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| Author | Bogdan Raducanu; Jordi Vitria; Ales Leonardis | ||||
| Title | Online pattern recognition and machine learning techniques for computer-vision: Theory and applications | Type | Journal Article | ||
| Year | 2010 | Publication | Image and Vision Computing | Abbreviated Journal | IMAVIS |
| Volume | 28 | Issue | 7 | Pages | 1063–1064 |
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| Abstract | (Editorial for the Special Issue on Online pattern recognition and machine learning techniques)
In real life, visual learning is supposed to be a continuous process. This paradigm has found its way also in artificial vision systems. There is an increasing trend in pattern recognition represented by online learning approaches, which aims at continuously updating the data representation when new information arrives. Starting with a minimal dataset, the initial knowledge is expanded by incorporating incoming instances, which may have not been previously available or foreseen at the system’s design stage. An interesting characteristic of this strategy is that the train and test phases take place simultaneously. Given the increasing interest in this subject, the aim of this special issue is to be a landmark event in the development of online learning techniques and their applications with the hope that it will capture the interest of a wider audience and will attract even more researchers. We received 19 contributions, of which 9 have been accepted for publication, after having been subjected to usual peer review process. |
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| Publisher | Elsevier | Place of Publication | Editor | ||
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| ISSN | 0262-8856 | ISBN | Medium | ||
| Area | Expedition | Conference | |||
| Notes | OR;MV | Approved | no | ||
Call Number  |
BCNPCL @ bcnpcl @ RVL2010 | Serial | 1280 | ||
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| Author | Miguel Reyes; Jordi Vitria; Petia Radeva; Sergio Escalera | ||||
| Title | Real-time Activity Monitoring of Inpatients | Type | Conference Article | ||
| Year | 2010 | Publication | Medical Image Computing in Catalunya: Graduate Student Workshop | Abbreviated Journal | |
| Volume | Issue | Pages | 35–36 | ||
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| Abstract | In this paper, we present the development of an application capable of monitoring a set of patient vital signs in real time. The application has been designed to support the medical staff of a hospital. Preliminary results show the suitability
of the system to prevent the injury produced by the agitation of the patients. |
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| Address | Girona | ||||
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| Series Volume | Series Issue | Edition | |||
| ISSN | ISBN | Medium | |||
| Area | Expedition | Conference | MICCAT | ||
| Notes | OR;MILAB;HUPBA;MV | Approved | no | ||
| Call Number |
BCNPCL @ bcnpcl @ RVR2010 | Serial | 1477 | ||
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| Author | Xavier Roca; Jordi Vitria; Maria Vanrell; Juan J. Villanueva | ||||
| Title | Visual behaviours for binocular navigation with autonomous systems. | 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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| Abstract | |||||
| Address | Bilbao | ||||
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| Area | Expedition | Conference | |||
| Notes | OR;ISE;CIC;MV | Approved | no | ||
| Call Number |
BCNPCL @ bcnpcl @ RVV1999a | Serial | 13 | ||
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| Author | Xavier Roca; Jordi Vitria; Maria Vanrell; Juan J. Villanueva | ||||
| Title | Gaze control in a binocular robot systems | Type | Miscellaneous | ||
| Year | 1999 | Publication | Abbreviated Journal | ||
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| Address | Barcelona | ||||
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| Notes | OR;ISE;CIC;MV | Approved | no | ||
| Call Number |
BCNPCL @ bcnpcl @ RVV1999b | Serial | 41 | ||
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| Author | Xavier Roca; Jordi Vitria; Maria Vanrell; Juan J. Villanueva | ||||
| Title | Visual behaviours for binocular navigation with autonomous systems. | Type | Miscellaneous | ||
| Year | 2000 | Publication | Pattern Recognition and Applications, IOS Press, 134–143. | Abbreviated Journal | |
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| Notes | OR;ISE;CIC;MV | Approved | no | ||
| Call Number |
BCNPCL @ bcnpcl @ RVV2000 | Serial | 245 | ||
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| Author | F. Javier Sanchez; Jordi Vitria | ||||
