Records |
Author |
Marçal Rusiñol |
Title |
A Model of Vectorial Signatures in Terms of Expressive Sub-Shapes: Symbol Indexation in Technical Documents |
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Report |
Year |
2006 |
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CVC Technical Report #94 |
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DAG |
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no |
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DAG @ dag @ Rus2006 |
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668 |
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Author |
Jose Antonio Rodriguez |
Title |
Pen-based Interfaces and Recognition: Application to Proofreading Interpretation |
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Report |
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2006 |
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CVC Technical Report #96 |
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no |
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Admin @ si @ Rod2006 |
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669 |
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Author |
Miquel Ferrer |
Title |
Spectral Median Graphs and its Application to Graphical Symbol Recognition |
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Report |
Year |
2006 |
Publication |
CVC Technical Report #95 |
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no |
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Admin @ si @ Fer2006 |
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670 |
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Author |
David Aldavert |
Title |
Visual Simultaneous Localization and Mapping |
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Report |
Year |
2006 |
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CVC Technical Report #98 |
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ADAS |
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no |
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Admin @ si @ Ald2006 |
Serial |
736 |
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Author |
David Geronimo |
Title |
Model Features and Horizon Line Estimation for Pedestrian Detection in Advanced Driver Assistance Systems |
Type |
Report |
Year |
2006 |
Publication |
CVC Technical Report #98 |
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CVC (UAB) |
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Master's thesis |
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no |
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ADAS @ adas @ Ger2006 |
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737 |
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Author |
Fernando Vilariño |
Title |
A Machine Learning Approach for Intestinal Motility Assessment with Capsule Endoscopy |
Type |
Book Whole |
Year |
2006 |
Publication |
PhD Thesis, Universitat Autonoma de Barcelona-CVC |
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Intestinal motility assessment with video capsule endoscopy arises as a novel and challenging clinical fieldwork. This technique is based on the analysis of the patterns of intestinal contractions obtained by labelling all the motility events present in a video provided by a capsule with a wireless micro-camera, which is ingested by the patient. However, the visual analysis of these video sequences presents several im- portant drawbacks, mainly related to both the large amount of time needed for the visualization process, and the low prevalence of intestinal contractions in video.
In this work we propose a machine learning system to automatically detect the intestinal contractions in video capsule endoscopy, driving a very useful but not fea- sible clinical routine into a feasible clinical procedure. Our proposal is divided into two different parts: The first part tackles the problem of the automatic detection of phasic contractions in capsule endoscopy videos. Phasic contractions are dynamic events spanning about 4-5 seconds, which show visual patterns with a high variability. Our proposal is based on a sequential design which involves the analysis of textural, color and blob features with powerful classifiers such as SVM. This approach appears to cope with two basic aims: the reduction of the imbalance rate of the data set, and the modular construction of the system, which adds the capability of including domain knowledge as new stages in the cascade. The second part of the current work tackles the problem of the automatic detection of tonic contractions. Tonic contrac- tions manifest in capsule endoscopy as a sustained pattern of the folds and wrinkles of the intestine, which may be prolonged for an undetermined span of time. Our proposal is based on the analysis of the wrinkle patterns, presenting a comparative study of diverse features and classification methods, and providing a set of appro- priate descriptors for their characterization. We provide a detailed analysis of the performance achieved by our system both in a qualitative and a quantitative way. |
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CVC (UAB) |
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Ph.D. thesis |
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Editor |
Petia Radeva |
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84-933652-7-0 |
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800 |
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MV;SIAI |
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no |
Call Number |
Admin @ si @ Vil2006; IAM @ iam @ Vil2006 |
Serial |
738 |
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Author |
Josep Llados |
Title |
Perspectives on the Analysis of Graphical Documents |
Type |
Miscellaneous |
Year |
2006 |
Publication |
Colloque International Francophone sur l´Ecrit et le Document (CIFED´06), 25–31 |
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Fribourg (Switzerland) |
