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Author | Muhammad Muzzamil Luqman; Jean-Yves Ramel; Josep Llados | ||||
Title | Improving Fuzzy Multilevel Graph Embedding through Feature Selection Technique | Type | Conference Article | ||
Year | 2012 | Publication | Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshop | Abbreviated Journal | |
Volume | 7626 | Issue | Pages | 243-253 | |
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Abstract | Graphs are the most powerful, expressive and convenient data structures but there is a lack of efficient computational tools and algorithms for processing them. The embedding of graphs into numeric vector spaces permits them to access the state-of-the-art computational efficient statistical models and tools. In this paper we take forward our work on explicit graph embedding and present an improvement to our earlier proposed method, named “fuzzy multilevel graph embedding – FMGE”, through feature selection technique. FMGE achieves the embedding of attributed graphs into low dimensional vector spaces by performing a multilevel analysis of graphs and extracting a set of global, structural and elementary level features. Feature selection permits FMGE to select the subset of most discriminating features and to discard the confusing ones for underlying graph dataset. Experimental results for graph classification experimentation on IAM letter, GREC and fingerprint graph databases, show improvement in the performance of FMGE. | ||||
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Publisher | Springer Berlin Heidelberg | Place of Publication | Editor | ||
Language | Summary Language | Original Title | |||
Series Editor | Series Title | Abbreviated Series Title | LNCS | ||
Series Volume | Series Issue | Edition | |||
ISSN | 0302-9743 | ISBN | 978-3-642-34165-6 | Medium | |
Area | Expedition | Conference | SSPR&SPR | ||
Notes | DAG | Approved | no | ||
Call Number | Admin @ si @ LRL2012 | Serial | 2381 | ||
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Author | Muhammad Muzzamil Luqman; Thierry Brouard; Jean-Yves Ramel; Josep Llados | ||||
Title | Recherche de sous-graphes par encapsulation floue des cliques d'ordre 2: Application à la localisation de contenu dans les images de documents graphiques | Type | Conference Article | ||
Year | 2012 | Publication | Colloque International Francophone sur l'Écrit et le Document | Abbreviated Journal | |
Volume | Issue | Pages | 149-162 | ||
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Area | Expedition | Conference | CIFED | ||
Notes | DAG | Approved | no | ||
Call Number | Admin @ si @ LBR2012 | Serial | 2382 | ||
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Author | Antonio Lopez; J. Hilgenstock; A. Busse; Ramon Baldrich; Felipe Lumbreras; Joan Serrat | ||||
Title | Nightime Vehicle Detecion for Intelligent Headlight Control | Type | Conference Article | ||
Year | 2008 | Publication | Advanced Concepts for Intelligent Vision Systems, 10th International Conference, Proceedings, | Abbreviated Journal | |
Volume | 5259 | Issue | Pages | 113–124 | |
Keywords | Intelligent Headlights; vehicle detection | ||||
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Address | Juan-les-Pins, France | ||||
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Language | Summary Language | Original Title | |||
Series Editor | Series Title | Abbreviated Series Title | LNCS | ||
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Area | Expedition | Conference | ACIVS | ||
Notes | ADAS;CIC | Approved | no | ||
Call Number | ADAS @ adas @ LHB2008a | Serial | 1098 | ||
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Author | Jose Antonio Rodriguez; Gemma Sanchez; Josep Llados | ||||
Title | Categorization of Digital Ink Elements using Spectral Features | Type | Book Chapter | ||
Year | 2008 | Publication | Graphics Recognition: Recent Advances and New Opportunities | Abbreviated Journal | |
Volume | 5046 | Issue | Pages | 188–198 | |
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Publisher | Springer–Verlag | Place of Publication | Editor | W. Liu, J. Llados, J.M. Ogier | |
Language | Summary Language | Original Title | |||
Series Editor | Series Title | Abbreviated Series Title | LNCS | ||
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Area | Expedition | Conference | |||
