| Records |
| Author |
David Guillamet |
| Title |
Statistical Local Appearance Models for Object Recognition |
Type |
Book Whole |
| Year |
2004 |
Publication |
PhD Thesis, Universitat Autonoma de Barcelona-CVC |
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Address  |
Bellaterra |
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Thesis |
Ph.D. thesis |
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Editor |
Jordi Vitria |
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no |
| Call Number |
Admin @ si @ Gui2004 |
Serial |
444 |
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| Author |
Georg Langs; Petia Radeva; David Rotger; Francesc Carreras |
| Title |
Building and Registering Parameterized 3D Models of Vessel Trees for Visualization during Intervention |
Type |
Miscellaneous |
| Year |
2004 |
Publication |
17th International Conference on Pattern Recognition, ICPR’04 |
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Cambridge, United Kingdom |
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MILAB |
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no |
| Call Number |
BCNPCL @ bcnpcl @ LRR2004b |
Serial |
463 |
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| Author |
Carme Julia |
| Title |
Motion segmentation through factorization. Application to night driving assistance |
Type |
Report |
| Year |
2004 |
Publication |
CVC Technical Report #79 |
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CVC (UAB) |
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no |
| Call Number |
Admin @ si @ 38169 |
Serial |
506 |
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| Author |
Raul Chaves |
| Title |
Sistema de identificacion mediante huellas dactilares |
Type |
Report |
| Year |
2004 |
Publication |
CVC Technical Report #81 |
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CVC (UAB) |
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no |
| Call Number |
Admin @ si @ Cha2004 |
Serial |
507 |
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| Author |
Oriol Martinez |
| Title |
Semantic Retrieval of Memory Color Content |
Type |
Report |
| Year |
2004 |
Publication |
CVC Technical Report #80 |
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CVC (UAB) |
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no |
| Call Number |
Admin @ si @ 38047 |
Serial |
508 |
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| Author |
Jaume Amores; Petia Radeva |
| Title |
Registration and retrieval of medical images. Application to IVUS |
Type |
Report |
| Year |
2004 |
Publication |
CVC Technical Report #77 |
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CVC (UAB) |
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| Notes |
MILAB |
Approved |
no |
| Call Number |
ADAS @ adas @ AmR2004 |
Serial |
513 |
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| Author |
Jaume Garcia |
| Title |
Generalized Active Shape Models Applied to Cardiac Function Analysis |
Type |
Report |
| Year |
2004 |
Publication |
CVC Technical Report |
Abbreviated Journal |
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| Volume |
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Issue |
78 |
Pages |
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| Keywords |
Cardiac Analysis; Deformable Models; Active Contour Models; Active Shape Models; Tagged MRI; HARP; Contrast Echocardiography. |
| Abstract |
Medical imaging is very useful in the assessment and treatment of many diseases. To deal with the great amount of data provided by imaging scanners and extract quantitative information that physicians can interpret, many analysis algorithms have been developed. Any process of analysis always consists of a first step of segmenting some particular structure. In medical imaging, structures are not always well defined and suffer from noise artifacts thus, ordinary segmentation methods are not well suited. The ones that seem to give better results are those based on deformable models. Nevertheless, despite their capability of mixing image features together with smoothness constraints that may compensate for image irregularities, these are naturally local methods, i. e., each node of the active contour evolve taking into account information about its neighbors and some other weak constraints about flexibility and smoothness, but not about the global shape that they should find. Due to the fact that structures to be segmented are the same for all cases but with some inter and intra-patient variation, the incorporation of a priori knowledge about shape in the segmentation method will provide robustness to it. Active Shape Models is an algorithm based on the creation of a shape model called Point Distribution Model. It performs a segmentation using only shapes similar than those previously learned from a training set that capture most of the variation presented by the structure. This algorithm works by updating shape nodes along a normal segment which often can be too restrictive. For this reason we propose a generalization of this algorithm that we call Generalized Active Shape Models and fully integrates the a priori knowledge given by the Point Distribution Model with deformable models or any other appropriate segmentation method. Two different applications to cardiac imaging of this generalized method are developed and promising results are shown. |