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DAG |
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no |
Call Number |
DAG @ dag @ Lla2006a |
Serial |
706 |
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Author |
Angel Sappa; Boris X. Vintimilla |
Title |
Edge Point Linking by Means of Global and Local Schemes |
Type |
Conference Article |
Year |
2006 |
Publication |
IEEE Int. Conf. on Signal-Image Technology and Internet-Based Systems, Hammamet, Tunisia, December 2006, pp. 551-560. |
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Hammamet (Tunisia) |
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ADAS |
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no |
Call Number |
ADAS @ adas @ SaV2006 |
Serial |
722 |
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Author |
Zhong Jin; Franck Davoine; Zhen Lou; Jing-Yu Yang |
Title |
A novel PCA-based Bayes classifier and face analysis |
Type |
Book Chapter |
Year |
2006 |
Publication |
International Conference on Advances in Biometrics (ICB’06), LNCS 3832: 144–150 |
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Hong Kong |
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no |
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Admin @ si @ JDL2006 |
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624 |
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Author |
Michael Villamizar; A. Sanfeliu; Juan Andrade |
Title |
Computation of Rotation Local Invariant Features using the Integral Image for Real Time Object Detection |
Type |
Miscellaneous |
Year |
2006 |
Publication |
18th International Conference on Pattern Recognition, 81–85 |
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Hong Kong |
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no |
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Admin @ si @ VSA2006a |
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663 |
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Author |
Sergio Escalera; Oriol Pujol; Petia Radeva |
Title |
Boosted Landmarks of Contextual Descriptors and Forest-ECOC: a novel framework to detect and classify objects in cluttered scenes |
Type |
Miscellaneous |
Year |
2006 |
Publication |
18th International Conference on Pattern Recognition (ICPR´06), 4: 104–107, ISBN: 0–7695–2521–0 |
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Hong Kong |
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MILAB;HuPBA |
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no |
Call Number |
BCNPCL @ bcnpcl @ EPR2006a |
Serial |
692 |
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Author |
Sergio Escalera; Oriol Pujol; Petia Radeva |
Title |
ECOC-ONE: A novel coding and decoding strategy |
Type |
Miscellaneous |
Year |
2006 |
Publication |
18th International Conference on Pattern Recognition (ICPR´06), 3: 578–581, ISBN: 0–7695–2521–0 |
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Hong Kong |
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MILAB;HuPBA |
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no |
Call Number |
BCNPCL @ bcnpcl @ EPR2006b |
Serial |
693 |
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Author |
Joan Mas; B. Lamiroy; Gemma Sanchez; Josep Llados |
Title |
Automatic Adjacency Grammar Generation from User Drawn Sketches |
Type |
Miscellaneous |
Year |
2006 |
Publication |
18th International Conference on Pattern Recognition (ICPR´06), 2: 1026–1029 |
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Hong Kong |
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DAG |
Approved |
no |
Call Number |
DAG @ dag @ MLS2006a |
Serial |
709 |
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Author |
Oriol Ramos Terrades; Salvatore Tabbone; Ernest Valveny |
Title |
Combination of shape descriptors using an adaptation of boosting |
Type |
Miscellaneous |
Year |
2006 |
Publication |
18th International Conference on Pattern Recognition (ICPR´06), 2: 764–767 |
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Hong Kong |
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DAG |
Approved |
no |
Call Number |
DAG @ dag @ RTV2006 |
Serial |
718 |
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Author |
Fernando Vilariño; Panagiota Spyridonos; Jordi Vitria; Fernando Azpiroz; Petia Radeva |
Title |
Automatic Detection of Intestinal Juices in Wireless Capsule Video Endoscopy |
Type |
Conference Article |
Year |
2006 |
Publication |
18th International Conference on Pattern Recognition |
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4 |
Issue |
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Pages |
719-722 |
Keywords |
Clinical diagnosis , Endoscopes , Fluids and secretions , Gabor filters , Hospitals , Image sequence analysis , Intestines , Lighting , Shape , Visualization |
Abstract |
Wireless capsule video endoscopy is a novel and challenging clinical technique, whose major reported drawback relates to the high amount of time needed for video visualization. In this paper, we propose a method for the rejection of the parts of the video resulting not valid for analysis by means of automatic detection of intestinal juices. We applied Gabor filters for the characterization of the bubble-like shape of intestinal juices in fasting patients. Our method achieves a significant reduction in visualization time, with no relevant loss of valid frames. The proposed approach is easily extensible to other image analysis scenarios where the described pattern of bubbles can be found. |
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Hong Kong |
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1051-4651 |
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0-7695-2521-0 |
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800 |
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Conference |
ICPR |
Notes |
MV;OR;MILAB;SIAI |
Approved |
no |
Call Number |
BCNPCL @ bcnpcl @ VSV2006b; IAM @ iam @ VSV2006g |
Serial |
727 |
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