Aleš Leonardis, Horst Bischof (auth.), Gerald Sommer, Kostas Daniilidis, Josef Pauli (eds.)9783540634607, 3540634606
The volume presents 92 revised papers selected during a double-blind reviewing process from a total of 150 high-quality submissions. The papers are organized in topical sections on pattern analysis, object recognition and tracking, invariants, applications, shape, texture analysis, motion calibration, low-level processing, structure from motion, stereo and correspondence, segmentation and grouping, mathematical morphology, pose estimation, and face analysis.
Table of contents :
Computational complexity reduction in eigenspace approaches….Pages 1-8
An algorithm for intrinsic dimensionality estimation….Pages 9-16
Fully unsupervised clustering using centre-surround receptive fields with applications to colour-segmentation….Pages 17-24
Multi-sensor fusion with Bayesian inference….Pages 25-32
MORAL — A vision-based object recognition system for autonomous mobile systems….Pages 33-41
Real-time pedestrian tracking in natural scenes….Pages 42-49
Non-rigid object recognition using principal component analysis and geometric hashing….Pages 50-57
Object identification with surface signatures….Pages 58-65
Computing projective and permutation invariants of points and lines….Pages 66-73
Point projective and permutation invariants….Pages 74-81
Computing 3D projective invariants from points and lines….Pages 82-89
2 D → 2 D geometric transformation invariant to arbitrary translations, rotations and scales….Pages 90-97
Extraction of filled-in data from colour forms….Pages 98-105
Improvement of vessel segmentation by elastically compensated patient motion in digital subtraction angiography images….Pages 106-113
Three-dimensional quasi-binary image restoration for confocal microscopy and its application to dendritic trees….Pages 114-121
Mosaicing of flattened images from straight homogeneous generalized cylinders….Pages 122-129
Well-posedness of linear shape-from-shading problem….Pages 130-137
Comparing convex shapes using Minkowski addition….Pages 138-145
Deformation of discrete object surfaces….Pages 146-153
Non-Archimedean normalized fields in texture analysis tasks….Pages 154-161
The Radon transform-based analysis of bidirectional structural textures….Pages 162-166
Textures and structural defects….Pages 167-174
Self-calibration from the absolute conic on the plane at infinity….Pages 175-182
A badly calibrated camera in ego-motion estimation — propagation of uncertainty….Pages 183-190
6DOF calibration of a camera with respect to the wrist of a 5-axis machine tool….Pages 191-198
Automated camera calibration and 3D egomotion estimation for augmented reality applications….Pages 199-206
Optimally rotation-equivariant directional derivative kernels….Pages 207-214
A hierarchical filter scheme for efficient corner detection….Pages 215-222
Defect detection on leather by oriented singularities….Pages 223-230
Uniqueness of 3D affine reconstruction of lines with affine cameras….Pages 231-238
Distortions of stereoscopic visual space and quadratic Cremona transformations….Pages 239-246
Self-evaluation for active vision by the geometric information criterion….Pages 247-254
Discrete-time rigidity-constrained optical flow….Pages 255-262
An iterative spectral-spatial Bayesian labeling approach for unsupervised robust change detection on remotely sensed multispectral imagery….Pages 263-270
Contrast enhancement of badly illuminated images based on Gibbs distribution and random walk model….Pages 271-278
Adaptive non-linear predictor for lossless image compression….Pages 279-288
Beyond standard regularization theory….Pages 289-296
Fast stereovision by coherence detection….Pages 297-304
Stereo matching using M-estimators….Pages 305-312
Robust location based partial correlation….Pages 313-320
Optimization of stereo disparity estimation using the instantaneous frequency….Pages 321-328
Segmentation from motion: Combining Gabor- and Mallat-wavelets to overcome aperture and correspondence problem….Pages 329-336
Contour segmentation with recurrent neural networks of pulse-coding neurons….Pages 337-344
Multigrid MRF based picture segmentation with cellular neural networks….Pages 345-352
Computing stochastic completion fields in linear-time using a resolution pyramid….Pages 353-360
A Bayesian network for 3d object recognition in range data….Pages 361-368
Improving the shape recognition performance of a model with Gabor filter representation….Pages 369-375
Bayesian decision versus voting for image retrieval….Pages 376-383
A structured neural network invariant to cyclic shifts and rotations….Pages 384-391
Morphological grain operators for binary images….Pages 392-399
A parallel 12-subiteration 3D thinning algorithm to extract medial lines….Pages 400-407
Architectural image segmentation using digital watersheds….Pages 408-415
Morphological iterative closest point algorithm….Pages 416-423
Planning multiple views for 3-D object recognition and pose determination….Pages 424-431
Fast and reliable object pose estimation from line correspondences….Pages 432-439
Statistical 3-D object localization without segmentation using wavelet analysis….Pages 440-447
A real-time monocular vision-based 3D mouse system….Pages 448-455
Face recognition by elastic bunch graph matching….Pages 456-463
A conditional mixture of neural networks for face detection, applied to locating and tracking an individual speaker….Pages 464-471
Lipreading using Fourier transform over time….Pages 472-479
Phantom faces for face analysis….Pages 480-487
A new hardware structure for implementation of soft morphological filters….Pages 488-494
A method for anisotropy analysis of 3D images….Pages 495-502
Fast line and rectangle detection by clustering and grouping….Pages 503-510
1st and 2nd order recursive operators for adaptive edge detection….Pages 511-518
Smoothing noisy images without destroying predefined feature carriers….Pages 519-526
Local subspace method for pattern recognition….Pages 527-534
Testing the effectiveness of Non-Linear Rectification on gabor energy….Pages 535-542
Neural-like thinning processing….Pages 543-550
Detection of the objects with given shape on the grey-valued pictures….Pages 551-558
Automatic parameter selection for object recognition using a parallel multiobjective genetic algorithm….Pages 559-566
Unsupervised texture segmentation using Hermite transform filters….Pages 567-574
Decomposition of the Hadamard matrices and fast Hadamard transform….Pages 575-581
A characterization of digital disks by discrete moments….Pages 582-589
“One-step” short-length DCT algorithms with data representation in the direct sum of the associative algebras….Pages 590-596
Character extraction from scene image using fuzzy entropy and rule-based technique….Pages 597-604
Facial image recognition using neural networks and genetic algorithms….Pages 605-612
An energy minimisation approach to the registration, matching and recognition of images….Pages 613-620
“Error-free” calculation of the convolution using generalized Mersenne and Fermat transforms over algebraic fields….Pages 621-628
A new method of texture binarization….Pages 629-636
Parameter optimisation of an image processing system using evolutionary algorithms….Pages 637-644
Analysis of learning using segmentation models….Pages 645-652
Stereo processing of image data from the Air-Borne CCD-scanner WAAC….Pages 653-660
An adaptive method of color road segmentation….Pages 661-668
Optical flow detection using a general noise model for gradient constraint….Pages 669-676
Algorithmic solution and simulation results for vision-based autonomous mode of a planetary rover….Pages 677-685
A framework for feature-based motion recovery in ground plane vehicle navigation….Pages 686-693
Terrain reconstruction from multiple views….Pages 694-701
Detecting motion independent of the camera movement through a log-polar differential approach….Pages 702-709
Coordinate-free camera calibration….Pages 710-717
A passive real-time gaze estimation system for human-machine interfaces….Pages 718-725
An active vision system for obtaining high resolution depth information….Pages 726-733
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