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Author (up) Adriana Romero; Petia Radeva; Carlo Gatta edit   pdf
openurl 
  Title No more meta-parameter tuning in unsupervised sparse feature learning Type Miscellaneous
  Year 2014 Publication Arxiv Abbreviated Journal  
  Volume Issue Pages  
  Keywords  
  Abstract CoRR abs/1402.5766
We propose a meta-parameter free, off-the-shelf, simple and fast unsupervised feature learning algorithm, which exploits a new way of optimizing for sparsity. Experiments on STL-10 show that the method presents state-of-the-art performance and provides discriminative features that generalize well.
 
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  Notes MILAB; LAMP; 600.079 Approved no  
  Call Number Admin @ si @ RRG2014 Serial 2471  
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Author (up) Agata Lapedriza; David Masip; Jordi Vitria edit  openurl
  Title Face Verification using External Features Type Miscellaneous
  Year 2006 Publication 7th International Conference on Automatic Face and Gesture Recognition (FG´06), 132– 137 Abbreviated Journal  
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  Address Southampton (United Kingdom)  
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  Area Expedition Conference  
  Notes OR;MV Approved no  
  Call Number BCNPCL @ bcnpcl @ LMV2006a Serial 707  
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Author (up) Agata Lapedriza; David Masip; Jordi Vitria edit  openurl
  Title Are external face features useful for automatic face classification? Type Miscellaneous
  Year 2005 Publication IEEE Workshop on Face Recognition Grand Challenge Experiments, 151–ff Abbreviated Journal  
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  Address San Diego; CA; USA;  
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  Area Expedition Conference  
  Notes OR;MV Approved no  
  Call Number BCNPCL @ bcnpcl @ LMV2005b Serial 547  
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Author (up) Agata Lapedriza; Jaume Garcia; Ernest Valveny; Robert Benavente; Miquel Ferrer; Gemma Sanchez edit  openurl
  Title Una experiencia de aprenentatge basada en projectes en el ambit de la informatica Type Miscellaneous
  Year 2008 Publication V Jornades d’Innovacio Docent (UAB) Abbreviated Journal  
  Volume Issue Pages 63  
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  Abstract  
  Address Bellaterra (Spain)  
  Corporate Author Thesis  
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  Series Volume Series Issue Edition  
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  Area Expedition Conference  
  Notes OR; IAM; DAG; CIC; MV Approved no  
  Call Number BCNPCL @ bcnpcl @ LGV2008 Serial 1030  
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Author (up) Agnes Borras edit  openurl
  Title High-Level Clothes Description Based on Colour-Texture Features. Type Miscellaneous
  Year 2002 Publication Director: J. Llados, Master Thesis. Abbreviated Journal  
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  Notes Approved no  
  Call Number DAG @ dag @ Bor2002 Serial 322  
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Author (up) Akhil Gurram; Antonio Lopez edit   pdf
url  openurl
  Title On the Metrics for Evaluating Monocular Depth Estimation Type Miscellaneous
  Year 2023 Publication Arxiv Abbreviated Journal  
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  Abstract Monocular Depth Estimation (MDE) is performed to produce 3D information that can be used in downstream tasks such as those related to on-board perception for Autonomous Vehicles (AVs) or driver assistance. Therefore, a relevant arising question is whether the standard metrics for MDE assessment are a good indicator of the accuracy of future MDE-based driving-related perception tasks. We address this question in this paper. In particular, we take the task of 3D object detection on point clouds as a proxy of on-board perception. We train and test state-of-the-art 3D object detectors using 3D point clouds coming from MDE models. We confront the ranking of object detection results with the ranking given by the depth estimation metrics of the MDE models. We conclude that, indeed, MDE evaluation metrics give rise to a ranking of methods that reflects relatively well the 3D object detection results we may expect. Among the different metrics, the absolute relative (abs-rel) error seems to be the best for that purpose.  
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  Notes ADAS Approved no  
  Call Number Admin @ si @ GuL2023 Serial 3867  
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Author (up) Albert Andaluz; Francesc Carreras; Debora Gil; Jaume Garcia edit   pdf
url  openurl
  Title Una aplicació amigable pel càlcul de indicadors clínics del ventricle esquerre Type Miscellaneous
  Year 2010 Publication Forum Biocat 2010 Abbreviated Journal  
  Volume Issue Pages  
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  Address Lonja de Mar,Barcelona (Spain)  
  Corporate Author CVC Thesis  
  Publisher Biocat Place of Publication Barcelona Editor  
  Language Catalan Summary Language Original Title  
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  Notes IAM Approved no  
  Call Number IAM @ iam @ ACG2010 Serial 1483  
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Author (up) Alejandro Cartas; Estefania Talavera; Petia Radeva; Mariella Dimiccoli edit  openurl
  Title On the Role of Event Boundaries in Egocentric Activity Recognition from Photostreams Type Miscellaneous
  Year 2018 Publication Arxiv Abbreviated Journal  
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  Abstract Event boundaries play a crucial role as a pre-processing step for detection, localization, and recognition tasks of human activities in videos. Typically, although their intrinsic subjectiveness, temporal bounds are provided manually as input for training action recognition algorithms. However, their role for activity recognition in the domain of egocentric photostreams has been so far neglected. In this paper, we provide insights of how automatically computed boundaries can impact activity recognition results in the emerging domain of egocentric photostreams. Furthermore, we collected a new annotated dataset acquired by 15 people by a wearable photo-camera and we used it to show the generalization capabilities of several deep learning based architectures to unseen users.  
