
This Article  
 
Share  
Bibliographic References  
Add to:  
Digg Furl Spurl Blink Simpy Del.icio.us Y!MyWeb  
Search  
 
ASCII Text  x  
Xufei Liu, Tapas Kanungo, Robert M. Haralick, "On the Use of Error Propagation for Statistical Validation of Computer Vision Software," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 27, no. 10, pp. 16031614, October, 2005.  
BibTex  x  
@article{ 10.1109/TPAMI.2005.203, author = {Xufei Liu and Tapas Kanungo and Robert M. Haralick}, title = {On the Use of Error Propagation for Statistical Validation of Computer Vision Software}, journal ={IEEE Transactions on Pattern Analysis and Machine Intelligence}, volume = {27}, number = {10}, issn = {01628828}, year = {2005}, pages = {16031614}, doi = {http://doi.ieeecomputersociety.org/10.1109/TPAMI.2005.203}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }  
RefWorks Procite/RefMan/Endnote  x  
TY  JOUR JO  IEEE Transactions on Pattern Analysis and Machine Intelligence TI  On the Use of Error Propagation for Statistical Validation of Computer Vision Software IS  10 SN  01628828 SP1603 EP1614 EPD  16031614 A1  Xufei Liu, A1  Tapas Kanungo, A1  Robert M. Haralick, PY  2005 KW  Index Terms Statistical analysis KW  multivariate hypothesis testing KW  3D parameter estimation KW  error propagation KW  software validation KW  software engineering. VL  27 JA  IEEE Transactions on Pattern Analysis and Machine Intelligence ER   
[1] M. Altman and M. McDonald, “Choosing Reliable Statistical Software,” PS: Political Science and Politics, vol. 24, pp. 681688, 2002, http://www.hmdc.harvard.edu/micah_altman/ numaltpm3.pdf.
[2] T.W. Anderson, Introduction to Multivariate Statistical Analysis. New York: John Wiley & Sons, 1984.
[3] S.F. Arnold, Mathematical Statistics. PrenticeHall, 1990.
[4] D.P. Bertsekas, Constrained Optimization and Lagrange Multiplier Methods. New York: Academic Press, 1982.
[5] P.A. Bromiley, M. Pokrik, and N.A. Thacker, “Computing Covariances for Mutual Information CoRegistration,” Proc. Medical Image Analysis Conf., 2004.
[6] G. Casella and R.L. Berger, Statistical Inference. Wadsworth, 1990.
[7] A. Chen, R. Drachenberg, and J. Symanzik, “Assessing the Reliability of WebBased Statistical Software,” Computational Statistics, vol. 18, pp. 107122, 2003, http://www.math.usu. edu/~symanzik/papers 2003_computstat.pdf.
[8] K. Cho, P. Meer, and J. Cabrera, “Performance Assessment through Bootstrap,” IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 19, pp. 11851198, 1997.
[9] A.R. Chowdhury and R. Chellappa, “Statistical Error Propagation in 3D Modeling from Monocular Video,” Proc. IEEE Workshop Statistical Analysis in Computer Vision, 2003, http://www.cse. lehigh. edu/~rjm2/SACV/papers chowdhurychellappa.pdf.
[10] P. Courtney and N.A. Thacker, “Performance Characterisation in Computer Vision: Statistics in Testing and Design,” Imaging and Vision Systems: Theory, Assessment and Applications, pp. 109128, 2001, http://peipa.essex.ac.uk/benchmark/tutorials/ epsrcss2002/handoutepsrcs%s2002handout.pdf .
[11] S. Crossley, N.A. Thacker, and N.L. Seed, “Benchmarking Physical Scene Modelling,” Proc. British Machine Vision Conf. (BMVC), pp. 346355, 1998.
[12] B. Efron and R. Tibshirani, An Introduction to the Bootstrap. Chapman and Hall, 1993.
[13] O. Faugeras, ThreeDimensional Computer Vision: A Geometric Viewpoint. Cambridge, Mass.: MIT Press, 1993.
[14] R. Fletcher, Practical Methods of Optimization. New York: John Wiley & Sons, 1987.
[15] J. Ghezzi, M. Jazayeri, and D. Mandrioli, Fundamentals of Software Engineering. Pearson Education, 2002.
[16] P.E. Gill, W. Murray, and M.H. Wright, Practical Optimization. New York: Academic Press, 1981.
[17] R.M. Haralick, “Propagating Covariance in Computer Vision,” Proc. IAPR Int'l Conf. Pattern Recognition, pp. 493498, Oct. 1994.
[18] D.A. Hudson, “Inverse Perspective Projection Algorithm: Error Estimation,” master's thesis, Univ. of Washington, Seattle, 1990.
[19] K. Kanatani, Statistical Optimization for Geometric Computation: Theory and Practice. Elsivier Science, 1996.
[20] T. Kanungo and R.M. Haralick, “Multivariate Hypothesis Testing for Gaussian Data: Theory and Software,” Technical Report ISL: ISLTR9505, Univ. of Washington, Seattle, Oct. 1995. Software available from: http://lib.stat.cmu.edu/generalmvntest.gz .
[21] T. Kanungo, M.Y. Jaisimha, J. Palmer, and R.M. Haralick, “A Methodology for Quantitative Performance Evaluation of Detection Algorithms,” IEEE Trans. Image Processing, pp. 16671674, 1995.
[22] K. Koch, Parameter Estimation and Hypothesis Testing in Linear Models. New York: SpringerVerlag, 1987.
[23] X. Liu, “Modeling and Performance Characterization of 3D Parameter Estimation Using Perspective Geometry,” PhD thesis, Univ. of Washington, Seattle, 1995.
[24] X. Liu, R.M. Haralick, and A. Bedekar, “Optimization Methods for Estimating 3D Object Parameters,” Proc. 1994 DARPA Image Understanding Workshop, pp. 10171025, 1994.
[25] X. Liu, R.M. Haralick, and K. Thornton, “Site Model Construction Using Geometric Constrained Optimization,” Proc. 1996 DARPA Image Understanding Workshop, 1996.
[26] X. Liu, T. Kanungo, and R.M. Haralick, “Statistical Validation of Computer Vision Software,” Proc. 1996 DARPA Image Understanding Workshop, pp. 15331540, 1996.
[27] B.D. McCullough, “Assessing the Reliability of Statistical Software: Part I,” The Am. Statistician, pp. 358366, 1998, http://www.amstat.org/publications/tasmccull1.pdf .
[28] B.D. McCullough, “Assesing the Reliability of Statistical Software: Part II,” The Am. Statistician, pp. 149159, 1999, http://www. amstat.org/publications/tasmccull.pdf .
[29] W.H. Press, B.P. Flannery, S.A. Teukolsky, and W.T. Vetterling, Numerical Recipes in C. New York: Cambridge Univ. Press, 1990.
[30] L. Wilkinson, “Practical Guidelines for Testing Statistical Software,” Computational Statistics: Papers Collected on the Occasion of the 25th Conf. Statistical Computing at Schloss Reinsensburg, PhysicaVerlag, 1994, http://www.spss.com/research/wilkinson/Publications Accuracy.pdf.