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Author ![sorted by Author field, descending order (down)](img/sort_desc.gif) |
Gemma Sanchez; Ernest Valveny; Josep Llados; Joan Mas; N. Lozano |
![find record details (via OpenURL) openurl](img/xref.gif)
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A platform to extract knowledge from graphic documents. Application to an architectural sketch understanding scenario |
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2004 |
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Document Analysis Systems VI, S. Marinai, A. Dengel (Eds.) Lecture Notes in Computer Science, 3163:389–400 |
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Springer-Verlag |
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DAG |
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DAG @ dag @ SVL2004 |
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460 |
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Gabriel Villalonga; Sebastian Ramos; German Ros; David Vazquez; Antonio Lopez |
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Title |
3d Pedestrian Detection via Random Forest |
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2014 |
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European Conference on Computer Vision |
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231-238 |
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Pedestrian Detection |
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Our demo focuses on showing the extraordinary performance of our novel 3D pedestrian detector along with its simplicity and real-time capabilities. This detector has been designed for autonomous driving applications, but it can also be applied in other scenarios that cover both outdoor and indoor applications.
Our pedestrian detector is based on the combination of a random forest classifier with HOG-LBP features and the inclusion of a preprocessing stage based on 3D scene information in order to precisely determinate the image regions where the detector should search for pedestrians. This approach ends up in a high accurate system that runs real-time as it is required by many computer vision and robotics applications. |
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Zurich; suiza; September 2014 |
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ECCV-Demo |
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ADAS; 600.076 |
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Admin @ si @ VRR2014 |
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2570 |
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G.Estape; Enric Marti |
![find record details (via OpenURL) openurl](img/xref.gif)
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Title |
L’ús d’aplicacions de visualització 3D com a eina d’aprenenetatge en activitats formatives dirigides i autònomes: el cas del programa Bluestar |
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2008 |
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V Jornades d’Innovació Docent UAB |
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IAM |
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IAM @ iam @ ESM2008 |
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1495 |
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Francisco Javier Orozco; Pau Baiget; Jordi Gonzalez; Xavier Roca |
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Eyelids and Face Tracking in Real-Time |
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2006 |
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6th IASTED International Conference Visualization, Imaging, and Image Processing (VIIP´06), 165–170 |
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Palma de Mallorca (Spain) |
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ISE |
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ISE @ ise @ OBG2006 |
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730 |
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Francisco Cruz; Oriol Ramos Terrades |
![find record details (via OpenURL) openurl](img/xref.gif)
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Title |
A probabilistic framework for handwritten text line segmentation |
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Miscellaneous |
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2018 |
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Arxiv |
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Document Analysis; Text Line Segmentation; EM algorithm; Probabilistic Graphical Models; Parameter Learning |
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We successfully combine Expectation-Maximization algorithm and variational
approaches for parameter learning and computing inference on Markov random fields. This is a general method that can be applied to many computer
vision tasks. In this paper, we apply it to handwritten text line segmentation.
We conduct several experiments that demonstrate that our method deal with
common issues of this task, such as complex document layout or non-latin
scripts. The obtained results prove that our method achieve state-of-theart performance on different benchmark datasets without any particular fine
tuning step. |
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DAG; 600.097; 600.121 |
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Admin @ si @ CrR2018 |
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3253 |
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Francesco Fabbri; Xianghang Liu; Jack R. McKenzie; Bartlomiej Twardowski; Tri Kurniawan Wijaya |
![download PDF file pdf](img/file_PDF.gif)
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Title |
FedFNN: Faster Training Convergence Through Update Predictions in Federated Recommender Systems |
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2023 |
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ARXIV |
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Federated Learning (FL) has emerged as a key approach for distributed machine learning, enhancing online personalization while ensuring user data privacy. Instead of sending private data to a central server as in traditional approaches, FL decentralizes computations: devices train locally and share updates with a global server. A primary challenge in this setting is achieving fast and accurate model training – vital for recommendation systems where delays can compromise user engagement. This paper introduces FedFNN, an algorithm that accelerates decentralized model training. In FL, only a subset of users are involved in each training epoch. FedFNN employs supervised learning to predict weight updates from unsampled users, using updates from the sampled set. Our evaluations, using real and synthetic data, show: 1. FedFNN achieves training speeds 5x faster than leading methods, maintaining or improving accuracy; 2. the algorithm's performance is consistent regardless of client cluster variations; 3. FedFNN outperforms other methods in scenarios with limited client availability, converging more quickly. |