| Title | ViLi + : Extended Lisp for image Processing and Computer Vision. | Type | Conference Article | ||
| Year | 1994 | Publication | Progress in Image Analysis and Processing III | Abbreviated Journal | |
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| Publisher | World Scientific | Place of Publication | Editor | S.Impedovo | |
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| Series Volume | Series Issue | Edition | |||
| ISSN | ISBN | 981-02-1552-5 | Medium | ||
| Area | Expedition | Conference | |||
| Notes | MV;OR | Approved | no | ||
| Call Number |
BCNPCL @ bcnpcl @ SaV1994; IAM @ iam @ SaV1994 | Serial | 114 | ||
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| Author | J.M. Sanchez; X. Binefa; Jordi Vitria; Petia Radeva | ||||
| Title | Local Analysis for Scene Break Detection Applied to TV Commercials Recognition. | Type | Miscellaneous | ||
| Year | 1999 | Publication | Visual information and information systems, 237–244, Springer– Verlag. | Abbreviated Journal | |
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| Notes | OR;MILAB;MV | Approved | no | ||
| Call Number |
BCNPCL @ bcnpcl @ SBV1999 | Serial | 27 | ||
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| Author | J.M. Sanchez; X. Binefa; Jordi Vitria | ||||
| Title | Shot Partitioning Based Recognition of Tv Commercials | Type | Journal | ||
| Year | 2002 | Publication | Multimedia Tools and Applications, 18: 233–247, Kluwer Academic Publishers (IF: 0.421) | Abbreviated Journal | |
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| Notes | OR;MV | Approved | no | ||
| Call Number |
BCNPCL @ bcnpcl @ SBV2002 | Serial | 274 | ||
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| Author | Santiago Segui; Michal Drozdzal; Petia Radeva; Jordi Vitria | ||||
| Title | Severe Motility Diagnosis using WCE | Type | Conference Article | ||
| Year | 2010 | Publication | Medical Image Computing in Catalunya: Graduate Student Workshop | Abbreviated Journal | |
| Volume | Issue | Pages | 45–46 | ||
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| Address | Girona, Spain | ||||
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| Area | Expedition | Conference | MICCAT | ||
| Notes | OR;MILAB;MV | Approved | no | ||
| Call Number |
BCNPCL @ bcnpcl @ SDR2010 | Serial | 1478 | ||
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| Author | Maria Salamo; Sergio Escalera; Petia Radeva | ||||
| Title | Quality Enhancement based on Reinforcement Learning and Feature Weighting for a Critiquing-Based Recommender | Type | Conference Article | ||
| Year | 2009 | Publication | 8th International Conference on Case-Based Reasoning | Abbreviated Journal | |
| Volume | 5650 | Issue | Pages | 298–312 | |
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| Abstract | Personalizing the product recommendation task is a major focus of research in the area of conversational recommender systems. Conversational case-based recommender systems help users to navigate through product spaces, alternatively making product suggestions and eliciting users feedback. Critiquing is a common form of feedback and incremental critiquing-based recommender system has shown its efficiency to personalize products based primarily on a quality measure. This quality measure influences the recommendation process and it is obtained by the combination of compatibility and similarity scores. In this paper, we describe new compatibility strategies whose basis is on reinforcement learning and a new feature weighting technique which is based on the user’s history of critiques. Moreover, we show that our methodology can significantly improve recommendation efficiency in comparison with the state-of-the-art approaches. | ||||
| Address | Seattle, USA | ||||
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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 | 978-3-642-02998-1 | Medium | |
| Area | Expedition | Conference | ICCBR | ||
| Notes | HuPBA; MILAB | Approved | no | ||
| Call Number |
BCNPCL @ bcnpcl @ SER2009 | Serial | 1187 | ||
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| Author | Neus Salvatella; E Fernandez-Nofrerias; Francesco Ciompi; Oriol Rodriguez-Leor; Xavier Carrillo; R. Hemetsberger; Petia Radeva; J. Mauri; A. Bayes | ||||
| Title | Canvis de volum a la arteria radial despres de la administracio de dos tractaments vasodilatadors. Avaluacio mitjançant ecografia intravascular | Type | Conference Article | ||
| Year | 2010 | Publication | 22nd Congres Societat Catalana de Cardiologia, | Abbreviated Journal | |
| Volume | Issue | Pages | 179 | ||
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| Address | Barcelona (Spain) | ||||
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| Notes | MILAB | Approved | no | ||
| Call Number |
