A. Heyden, G. Sparr, M. Nielsen, P. Johansen (Eds.):

Computer Vision - ECCV 2002

7th European Conference on Computer Vision, Copenhagen, Denmark, May 28-31, 2002.

Proceedings 1 – 4

M2Tracker: A Multi-view Approach to Segmenting and Tracking People in a Cluttered Scene Using Region-Based Stereo
A. Mittal and L.S. Davis
Abstract | Full article in PDF (1194 KB)

Coarse Registration of Surface Patches with Local Symmetries
J. Vanden Wyngaerd and L. Van Gool
Abstract | Full article in PDF (567 KB)

Multiview Registration of 3D Scenes by Minimizing Error between Coordinate Frames
G.C. Sharp, S.W. Lee, and D.K. Wehe
Abstract | Full article in PDF (808 KB)

Multi-scale EM-ICP: A Fast and Robust Approach for Surface Registration
S. Granger and X. Pennec
Abstract | Full article in PDF (267 KB)

An Affine Invariant Interest Point Detector
K. Mikolajczyk and C. Schmid
Abstract | Full article in PDF (1454 KB)

A Fast Radial Symmetry Transform for Detecting Points of Interest
G. Loy and A. Zelinsky
Abstract | Full article in PDF (480 KB)

A Hierarchical Framework for Spectral Correspondence
M. Carcassoni and E.R. Hancock
Abstract | Full article in PDF (374 KB)

SoftPOSIT: Simultaneous Pose and Correspondence Determination
Philip David, Daniel DeMenthon, Ramani Duraiswami, and Hanan Samet
Abstract | Full article in PDF (232 KB)

Image Processing Done Right
J.J. Koenderink and A.J. van Doorn
Abstract | Full article in PDF (331 KB)

Resolution Selection Using Generalized Entropies of Multiresolution Histograms
E. Hadjidemetriou, M.D. Grossberg, and S.K. Nayar
Abstract | Full article in PDF (374 KB)

Very Fast Template Matching
H. Schweitzer, J.W. Bell, and F. Wu
Abstract | Full article in PDF (660 KB)

Principal Component Analysis over Continuous Subspaces and Intersection of Half-Spaces
Anat Levin and Amnon Shashua
Abstract | Full article in PDF (323 KB)

Robust Parameterized Component Analysis
F. De la Torre and M.J. Black
Abstract | Full article in PDF (1620 KB)

A Robust PCA Algorithm for Building Representations from Panoramic Images
D. Skoaj, H. Bischof, and A. Leonardis
Abstract | Full article in PDF (816 KB)

Adjustment Learning and Relevant Component Analysis
N. Shental, T. Hertz, D. Weinshall, and M. Pavel
Abstract | Full article in PDF (309 KB)

Multimodal Data Representations with Parameterized Local Structures
Y. Zhu, D. Comaniciu, S. Schwartz, and V. Ramesh
Abstract | Full article in PDF (328 KB)

A Variational Approach to Recovering a Manifold from Sample Points
J. Gomes and A. Mojsilovic
Abstract | Full article in PDF (497 KB)

Robust Computer Vision through Kernel Density Estimation
H. Chen and P. Meer
Abstract | Full article in PDF (486 KB)

What Is the Role of Independence for Visual Recognition?
N. Vasconcelos and G. Carneiro
Abstract | Full article in PDF (390 KB)

Learning Montages of Transformed Latent Images as Representations of Objects That Change in Appearance
C. Pal, B.J. Frey, and N. Jojic
Abstract | Full article in PDF (554 KB)

A Probabilistic Multi-scale Model for Contour Completion Based on Image Statistics
X. Ren and J. Malik
Abstract | Full article in PDF (489 KB)

All the Images of an Outdoor Scene
Srinivasa G. Narasimhan, Chi Wang, and Shree K. Nayar
Abstract | Full article in PDF (1444 KB)

On the Motion and Appearance of Specularities in Image Sequences
R. Swaminathan, S.B. Kang, R. Szeliski, A. Criminisi, and S.K. Nayar
Abstract | Full article in PDF (868 KB)

Toward a Full Probability Model of Edges in Natural Images
K.S. Pedersen and A.B. Lee
Abstract | Full article in PDF (424 KB)

Representing Edge Models via Local Principal Component Analysis
P.S. Huggins and S.W. Zucker
Abstract | Full article in PDF (305 KB)

Texture Similarity Measure Using Kullback-Leibler Divergence between Gamma Distributions
John Reidar Mathiassen, Amund Skavhaug, and Ketil Bø
Abstract | Full article in PDF (518 KB)

Nonlinear Shape Statistics in Mumford-Shah Based Segmentation
D. Cremers, T. Kohlberger, and C. Schnörr
Abstract | Full article in PDF (637 KB)

Class-Specific, Top-Down Segmentation
E. Borenstein and S. Ullman
Abstract | Full article in PDF (1247 KB)

Yet Another Survey on Image Segmentation: Region and Boundary Information Integration
J. Freixenet, X. Muñoz, D. Raba, J. Martí, and X. Cufí
Abstract | Full article in PDF (741 KB)

Multivariate Saddle Point Detection for Statistical Clustering
Dorin Comaniciu, Visvanathan Ramesh, and Alessio Del Bue
Abstract | Full article in PDF (916 KB)

Parametric Distributional Clustering for Image Segmentation
Lothar Hermes, Thomas Zöller, and Joachim M. Buhmann
Abstract | Full article in PDF (1279 KB)

Pairwise Clustering with Matrix Factorisation and the EM Algorithm
A. Robles-Kelly and E.R. Hancock
Abstract | Full article in PDF (565 KB)

Interpolating Sporadic Data
L. Noakes and R. Kozera
Abstract | Full article in PDF (498 KB)

Using Dirichlet Free Form Deformation to Fit Deformable Models to Noisy 3-D Data
I. Slobodan and P. Fua
Abstract | Full article in PDF (523 KB)

Deformable Model with Non-euclidean Metrics
Benjamin Taton and Jacques-Olivier Lachaud
Abstract | Full article in PDF (236 KB)

Finding Deformable Shapes Using Loopy Belief Propagation
James M. Coughlan and Sabino J. Ferreira
Abstract | Full article in PDF (525 KB)

What Energy Functions Can Be Minimized via Graph Cuts?
Vladimir Kolmogorov and Ramin Zabih
Abstract | Full article in PDF (199 KB)

Face Recognition from Long-Term Observations
Gregory Shakhnarovich, John W. Fisher, and Trevor Darrell
Abstract | Full article in PDF (421 KB)

Statistical Learning of Multi-view Face Detection
S.Z. Li, L. Zhu, Z. Zhang, A. Blake, H. Zhang, and H. Shum
Abstract | Full article in PDF (1148 KB)

Multilinear Analysis of Image Ensembles: TensorFaces
M.A.O. Vasilescu and D. Terzopoulos
Abstract | Full article in PDF (822 KB)

Learning a Sparse Representation for Object Detection
S. Agarwal and D. Roth
Abstract | Full article in PDF (852 KB)

A Tale of Two Classifiers: SNoW vs. SVM in Visual Recognition
M.-H. Yang, D. Roth, and N. Ahuja
Abstract | Full article in PDF (226 KB)

Automatic Model Selection by Modelling the Distribution of Residuals
T.F. Cootes, N. Thacker, and C.J. Taylor
Abstract | Full article in PDF (210 KB)

Removing Shadows from Images
G.D. Finlayson, S.D. Hordley, and M.S. Drew
Abstract | Full article in PDF (664 KB)