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Author |
A. Pujol |
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Title |
Contributions to shape and texture face similarity measurement. |
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2001 |
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PhD Thesis, Universitat Autonoma de Barcelona-CVC |
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Ph.D. thesis |
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JuanJose Villanueva |
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no |
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Admin @ si @ Puj2001 |
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202 |
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Author |
Juan J. Villanueva |
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Title |
Visualization, Imaging and Image Processing. |
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2002 |
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International Association of Science and Technology for Development. ACTA Press, |
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0–88986–354–3 |
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IASTE |
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no |
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ISE @ ise @ Vil2002 |
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276 |
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Author |
David Lloret |
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Title |
Medical Image Registration Based on a Creaseress Measure. |
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2002 |
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PhD Thesis, Universitat Autonoma de Barcelona-CVC |
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Ph.D. thesis |
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Editor |
Joan Serrat |
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Admin @ si @ Llo2002 |
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321 |
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Author |
Jordi Gonzalez |
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Title |
Human Sequence Evaluation: the Key-frame Approach |
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2004 |
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PhD Thesis, Universitat Autonoma de Barcelona-CVC |
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Ph.D. thesis |
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Xavier Roca;Javier Varona |
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no |
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ISE @ ise @ Gon2004 |
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362 |
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Author |
David Guillamet |
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Title |
Statistical Local Appearance Models for Object Recognition |
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2004 |
Publication |
PhD Thesis, Universitat Autonoma de Barcelona-CVC |
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Address |
Bellaterra |
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Ph.D. thesis |
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Jordi Vitria |
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no |
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Admin @ si @ Gui2004 |
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444 |
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Author |
Angel Sappa; Niki Aifanti; Sotiris Malassiotis; Michael G. Strintzis |
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Title |
3D Human Walking Modelling |
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Book Whole |
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2004 |
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Articulated Motion and Deformable Objects, Third International Workshop, (AMDO 2004), Lecture Notes in Computer Science, F.J. Perales, B.A. Draper (Eds.), 3179:111–122 |
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Springer-Verlag, Berlin, Heidelberg |
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no |
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Call Number |
ADAS @ adas @ SAM2004b |
Serial |
494 |
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Author |
Oriol Pujol |
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Title |
A semi-Supervised Statistical Framework and Generative Snakes for IVUS Analysis |
Type |
Book Whole |
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Year |
2004 |
Publication |
PhD Thesis, Universitat Autonoma de Barcelona-CVC |
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Address |
CVC (UAB), Bellaterra |
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Ph.D. thesis |
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Editor |
Petia Radeva |
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HuPBA;MILAB |
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no |
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Call Number |
BCNPCL @ bcnpcl @ Puj2004 |
Serial |
512 |
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Author |
David Masip |
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Title |
Face Classification Using Discriminative Features and Classifier Combination |
Type |
Book Whole |
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Year |
2005 |
Publication |
PhD Thesis, Universitat Autonoma de Barcelona-CVC |
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CVC (UAB) |
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Ph.D. thesis |
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Editor |
Jordi Vitria |
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84-933652-3-8 |
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OR;MV |
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no |
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Call Number |
Admin @ si @ Mas2005b |
Serial |
602 |
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Author |
Misael Rosales |
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Title |
A Physics-Based Image Modelling of IVUS as a Geometric and Kinematic System |
Type |
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Year |
2005 |
Publication |
PhD Thesis, Universitat Autonoma de Barcelona-CVC |
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Address |
CVC (UAB) |
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Thesis |
Ph.D. thesis |
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Editor |
Petia Radeva |
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978-84-922529-8-7 |
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no |
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Call Number |
Admin @ si @ Ros2005 |
Serial |
603 |
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Author |
Joan Mas; Gemma Sanchez; Josep Llados |
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Title |
An Incremental Parser to Recognize Diagram Symbols and Gestures represented by Adjacency Grammars |
Type |
Book Whole |
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Year |
2006 |
Publication |
Graphics Recognition: Ten Years Review and Future Perspectives, W. Liu, J. Llados (Eds.), LNCS 3926: 252–263 |
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DAG |
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no |
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Call Number |
DAG @ dag @ MSL2006a |
Serial |
711 |
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Author |
Oriol Ramos Terrades |
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Title |
Linear Combination of Multiresolution Descriptors: Application to Graphics Recognition |
Type |
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Year |
2006 |
Publication |
PhD Thesis, Universitat Autonoma de Barcelona-CVC & Universite Nancy 2 |
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Ph.D. thesis |
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Editor |
Salvatore Antoine Tabbone;Ernest Valveny |
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DAG |
Approved |
no |
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Call Number |
DAG @ dag @ Ram2006 |
Serial |
713 |
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Author |
Fernando Vilariño |
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Title |
A Machine Learning Approach for Intestinal Motility Assessment with Capsule Endoscopy |
Type |
Book Whole |
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Year |
2006 |
Publication |
PhD Thesis, Universitat Autonoma de Barcelona-CVC |
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Abstract |
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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Thesis |
Ph.D. thesis |
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Petia Radeva |
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84-933652-7-0 |
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800 |
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Notes |
MV;SIAI |
Approved |
no |
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Call Number |
Admin @ si @ Vil2006; IAM @ iam @ Vil2006 |
Serial |
738 |
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Author |
Josep Llados |
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Title |
Computer Vision: Progress of Research and Development |
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Year |
2006 |
Publication |
1st CVC Internal Workshop Computer Vision: Progress of Research and Development, |
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J. Llados (ed.), |
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84-933652-8-9 |
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CVCRD |
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DAG @ dag @ Lla2006b |
Serial |
766 |
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Author |
F. Pla; Petia Radeva; Jordi Vitria |
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Title |
Pattern Recognition: Progress, Directions and Applications |
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2006 |
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84-933652-6-2 |
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OR;MILAB;MV |
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no |
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Call Number |
BCNPCL @ bcnpcl @ PRV2006b |
Serial |
771 |
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Author |
W. Liu; Josep Llados |
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Title |
Graphics Recognition. Ten Years Review and Future Perspectives |
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Year |
2006 |
Publication |
6th International Workshop |
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3926 |
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Hong Kong (China) |
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LNCS |
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GREC |
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DAG |
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no |
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Call Number |
DAG @ dag @ LiL2006 |
Serial |
800 |
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