| Address |
CVC (UAB) |
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Thesis |
Master's thesis |
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| Notes |
IAM; |
Approved |
no |
| Call Number |
IAM @ iam @ Gar2004 |
Serial |
1513 |
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| Author |
Oriol Pujol |
| Title |
A semi-Supervised Statistical Framework and Generative Snakes for IVUS Analysis |
Type |
Book Whole |
| Year |
2004 |
Publication |
PhD Thesis, Universitat Autonoma de Barcelona-CVC |
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| Abstract |
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| Address |
CVC (UAB), Bellaterra |
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Thesis |
Ph.D. thesis |
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Editor |
Petia Radeva |
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| Notes |
HuPBA;MILAB |
Approved |
no |
| Call Number |
BCNPCL @ bcnpcl @ Puj2004 |
Serial |
512 |
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| Author |
Georg Langs; Petia Radeva; David Rotger; Francesc Carreras |
| Title |
Explorative Building of 3D Vessel Tree Models |
Type |
Miscellaneous |
| Year |
2004 |
Publication |
“Digital Imaging in Media and Education”, 28th annual workshop of the Austrian Association for Pattern Recognition (OAGM/AAPR) |
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Hagenberg (Austria) |
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MILAB |
Approved |
no |
| Call Number |
BCNPCL @ bcnpcl @ LRR2004a |
Serial |
467 |
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| Author |
David Masip; Jordi Vitria |
| Title |
Boosted Linear Projections for Discriminant Analysis |
Type |
Miscellaneous |
| Year |
2004 |
Publication |
CCIA 2004, 45–52, ISBN: 1–58603–466–9 |
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IOS Press |
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OR;MV |
Approved |
no |
| Call Number |
BCNPCL @ bcnpcl @ MaV2004c |
Serial |
510 |
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| Author |
Zhong Jin; Franck Davoine |
| Title |
Orthogonal ICA Representation Of Images |
Type |
Miscellaneous |
| Year |
2004 |
Publication |
8th International Conference on Control, Automation, Robotics and Vision, 369–374 |
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Kunming (China) |
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no |
| Call Number |
Admin @ si @ JiD2004 |
Serial |
499 |
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| Author |
Zhong Jin; Franck Davoine; Zhen Lou |
| Title |
An Effective EM Algorithm for PCA Mixture Model |
Type |
Miscellaneous |
| Year |
2004 |
Publication |
Structural and Statistical Pattern Recognition, Lecture Notes in Computer Science, 3138:626–634 |
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Lisbon, Portugal |
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no |
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Admin @ si @ JDL2004 |
Serial |
482 |
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| Author |
Oriol Pujol; Oriol Rodriguez-Leor; J. Mauri; E. Fernandez; V. Valle; Petia Radeva |
| Title |
Automatic segmentation and characterization of IVUS images by texture analysis |
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Miscellaneous |
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2004 |
Publication |
European Society of Cardiology Congress 2004 |
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Munich |
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MILAB;HuPBA |
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no |
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BCNPCL @ bcnpcl @ PRM2004 |
Serial |
478 |
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| Author |
O. Rodriguez; David Rotger; J. Mauri; E. Fernandez; V. Valle; Petia Radeva |
| Title |
Active vessel workstation: three-dimensional reconstruction of coronary arteries by fusion of angiography and intravascular ultrasound |
Type |
Miscellaneous |
| Year |
2004 |
Publication |
European Society of Cardiology Congress 2004 |
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Munich |
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MILAB |
Approved |
no |
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BCNPCL @ bcnpcl @ RRM2004a |
Serial |
479 |
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| Author |
Angel Sappa; M.A. Garcia |
| Title |
Hierarchical Clustering of 3D Objects and its Application to Minimum Distance Computation |
Type |
Conference Article |
| Year |
2004 |
Publication |
IEEE International Conference on Robotics & Automation, 5287–5292, New Orleans, LA (USA), ISBN: 0–7803–8232–3 |
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New Orleans, LA, USA |
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ADAS |
Approved |
no |
| Call Number |
ADAS @ adas @ SaG2004b |
Serial |
459 |
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