer una estimación de los parámetros de la carretera y seleccionar regiones de interés que serán analizadas después. El segundo módulo utiliza un clasificador de ventanas 2D para etiquetar las mencionadas regiones como peatón o no peatón. El módulo final vuelve a utilizar de nuevo la información 3D para verificar las regiones clasificadas y, con información 2D, refinar los resultados finales. Los resultados experimentales son positivos tanto en rendimiento como en tiempo de cómputo.  
  Address Bellaterra (Spain)  
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  Notes (down) spreading;ADAS Approved no  
  Call Number ADAS @ adas @ GeL2010b Serial 1473  
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Author David Guillamet; Jordi Vitria edit  openurl
  Title Using Eigenspace analysis of color distributions for object recognition Type Miscellaneous
  Year 1999 Publication Proceedings of the VIII Symposium Nacional de Reconocimiento de Formas y Analisis de Imagenes Abbreviated Journal  
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  Address Bilbao  
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  Call Number BCNPCL @ bcnpcl @ GuV1999a Serial 5  
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Author A. Martinez; S. Gonzalez; Jordi Vitria; J. Lopez edit  openurl
  Title NAT: a robot that recognizes offices. Type Miscellaneous
  Year 1997 Publication Proceedings of CAEPIA–97. Abbreviated Journal  
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  Call Number BCNPCL @ bcnpcl @ MGV1997 Serial 46  
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Author David Guillamet; Jordi Vitria edit  openurl
  Title Skin segmentation using non linear principal component analysis. Type Miscellaneous
  Year 1999 Publication Abbreviated Journal  
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  Address Girona.  
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  Call Number BCNPCL @ bcnpcl @ GuV1999b Serial 48  
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Author A. Sanfeliu; Juan J. Villanueva; Jordi Vitria edit  openurl
  Title Image Analysis and Pattern Recognition. Type Miscellaneous
  Year 1997 Publication Abbreviated Journal  
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  Call Number BCNPCL @ bcnpcl @ SVV1997 Serial 56  
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Author A. Martinez; Jordi Vitria; J. Lopez edit  openurl
  Title Visual Recognition of Surroundings: A robot that knows where it is. Type Miscellaneous
  Year 1997 Publication Intelligence Artificielle et Complexite. Abbreviated Journal  
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  Address Paris.  
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  Call Number BCNPCL @ bcnpcl @ MVL1997 Serial 59  
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Author M. Bressan; David Guillamet; Jordi Vitria edit  openurl
  Title Using a local ICA Representation of High Dimensional Data for Object Recognition and Classification. Type Miscellaneous
  Year 2001 Publication Proceedings of the IEEE International Conference on Computer Vision and Pattern Recognition (CVPR). Abbreviated Journal  
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  Address Hawaii  
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  Notes (down) OR;MV Approved no  
  Call Number BCNPCL @ bcnpcl @ BGV2001 Serial 75  
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Author X. Binefa; Jordi Vitria edit  openurl
  Title A contrast based focusing criterium. Type Miscellaneous
  Year 1996 Publication IEEE International Conference on Pattern Recognition. Vol. A, pp. 805–809 Abbreviated Journal  
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  Call Number BCNPCL @ bcnpcl @ BiV1996 Serial 79  
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Author M. Bressan; Jordi Vitria edit  openurl
  Title Independent Modes of Variation in Point Distribution Models Type Miscellaneous
  Year 2001 Publication In C. Arcelli, L.P. Cordella, G. Sanniti di Baja (Eds.): Visual Form 2001 4tth International Workshop on Visual Visual Form 2001 4tth International Workshop on Visual Form, IWVF4, Proceedings, LNCS 2059, Springer Verlag, 123 Abbreviated Journal  
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  Address Capri, Italia  
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  Call Number BCNPCL @ bcnpcl @ BVi2001 Serial 80  
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Author Jordi Vitria edit  openurl
  Title Disseny de sistemes (intel.ligents) de visio. Type Miscellaneous
  Year 1996 Publication Abbreviated Journal  
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  Call Number BCNPCL @ bcnpcl @ Vit1996a Serial 88  
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Author David Guillamet; M. Bressan; Jordi Vitria edit  openurl
  Title Weighted Non-negative Matrix Factorization for Local Representations. Type Miscellaneous
  Year 2001 Publication Proceedings of the IEEE International Conference on Computer Vision and Pattern Recognition (CVPR). Abbreviated Journal  
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  Address Hawaii  
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  Call Number BCNPCL @ bcnpcl @ GBV2001 Serial 96  
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Author David Guillamet; Jordi Vitria edit  openurl
  Title Non-negative Matrix Factorization to Extract Part-Based Representations. Type Miscellaneous
  Year 2001 Publication Abbreviated Journal  
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  Notes (down) OR;MV Approved no  
  Call Number BCNPCL @ bcnpcl @ GuV2001a Serial 100  
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