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LAMP |
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Admin @ si @ FLM2023 |
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3980 |
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Author ![sorted by Author field, descending order (down)](img/sort_desc.gif) |
Francesco Ciompi |
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Title |
ECOC-based Plaque Classification using In-vivo and Exvivo Intravascular Ultrasound Data |
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2008 |
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CVC Technical Report #125 |
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Bellaterra (Spain) |
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Admin @ si @ Cio2008 |
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1145 |
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Author ![sorted by Author field, descending order (down)](img/sort_desc.gif) |
Francesc Tous; Maria Vanrell; Ramon Baldrich |
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Exploring Colour Constancy Solutions. |
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2004 |
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CGIV 2004 Second European Conference on Colour in Graphics, Imaging, and Vision, 24:29 |
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Aachen (Germany) |
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CIC |
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CAT @ cat @ TVB2004 |
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452 |
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Francesc Tous |
![find record details (via OpenURL) openurl](img/xref.gif)
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Study of Colour Normalisation for Skin Detection. |
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2002 |
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Director: M. Vanrell, Master Thesis. |
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Admin @ si @ Tou2002 |
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Author ![sorted by Author field, descending order (down)](img/sort_desc.gif) |
Ferran Diego; Daniel Ponsa; Joan Serrat; Antonio Lopez |
![download PDF file pdf](img/file_PDF.gif)
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Video Alignment for Difference-spotting |
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2008 |
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Proceedings of the ECCV workshop on Multi–camera and Multi–modal Sensor Fusion Algorithms and Applications (M2SFA2 2008), Marseille (France) |
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video alignment |
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ADAS |
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ADAS @ adas @ DPS2008 |
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1079 |
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Author ![sorted by Author field, descending order (down)](img/sort_desc.gif) |
Ferran Diego; Daniel Ponsa; Joan Serrat; Antonio Lopez |
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Video alignment for automotive applications |
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2009 |
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BMVA one–day technical meeting on vision for automotive applications |
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video alignment |
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London, UK |
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ADAS |
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ADAS @ adas @ DPS2009 |
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1271 |
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Fernando Vilariño; Enric Marti |
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Title |
New didactic techniques in the EHES applying mobile technologies |
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2008 |
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Agencia de Gestio d´Ajuts Universitaris I de Recerca (AGAUR), Generalitat de Catalunya |
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Agencia de Gestió d’Ajuts Universitaris I de Recerca (AGAUR), Generalitat de Catalunya |
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Agencia de Gestio d´Ajuts Universitaris I de Recerca (AGAUR), Generalitat de Catalunya |
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MILAB;IAM;MV;SIAI |
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IAM @ iam @ VIM2008 |
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1664 |
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Fernando Vilariño |
![find record details (via OpenURL) openurl](img/xref.gif)
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Bringing and keeping all the stakeholders together: creating a catalog of models of governance for innovation |
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2017 |
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Open Living Lab Days Report |
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Krakow; August 2017 |
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MV; no menciona;SIAI |
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Admin @ si @ Vil2017b |
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3033 |
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Felipe Lumbreras; Ramon Baldrich; Maria Vanrell; Joan Serrat; Juan J. Villanueva |
![find record details (via OpenURL) openurl](img/xref.gif)
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Multiresolution colour texture representations for tile classification |
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1999 |
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Proceedings of the VIII Symposium Nacional de Reconocimiento de Formas y Analisis de Imagenes |
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ADAS;CIC |
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ADAS @ adas @ LBV1999a |
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3 |
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Felipe Lumbreras; Joan Serrat; Ramon Baldrich; Maria Vanrell; Juan J. Villanueva |
![find record details (via OpenURL) openurl](img/xref.gif)
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Title |
Color Texture Recognition Through Multiresolution Features |
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Miscellaneous |
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2001 |
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QCAV 2001 International Conference on Quality Control by Artificial Vision, France, 1:114–121. |
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ADAS;CIC |
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ADAS @ adas @ LSB2001 |
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124 |
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