9. TFCV 1998: Dagstuhl, Germany

Reinhard Klette, H. Siegfried Stiehl, Max A. Viergever, Koen L. Vincken (Eds.): Performance Characterization in Computer Vision [9. Theoretical Foundations of Computer Vision, TFCV, March 1998, Dagstuhl, Germany]. Kluwer 2000, ISBN 0-7923-6374-4 BibTeX

@proceedings{DBLP:conf/tfcv/1998,
  editor    = {Reinhard Klette and
               H. Siegfried Stiehl and
               Max A. Viergever and
               Koen L. Vincken},
  title     = {Performance Characterization in Computer Vision [9. Theoretical
               Foundations of Computer Vision, TFCV, March 1998, Dagstuhl, Germany]},
  publisher = {Kluwer},
  year      = {2000},
  isbn      = {0-7923-6374-4},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

General Issues

Kevin W. Bowyer: Experiences with Empirical Evaluation of Computer Vision Algorithms. 3-16 BibTeX
Patrick Courtney: Evaluation and Validation of Computer Vision Algorithms. 17-28 BibTeX
Adrian F. Clark, Patrick Courtney: Databases for Performance Characterization. 29-40 BibTeX
Radek Marík: Quality in Computer Vision. 41-51 BibTeX

Methodical Aspects

Steven S. Beauchemin, Ruzena Bajcsy: The Role of Theory in the Evaluation of Image Motion Algorithms. 55-67 BibTeX
Luc Florack: Motion Extraction. 69-80 BibTeX
Liu Wenyin, Dov Dori: Principles of Constructing a Performance Evaluation Protocol for Graphics Recognition Algorithms. 81-90 BibTeX
Piero Zamperoni: Dissimilarity Measures Between Gray-Scale Images as a Tool for Performance Assessment. 91-92 BibTeX

Statistical Aspects

Robert M. Haralick: Propagating Covariance in Computer Vision. 95-114 BibTeX
Peter Meer, Bogdan Matei, Kyujin Cho: Input Guided Performance Evaluation. 115-124 BibTeX
Naryha Ohta: Uncertainty Propagation in Shape Reconstruction and Moving Object Detection From Optical Flow. 125-135 BibTeX

Comparative Studies

Bernd Jähne, Horst Haußecker: Performance Characteristics of Low-level Motion Estimators in Spatiotemporal Images. 139-152 BibTeX
Ryszard Kozera, Reinhard Klette: Evaluation of Numerical Solution Schemes for Differential Equations. 153-166 BibTeX
Judit Verestóy, Dmitry Chetverikov: Experimental Comparative Evaluation of Feature Point Tracking Algorithms. 167-178 BibTeX

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 BibTeX
Joachim M. Buhmann, Jan Puzicha: Unsupervised Learning for Robust Texture Segmentation. 195-209 BibTeX
Georgy L. Gimel'farb: Confidence of Ground Control for Validating Stereo Terrain Reconstruction. 211-225 BibTeX
Atsushi Imiya, Kazuhiko Kawamoto: Performance Analysis of Shape Recovery by Random Sampling and Voting. 227-240 BibTeX
Reinhard Klette, Feng Wu, Shao-Zheng Zhou: Multigrid Convergence Based Evaluation of Surface Approximations. 241-253 BibTeX
Maria Petrou, Nikos Georgis, Josef Kittler: Sensitivity Analysis of Projective Geometry 3D Reconstruction. 255-264 BibTeX
Detlef Richter: A Systematic Approach to Error Sources for the Evaluation and Validation of a Binocular Vision System for Robot Control. 265-272 BibTeX

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 BibTeX
Karl Rohr, H. Siegfried Stiehl, Sönke Frantz, Thomas Hartkens: Performance Characterization of Landmark Operators. 285-297 BibTeX
Koen L. Vincken, André S. E. Koster, Cornelis N. de Graaf, Max A. Viergever: Model-based Evaluation of Image Segmentation Methods. 299-311 BibTeX