Notes | DAG | Approved | no | ||
Call Number | DAG @ dag @ RSL2008 | Serial | 1099 | ||
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Author | David Aldavert; Ricardo Toledo | ||||
Title | Stereo Vision Local Map Alignment for Robot Environment Mapping | Type | Book Chapter | ||
Year | 2008 | Publication | Robot Vision Second International Workshop, RobVis | Abbreviated Journal | |
Volume | 4931 | Issue | Pages | 111–124 | |
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Address | Auckland (New Zealand) | ||||
Corporate Author | Thesis | ||||
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Language | Summary Language | Original Title | |||
Series Editor | Series Title | Abbreviated Series Title | LNCS | ||
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Area | Expedition | Conference | |||
Notes | ADAS | Approved | no | ||
Call Number | Admin @ si @ AlT2008 | Serial | 1100 | ||
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Author | Enric Marti; Jaume Rocarias; Debora Gil; Marc Vivet; Carme Julia | ||||
Title | Uso de recursos virtuales en Aprendizaje Basado en Proyectos. Una experiencia en la asignatura de Graficos por Computador | Type | Miscellaneous | ||
Year | 2008 | Publication | Octava Jornada sobre Aprendizaje Cooperativo | Abbreviated Journal | |
Volume | Issue | Pages | 79–88 | ||
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Abstract | En esta comunicación presentamos una experiencia en Aprendizaje Basado en Proyectos (Project
Based Learning – PBL) realizada los últimos cuatro años (cursos del 2004-05 al 2007-08) en Gráficos por Computador 2, asignatura optativa de tercer curso de Ingeniería Informática, titulación impartida en la Escuela Técnica Superior de Ingeniería (ETSE) de la Universidad Autónoma de Barcelona (UAB). Fruto de la constante voluntad de mejora de la organización ABP de nuestra asignatura nos decidimos a utilizar una herramienta LMS (Learning Management System) basada en Moodle y adaptada por nosotros llamada Caronte para poder gestionar la documentación generada en ABP, y añadir una componente semipresencial a la asignatura. En primer lugar se presenta la organización de nuestra asignatura, basada proponer al alumno dos itinerarios para cursarla: el itinerario ABP y el itinerario basado en clases magistrales i examen que llamaremos TPPE (Teoría, Problemas, Prácticas, Examen). La dinámica ABP nos genera una cantidad importante de documentación entre los grupos y el profesor, aparte de el feedback que el profesor genera a los alumnos. En la segunda parte del artículo presentamos los espacios docentes electrónicos de ambos itinerarios, con los que trabajan los alumnos. Finalmente, mostramos los resultados obtenidos de alumnos matriculados y de encuestas de valoración realizados por los alumnos para finalmente exponer las conclusiones de estos cuatro años de experiencia en ABP y en el uso de recursos virtuales en ABP, así como plantear mejoras y temas de discusión sobre ABP. |
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Address | Lleida | ||||
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Language | Summary Language | Original Title | |||
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Series Volume | Series Issue | Edition | |||
ISSN | ISBN | 978-84-691-4605-7 | Medium | ||
Area | Expedition | Conference | |||
Notes | IAM;ADAS; | Approved | no | ||
Call Number | IAM @ iam @ MRG2008a | Serial | 1101 | ||
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Author | Dani Rowe | ||||
Title | Towards Robust Multiple-Target Tracking in Unconstrained Human-Populated Environments | Type | Miscellaneous | ||
Year | 2008 | Publication | CVC–UAB | Abbreviated Journal | |
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ISSN | ISBN | 978–84–935251–5–6 | Medium | ||
Area | Expedition | Conference | |||
Notes | Approved | no | |||
Call Number | Admin @ si @ Row2008 | Serial | 1103 | ||
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Author | Carme Julia | ||||
Title | Missig Data Matrix Factorization Addressing the Structure from Motion Problem | Type | Miscellaneous | ||
Year | 2008 | Publication | CVC–UAB | Abbreviated Journal | |
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Address | Bellaterra | ||||
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ISSN | ISBN | 978–84–935251–6–3 | Medium | ||