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  Notes MILAB; no proj Approved no  
  Call Number Admin @ si @ CTR2018 Serial 3184  
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Author (up) Alejandro Cartas; Jordi Luque; Petia Radeva; Carlos Segura; Mariella Dimiccoli edit  url
openurl 
  Title How Much Does Audio Matter to Recognize Egocentric Object Interactions? Type Miscellaneous
  Year 2019 Publication Arxiv Abbreviated Journal  
  Volume Issue Pages  
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  Abstract CoRR abs/1906.00634
Sounds are an important source of information on our daily interactions with objects. For instance, a significant amount of people can discern the temperature of water that it is being poured just by using the sense of hearing. However, only a few works have explored the use of audio for the classification of object interactions in conjunction with vision or as single modality. In this preliminary work, we propose an audio model for egocentric action recognition and explore its usefulness on the parts of the problem (noun, verb, and action classification). Our model achieves a competitive result in terms of verb classification (34.26% accuracy) on a standard benchmark with respect to vision-based state of the art systems, using a comparatively lighter architecture.
 
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  Notes MILAB; no menciona Approved no  
  Call Number Admin @ si @ CLR2019 Serial 3383  
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Author (up) Alicia Fornes; Josep Llados; Gemma Sanchez edit  openurl
  Title Staff and graphical primitive segmentation in old handwritten music scores Type Miscellaneous
  Year 2005 Publication Abbreviated Journal  
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  Notes DAG Approved no  
  Call Number DAG @ dag @ FLS2005b Serial 585  
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Author (up) Alicia Fornes; Josep Llados; Gemma Sanchez edit  openurl
  Title Primitive Segmentation in Old Handwritten Music Scores Type Miscellaneous
  Year 2005 Publication 6th IAPR International Workshop on Graphics Recognition (GREC 2005) Abbreviated Journal  
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  Address Hong Kong, Hong Kong SAR (China)  
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  Notes DAG Approved no  
  Call Number DAG @ dag @ FLS2005a Serial 584  
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Author (up) Anastasios Doulamis; Nikolaos Doulamis; Marco Bertini; Jordi Gonzalez; Thomas B. Moeslund edit   pdf
openurl 
  Title Analysis and Retrieval of Tracked Events and Motion in Imagery Streams Type Miscellaneous
  Year 2013 Publication ACM/IEEE international workshop on Analysis and retrieval of tracked events and motion in imagery stream Abbreviated Journal  
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  Address Barcelona; October 2013  
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  Notes ISE Approved no  
  Call Number Admin @ si @ DDB2013 Serial 2372  
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Author (up) Angel Sappa edit  url
openurl 
  Title Efficient Closed Contour Extraction from Range Image Edge Points Type Miscellaneous
  Year 2005 Publication IEEE International Conference on Robotics and Automation Abbreviated Journal  
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  Address Barcelona (Spain)  
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  Notes Approved no  
  Call Number ADAS @ adas @ Sap2005 Serial 538  
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Author (up) Angel Sappa edit  openurl
  Title Automatic Extraction of Planar Projections from Panoramic Range Images Type Miscellaneous
  Year 2004 Publication IEEE Int. Symp. on 3D Data Processing, Visualization and Transmission Abbreviated Journal  
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  Address Thessaloniki (Greece)  
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  Notes Approved no  
  Call Number ADAS @ adas @ Sap2004a Serial 454  
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Author (up) Angel Sappa edit  openurl
  Title Surface Model Generation from Range Images of Industrial Environments Type Miscellaneous
  Year 2004 Publication IEEE Int. Symp. on 3D Data Processing, Visualization and Transmission Abbreviated Journal  
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  Address Thessaloniki (Greece)  
  Corporate Author Thesis  
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  Series Editor Series Title Abbreviated Series Title  
  Series Volume Series Issue Edition  
  ISSN ISBN Medium  
  Area Expedition Conference  
  Notes Approved no  
  Call Number ADAS @ adas @ Sap2004b Serial 455  
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