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Author |
Xose M. Pardo; Petia Radeva; D. Cabello |
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Title |
Discriminant Snakes for 3D Reconstruction of Anatomical Organs |
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2003 |
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Medical Image Analysis, 7(3): 293–310 (IF: 4.442) |
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MILAB |
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BCNPCL @ bcnpcl @ PPC2003 |
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398 |
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Author |
B. Moghaddam; David Guillamet; Jordi Vitria |
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Title |
Local Appearance-Based Models using High-Order Statistics of Image Features |
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Miscellaneous |
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2003 |
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Mitsubishi Electrical Reasearch Lab Technical Report |
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OR;MV |
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no |
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BCNPCL @ bcnpcl @ TR2003-85 |
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396 |
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Author |
Daniel Ponsa; Robert Benavente; Felipe Lumbreras; Judit Martinez; Xavier Roca |
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Title |
Quality control of safety belts by machine vision inspection for real-time production |
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Journal Article |
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2003 |
Publication |
Optical Engineering (IF: 0.877) |
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42 |
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4 |
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1114-1120 |
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ADAS;ISE;CIC |
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ADAS @ adas @ PRL2003 |
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399 |
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Author |
J.L. Pech-Pacheco; J. Alvarez-Borrego; Gabriel Cristobal; Matthias S. Keil |
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Title |
Automatic object identification irrespective to geometric changes |
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2003 |
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Optical Engineering, 42(2): 551–559 (IF: 0.877) |
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Admin @ si @ PAC2003 |
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632 |
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Author |
M. Bressan; Jordi Vitria |
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Title |
Nonparametric Discriminant Analysis and Nearest Neighbor Classification |
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Journal Article |
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2003 |
Publication |
Pattern Recognition Letters |
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PRL |
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Volume |
24 |
Issue |
15 |
Pages |
2743–2749 |
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Abstract |
IF: 0.809 |
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OR;MV |
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no |
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BCNPCL @ bcnpcl @ BrV2003b |
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367 |
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Author |
Cristina Cañero; Petia Radeva |
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Title |
Vesselness enhancement diffusion |
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Journal Article |
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Year |
2003 |
Publication |
Pattern Recognition Letters |
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PRL |
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Volume |
24 |
Issue |
16 |
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3141–3151 |
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Abstract |
IF: 0.809 |
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MILAB |
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no |
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BCNPCL @ bcnpcl @ CaR2003 |
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371 |
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Author |
David Guillamet; Jordi Vitria |
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Title |
Evaluation of distance metrics for recognition based on non-negative matrix factorization |
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Journal Article |
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Year |
2003 |
Publication |
Pattern Recognition Letters |
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24 |
Issue |
9-10 |
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1599 –1605 |
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IF: 0.809 |
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OR;MV |
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no |
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BCNPCL @ bcnpcl @ GuV2003b |
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380 |
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Author |
David Guillamet; Jordi Vitria; B. Shiele |
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Title |
Introducing a weighted non-negative matrix factorization for image classification |
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Journal Article |
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Year |
2003 |
Publication |
Pattern Recognition Letters |
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PRL |
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Volume |
24 |
Issue |
14 |
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2447–2454 |
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IF: 0.809 |
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OR;MV |
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no |
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BCNPCL @ bcnpcl @ GVS2003 |
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382 |
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Author |
Ernest Valveny; Enric Marti |
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Title |
A model for image generation and symbol recognition through the deformation of lineal shapes |
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Journal Article |
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Year |
2003 |
Publication |
Pattern Recognition Letters |
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PRL |
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Volume |
24 |
Issue |
15 |
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2857-2867 |
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Abstract |
We describe a general framework for the recognition of distorted images of lineal shapes, which relies on three items: a model to represent lineal shapes and their deformations, a model for the generation of distorted binary images and the combination of both models in a common probabilistic framework, where the generation of deformations is related to an internal energy, and the generation of binary images to an external energy. Then, recognition consists in the minimization of a global energy function, performed by using the EM algorithm. This general framework has been applied to the recognition of hand-drawn lineal symbols in graphic documents. |
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Elsevier Science Inc. |
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New York, NY, USA |
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0167-8655 |
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DAG; IAM |
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no |
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Call Number |
IAM @ iam @ VAM2003 |
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1653 |
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Author |
X. Jing; David Zhang; Zhong Jin |
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Title |
Improved algorithm and generalized theory |
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2003 |
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Pattern Recognition, 36(11): 2593–2602 (IF: 1.611) |
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Admin @ si @ JZJ2003b |
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429 |
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Author |
Yong Xu; Jing-Yu Yang; Zhong Jin |
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Title |
Theory analysis on FSLDA and ULDA |
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2003 |
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Pattern Recognition, 36(12): 3031–3033 (IF: 1.611) |
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Admin @ si @ XYJ2003 |
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430 |
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Author |
M. Bressan; David Guillamet; Jordi Vitria |
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Title |
Using an ICA Representation of Local Color Histograms for Object Recognition |
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2003 |
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Pattern Recognition, 36(3):691–701 (IF: 1.611) |
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OR;MV |
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BCNPCL @ bcnpcl @ BGV2003 |
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365 |
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Author |
X. Jing; David Zhang; Zhong Jin |
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Title |
Improvements on the uncorrelated optimal discriminant vectors |
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2003 |
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Pattern Recognition, 36(8): 1921–1923 (IF: 1.611) |
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Admin @ si @ JZJ2003a |
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428 |
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Author |
I. King; Zhong Jin |
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Title |
Integrated Probability Function and Its Application to Content-Based Image Retrieval By Relevance Feedback |
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2003 |
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Pattern Recognition, 36(9): 2177–2186 (IF: 1.611) |
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Admin @ si @ KiJ2003 |
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427 |
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Author |
Jaume Garcia; David Rotger; Francesc Carreras; R.Leta; Petia Radeva |
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Contrast echography segmentation and tracking by trained deformable models |
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2003 |
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Proc. Computers in Cardiology |
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30 |
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173-176 |
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The objective of this work is to segment the human left ventricle myocardium (LVM) in contrast echocardiography imaging and thus track it along a cardiac cycle in order to extract quantitative data about heart function. Ultrasound images are hard to work with due to their speckle appearance. To overcome this we report the combination of active contour models (ACM) or snakes and active shape models (ASM). The ability of ACM in giving closed and smooth curves in addition to the power of the ASM in producing shapes similar to the ones learned, evoke to a robust algorithm. Meanwhile the snake is attracted towards image main features, ASM acts as a correction factor. The algorithm was tested independently on 180 frames and satisfying results were obtained: in 95% the maximum difference between automatic and experts segmentation was less than 12 pixels. |
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Centre de Visió per Computador – Dept. Informàtica, UAB Edifici O – Campus UAB, 08193 Bellater |
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0276-6547 |
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0-7803-8170-X |
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IAM;MILAB |
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IAM @ iam @ GRC2003 |
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1512 |
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