BCNPCL @ bcnpcl @ SFC2010a | Serial | 1367 | ||
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| Author | Neus Salvatella; E Fernandez-Nofrerias; Francesco Ciompi; Oriol Rodriguez-Leor; H. Tizon; Xavier Carrillo; J. Mauri; Petia Radeva | ||||
| Title | Radial Artery Volume Changes After Administration Of Two Different Intra-arterial Drug Regimens. Assessment by Intravascular Ultrasound | Type | Journal Article | ||
| Year | 2010 | Publication | Journal of the American College of Cardiology | Abbreviated Journal | JACC |
| Volume | 56 | Issue | 13s1 | Pages | B119 |
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| Notes | MILAB | Approved | no | ||
| Call Number |
BCNPCL @ bcnpcl @ SFC2010b | Serial | 1364 | ||
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| Author | Santiago Segui; Laura Igual; Petia Radeva; Carolina Malagelada; Fernando Azpiroz; Jordi Vitria | ||||
| Title | A Semi-Supervised Learning Method for Motility Disease Diagnostic | Type | Book Chapter | ||
| Year | 2007 | Publication | Progress in Pattern Recognition, Image Analysis and Applications, 12th Iberoamerican Congress on Pattern (CIARP 2007), LCNS 4756:773–782, ISBN 978–3–540–76724–4 | Abbreviated Journal | |
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| Notes | OR;MILAB;MV | Approved | no | ||
| Call Number |
BCNPCL @ bcnpcl @ SIR2007b | Serial | 897 | ||
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| Author | Santiago Segui; Laura Igual; Fernando Vilariño; Petia Radeva; Carolina Malagelada; Fernando Azpiroz; Jordi Vitria | ||||
| Title | Diagnostic System for Intestinal Motility Disfunctions Using Video Capsule Endoscopy | Type | Book Chapter | ||
| Year | 2008 | Publication | Computer Vision Systems. 6th International | Abbreviated Journal | |
| Volume | 5008 | Issue | Pages | 251–260 | |
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| Abstract | Wireless Video Capsule Endoscopy is a clinical technique consisting of the analysis of images from the intestine which are pro- vided by an ingestible device with a camera attached to it. In this paper we propose an automatic system to diagnose severe intestinal motility disfunctions using the video endoscopy data. The system is based on the application of computer vision techniques within a machine learn- ing framework in order to obtain the characterization of diverse motil- ity events from video sequences. We present experimental results that demonstrate the effectiveness of the proposed system and compare them with the ground-truth provided by the gastroenterologists. | ||||
| Address | Santorini (Greece) | ||||
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| Publisher | Springer-Verlag | Place of Publication | Berlin Heidelberg | Editor | A. Gasteratos, M. Vincze, and J.K. Tsotsos |
| Language | Summary Language | Original Title | |||
| Series Editor | Series Title | Abbreviated Series Title | LNCS | ||
| Series Volume | Series Issue | Edition | |||
| ISSN | ISBN | 978-3-540-79546-9 | Medium | ||
| Area | 800 | Expedition | Conference | ICVS | |
| Notes | OR; MV; MILAB; SIAI | Approved | no | ||
| Call Number |
BCNPCL @ bcnpcl @ SIV2008; IAM @ iam @ SIV2008 | Serial | 962 | ||
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| Author | Santiago Segui; Laura Igual; Jordi Vitria | ||||
| Title | Weighted Bagging for Graph based One-Class Classifiers | Type | Conference Article | ||
| Year | 2010 | Publication | 9th International Workshop on Multiple Classifier Systems | Abbreviated Journal | |
| Volume | 5997 | Issue | Pages | 1-10 | |
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| Abstract | Most conventional learning algorithms require both positive and negative training data for achieving accurate classification results. However, the problem of learning classifiers from only positive data arises in many applications where negative data are too costly, difficult to obtain, or not available at all. Minimum Spanning Tree Class Descriptor (MSTCD) was presented as a method that achieves better accuracies than other one-class classifiers in high dimensional data. However, the presence of outliers in the target class severely harms the performance of this classifier. In this paper we propose two bagging strategies for MSTCD that reduce the influence of outliers in training data. We show the improved performance on both real and artificially contaminated data. | ||||
| Address | Cairo, Egypt | ||||
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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 | 978-3-642-12126-5 | Medium | |
| Area | Expedition | Conference | MCS | ||
| Notes | MILAB;OR;MV | Approved | no | ||
| Call Number |
BCNPCL @ bcnpcl @ SIV2010 | Serial | 1284 | ||
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