The European Conference on Computer Vision (ECCV) has established itself as a major event in this exciting and very active field of research and development. These refereed two-volume proceedings include the 123 papers accepted for presentation at the 4th ECCV, held in Cambridge, UK, in April 1996; these papers were selected from a total of 328 submissions and together give a well-balanced reflection of the state of the art in computer vision.
The papers in volume I are grouped in sections on structure from motion; recognition; geometry and stereo; texture and features; tracking; grouping and segmentation; stereo; and recognition, matching, and segmentation.
Author(s): Martin Armstrong, Andrew Zisserman, Richard Hartley (auth.), Bernard Buxton, Roberto Cipolla (eds.)
Series: Lecture Notes in Computer Science 1064
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 1996
Language: English
Pages: 730
Tags: Image Processing and Computer Vision; Computer Graphics; Pattern Recognition; Artificial Intelligence (incl. Robotics); Control Engineering
Self-calibration from image triplets....Pages 1-16
Parallax geometry of pairs of points for 3D scene analysis....Pages 17-30
Euclidean 3D reconstruction from image sequences with variable focal lengths....Pages 31-42
Eigenfaces vs. Fisherfaces: Recognition using class specific linear projection....Pages 43-58
Rapid object indexing and recognition using enhanced geometric hashing....Pages 59-70
Recognition of geons by parametric deformable contour models....Pages 71-82
Automatic extraction of generic house roofs from high resolution aerial imagery....Pages 83-96
Three dimensional object modeling via minimal surfaces....Pages 97-106
Class based reconstruction techniques using singular apparent contours....Pages 107-116
Reliable surface reconstruction from multiple range images....Pages 117-126
Shape from appearance: A statistical approach to surface shape estimation....Pages 127-136
Volumic segmentation using hierarchical representation and triangulated surface....Pages 137-146
Oriented projective geometry for computer vision....Pages 147-156
Fast computation of the fundamental matrix for an active stereo vision system....Pages 157-166
On binocularly viewed occlusion junctions....Pages 167-174
Understanding the shape properties of trihedral polyhedra....Pages 175-185
Nonlinear scale-space from n -dimensional sieves....Pages 187-198
Hierarchical curve reconstruction. Part I: Bifurcation analysis and recovery of smooth curves....Pages 199-208
Texture feature coding method for classification of liver sonography....Pages 209-218
Local appropriate scale in morphological scale-space....Pages 219-228
Scale-space with casual time direction....Pages 229-240
Tracing crease curves by solving a system of differential equations....Pages 241-250
Flows under min/max curvature flow and mean curvature: Applications in image processing....Pages 251-262
Decomposition of the Hough transform: Curve detection with efficient error propagation....Pages 263-272
Image retrieval using scale-space matching....Pages 273-282
Optimal surface smoothing as filter design....Pages 283-292
Segmentation in dynamic image sequences by isolation of coherent wave profiles....Pages 293-303
Texture segmentation using local energy in wavelet scale space....Pages 304-313
Tracking medical 3D data with a deformable parametric model....Pages 315-328
EigenTracking: Robust matching and tracking of articulated objects using a view-based representation....Pages 329-342
Contour tracking by stochastic propagation of conditional density....Pages 343-356
Learning dynamics of complex motions from image sequences....Pages 357-368
Quantitative analysis of grouping processes....Pages 369-384
Geometric saliency of curve correspondences and grouping of symmetric contours....Pages 385-398
Computing contour closure....Pages 399-412
Visual organization of illusory surfaces....Pages 413-424
Uncalibrated relief reconstruction and model alignment from binocular disparities....Pages 425-438
Dense depth map reconstruction: A minimization and regularization approach which preserves discontinuities....Pages 439-451
Stereo without search....Pages 452-465
Informative views and sequential recognition....Pages 467-481
Unsupervised texture segmentation using selectionist relaxation....Pages 482-491
Robust affine structure matching for 3D object recognition....Pages 492-503
Automatic face recognition: What representation?....Pages 504-513
Genetic search for structural matching....Pages 514-525
Automatic selection of reference views for image-based scene representations....Pages 526-535
Object recognition using subspace methods....Pages 536-545
Detecting, localizing and grouping repeated scene elements from an image....Pages 546-555
Image recognition with occlusions....Pages 556-565
Silhouette-based object recognition with occlusion through curvature scale space....Pages 566-578
A focused target segmentation paradigm....Pages 579-588
Generalized image matching: Statistical learning of physically-based deformations....Pages 589-598
Reasoning about occlusions during hypothesis verification....Pages 599-609
Object recognition using multidimensional receptive field histograms....Pages 610-619
Normalization by optimization....Pages 620-629
Extracting curvilinear structures: A differential geometric approach....Pages 630-641
Affine / photometric invariants for planar intensity patterns....Pages 642-651
Image synthesis from a single example image....Pages 652-659
Complexity of indexing: Efficient and learnable large database indexing....Pages 660-670
Spatiotemporal representations for visual navigation....Pages 671-684
Decoupling the 3D motion space by fixation....Pages 685-696
Automatic singularity test for motion analysis by an information criterion....Pages 697-708
Shape ambiguities in structure from motion....Pages 709-721