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Notes | Approved | no | |||
Call Number | Admin @ si @ Jul2008 | Serial | 1104 | ||
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Author | Miquel Ferrer | ||||
Title | Theory and Algorithms on the Median Graph. Application to Graph-based Classification and Clustering | Type | Book Whole | ||
Year | 2008 | Publication | PhD Thesis, Universitat Autonoma de Barcelona-CVC | Abbreviated Journal | |
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Corporate Author | Thesis | Ph.D. thesis | |||
Publisher | Place of Publication | Editor | Francesc Serratosa Casanelles;Ernest Valveny | ||
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Area | Expedition | 978-84-935251-7-0 | Conference | ||
Notes | Approved | no | |||
Call Number | Admin @ si @ Fer2008 | Serial | 1105 | ||
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Author | Sergio Escalera | ||||
Title | Coding and Decoding Design of ECOCs for Multi-Class Pattern and Object Recognition | Type | Miscellaneous | ||
Year | 2008 | Publication | Abbreviated Journal | ||
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Notes | MILAB; HuPBA | Approved | no | ||
Call Number | BCNPCL @ bcnpcl @ Esc2008a | Serial | 1106 | ||
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Author | Daniel Ponsa | ||||
Title | Model-Based Visual Localisation of Contours and Vehicles | Type | Book Whole | ||
Year | 2007 | Publication | PhD Thesis, Universitat Autonoma de Barcelona-CVC | Abbreviated Journal | |
Volume | Issue | Pages | |||
Keywords | Phd Thesis | ||||
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Corporate Author | Thesis | Ph.D. thesis | |||
Publisher | Ediciones Graficas Rey | Place of Publication | Editor | Antonio Lopez;Xavier Roca | |
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ISSN | ISBN | 978-84-935251-3-2 | Medium | ||
Area | Expedition | Conference | |||
Notes | ADAS | Approved | no | ||
Call Number | ADAS @ adas @ Pon2007 | Serial | 1107 | ||
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Author | Robert Benavente | ||||
Title | A Parametric Model for Computational Colour Naming | Type | Book Whole | ||
Year | 2007 | Publication | PhD Thesis, Universitat Autonoma de Barcelona-CVC | Abbreviated Journal | |
Volume | Issue | Pages | |||
Keywords | PhD Thesis | ||||
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Corporate Author | Thesis | Ph.D. thesis | |||
Publisher | Ediciones Graficas Rey | Place of Publication | Editor | Maria Vanrell | |
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Notes | CIC | Approved | no | ||
Call Number | CAT @ cat @ Ben2007 | Serial | 1108 | ||
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Author | Fadi Dornaika; Bogdan Raducanu | ||||
Title | 3D Face Pose Detection and Tracking Using Monocular Videos: Tool and Application | Type | Journal | ||
Year | 2008 | Publication | IEEE Transactions on Systems, Man and Cybernetics (Part B) (IEEE) | Abbreviated Journal | |
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Notes | OR;MV | Approved | no | ||
Call Number | BCNPCL @ bcnpcl @ DoR2008d | Serial | 1109 | ||
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Author | Robert Benavente; Laura Igual; Fernando Vilariño | ||||
Title | Current Challenges in Computer Vision | Type | Book Whole | ||
Year | 2008 | Publication | Proccedings of the Third Internal Workshop | Abbreviated Journal | |
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ISSN | ISBN | 978-84-936529-0-6 | Medium | ||
Area | Expedition | Conference | CVCRD | ||
Notes | MILAB;CIC;SIAI | Approved | no | ||
Call Number | BCNPCL @ bcnpcl @ BIV2008 | Serial | 1110 | ||
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Author | Francisco Javier Orozco; Jordi Gonzalez | ||||
Title | Confidence Assessment on Eyelid and Eyebrow Expression Recognition | Type | Conference Article | ||
Year | 2008 | Publication | 2008 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008) | Abbreviated Journal | |
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Address | Amsterdam (Holanda) | ||||
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Notes | ISE | Approved | no | ||
Call Number | ISE @ ise @ OrG2008 | Serial | 1111 | ||
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