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9th TFCV 1998: Dagstuhl, Germany
- Reinhard Klette, H. Siegfried Stiehl, Max A. Viergever, Koen L. Vincken:
Performance Characterization in Computer Vision [9. Theoretical Foundations of Computer Vision, TFCV, March 1998, Dagstuhl, Germany]. Computational Imaging and Vision 17, Kluwer / Springer 2000, ISBN 0-7923-6374-4
General Issues
- Kevin W. Bowyer:
Experiences with Empirical Evaluation of Computer Vision Algorithms. 3-16 - Patrick Courtney:
Evaluation and Validation of Computer Vision Algorithms. 17-28 - Adrian F. Clark, Patrick Courtney:
Databases for Performance Characterization. 29-40 - Radek Marík:
Quality in Computer Vision. 41-51
Methodical Aspects
- Steven S. Beauchemin, Ruzena Bajcsy:
The Role of Theory in the Evaluation of Image Motion Algorithms. 55-67 - Luc Florack:
Motion Extraction. 69-80 - Liu Wenyin, Dov Dori:
Principles of Constructing a Performance Evaluation Protocol for Graphics Recognition Algorithms. 81-90 - Piero Zamperoni:
Dissimilarity Measures Between Gray-Scale Images as a Tool for Performance Assessment. 91-92
Statistical Aspects
- Robert M. Haralick:
Propagating Covariance in Computer Vision. 95-114 - Peter Meer, Bogdan Matei, Kyujin Cho:
Input Guided Performance Evaluation. 115-124 - Naryha Ohta:
Uncertainty Propagation in Shape Reconstruction and Moving Object Detection From Optical Flow. 125-135
Comparative Studies
- Bernd Jähne, Horst Haußecker:
Performance Characteristics of Low-level Motion Estimators in Spatiotemporal Images. 139-152 - Ryszard Kozera, Reinhard Klette:
Evaluation of Numerical Solution Schemes for Differential Equations. 153-166 - Judit Verestóy, Dmitry Chetverikov:
Experimental Comparative Evaluation of Feature Point Tracking Algorithms. 167-178
Selected Methods and Algorithms
- John L. Barron, Albert Liptay:
Evaluation of an Optical Flow Method for Measuring 2D and 3D Corn Seedling Growth. 181-194 - Joachim M. Buhmann, Jan Puzicha:
Unsupervised Learning for Robust Texture Segmentation. 195-209 - Georgy L. Gimel'farb:
Confidence of Ground Control for Validating Stereo Terrain Reconstruction. 211-225 - Atsushi Imiya, Kazuhiko Kawamoto:
Performance Analysis of Shape Recovery by Random Sampling and Voting. 227-240 - Reinhard Klette, Feng Wu, Shao-Zheng Zhou:
Multigrid Convergence Based Evaluation of Surface Approximations. 241-253 - Maria Petrou, Nikos Georgis, Josef Kittler:
Sensitivity Analysis of Projective Geometry 3D Reconstruction. 255-264 - Detlef Richter:
A Systematic Approach to Error Sources for the Evaluation and Validation of a Binocular Vision System for Robot Control. 265-272
Domain-specific Evaluation: Medical Imaging
- Wiro J. Niessen, Carolien J. Bouma, Koen L. Vincken, Max A. Viergever:
Error Metrics for Quantitative Evaluation of Medical Image Segmentation. 275-284 - Karl Rohr, H. Siegfried Stiehl, Sönke Frantz, Thomas Hartkens:
Performance Characterization of Landmark Operators. 285-297 - Koen L. Vincken, André S. E. Koster, Cornelis N. de Graaf, Max A. Viergever:
Model-based Evaluation of Image Segmentation Methods. 299-311
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