Pattern Recognition Review Papers

Statistical Pattern Recognition, Neural Networks and Learning

A.K. Jain, J. Mao, K.M. Mohiuddin, "Artificial Neural Networks: a Tutorial," Computer, vol. 29, no. 3, 1996, 31-44.

J. Wood, "Invariant pattern recognition: A review," Pattern Recognition, vol. 29, no. 1, 1996, 1-17.

P.F. Baldi and K. Hornik, "Learning in linear neural networks: A survey," IEEE Transactions on Neural Networks, vol. 6, no. 4, 1995, 837-858.

Yu.G. Smetanin, "Neural Networks as Systems for Pattern Recognition: a Review," Pattern Recognition and Image Analysis, vol. 5, no. 2, 1995, 254-293.

A.C. Tsoi and A.D. Back, "Locally recurrent globally feedforward networks - A critical review of architectures," IEEE Transactions on Neural Networks, vol. 5, no. 2, pp. 229-239, 1994.

R. Reed, "Pruning algorithms - A survey," IEEE Transactions on Neural Networks, vol. 4, no. 5, pp. 740-747, 1993.

S.J. Raudys and A.K. Jain, "Small sample size effects in statistical pattern recognition: recommendations for practitioners," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 13, no. 3, pp. 252-264, 1991.

S.B. Gelfand and E.J. Delp, "On Tree Structured Classifiers," in: Artificial neural networks and statistical pattern recognition, ed. I.K. Sethi and A.K. Jain, pp. 51 - 70, North-Holland, Amsterdam, 1991.

S.B. Gelfand, C.S. Ravishankar, and E.J. Delp, "An iterative growing and pruning algorithm for classification tree design," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 13, no. 2, pp. 163- 174, 1991.

A.K. Jain and B. Chandrasekaran, "Dimensionality and Sample Size Considerations in Pattern Recognition Practice," in: Handbook of Statistics, vol. 2, ed. P.R. Krishnaiah and L.N. Kanal, pp. 835 - 855, North-Holland, Amsterdam, 1987.

J.R. Quinlan, "Simplifying decision trees," Int. J. Man - Machine Studies, vol. 27, pp. 221-234, 1987.

K.S. Fu, "Learning control systems: review and outlook," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 8, no. 3, pp. 327-343, 1986.

K.S. Fu and T.L. Booth, "Grammatical inference: Introduction and survey: Part I," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 8, no. 3, pp. 343-360, 1986.

K.S. Fu and T.L. Booth, "Grammatical inference: Introduction and survey: Part II," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 8, no. 3, pp. 360-376, 1986.

B.M.E. Moret, " Decision trees and diagrams," Computing Surveys, vol. 14, no. 4, pp. 593--623, 1982.

Image Processing

T. Lindeberg, "Scale-space theory: A framework for handling image structures at multiple scales," in: Proc. CERN School of Computing, Egmond aan Zee, The Netherlands, Sep. 8--21, 1996.

P.C. Cosman, R.M. Gray, and M. Vetterli, "Vector quantization of image subbands: A survey," IEEE Transactions on Image Processing, vol. 5, no. 2, 1996, 202-225.

C.F. Barnes, S.A. Rizvi, and N.M. Nasrabadi, "Advances in residual vector quantization: A review," IEEE Transactions on Image Processing, vol. 5, no. 2, 1996, 226-262.

T. Lindeberg Scale-space theory: A basic tool for analysing structures at different scales", J. of Applied Statistics, 21(2), pp. 224--270, 1994.

T.R. Reed and J.M.H. Dubuf, "A review of recent texture segmentation and feature extraction techniques," CVGIP - Image Understanding, vol. 57, no. 3, pp. 359-372, 1993.

N.R. Pal and S.K. Pal, "A review on image segmentation techniques," Pattern Recognition, vol. 26, no. 9, pp. 1277-1294, 1993.

L. Lam, S.-W. Lee, and C.Y. Suen, "Thinning methodologies: A comprehensive survey," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 14, no. 9, pp. 869-885, 1992.

S. Marshall, "Review of shape coding techniques", Image and Vision Computing, vol. 7, 1989, 281-294.

T.Y. Kong and A. Rosenfeld, "Digital topology: introduction and survey," Computer Vision, Graphics, and Image Processing, vol. 48, no. 3, pp. 357-393, 1989.

J. Kittler and J. Illingworth, "Relaxation labelling algorithms-a review", Image and Vision Computing, vol. 3, 1985, 206-216.

3D Vision

C. Cedras and M. Shah, "Motion based recognition: A survey", Image and Vision Computing, vol. 13, no. 2, 1995, 129-155.

S. Sarkar and K.L. Boyer, "Perceptual organization in computer vision - a review and a proposal for a classifactory structure", IEEE Transactions on Systems Man and Cybernetics, vol. 23, no. 2, 1993, 382-399.

I.J. Cox, "A review of statistical data association techniques for motion correspondence", International Journal of Computer Vision, vol. 10, 1993, 53-66.

R.J. Prokop and A.P. Reeves, "A Survey of Moment-Based Techniques for Unoccluded Object Representation and Recognition," CVGIP - Graphical Models and Image Processing, vol. 54, no. 5, pp. 438 - 460, 1992.

B. Sabata and J.K. Aggarwal, "Estimation of Motion from a Pair of Range Images: A Review," CVGIP - Image Understanding, vol. 54, no. 3, pp. 309 - 324, 1991.

P. Meer, D. Mintz, A. Rosenfeld, and D.Y. Kim, "Robust regression methods for computer vision: A review", International Journal of Computer Vision, vol. 6, 1991, 59-70.

R.M. Haralick and L.G. Shapiro, "Glossary of computer vision terms," Pattern Recognition, vol. 24, no. 1, pp. 69-93, 1991.

K.W. Bowyer and C.R. Dyer, "Aspect graphs: an introduction and survey of recent results", International Journal of Imaging Systems and Technologies, vol. 2, pp. 315-328, 1990.

U.R. Dhond and J.K. Aggarwal, "Structure from stereo-a review", IEEE Transactions on Systems, Man, and Cybernetics, vol. 19, 1989, 1489-1510.

M.J. Magee and J.K. Aggarwal, "Using multisensory images to derive the structure of three-dimensional objects -- a review", Computer Vision, Graphics, and Image Processing, vol. 32, 1985, 145-157.

Optical Character Recognition and Text Processing

D. Trier, A. K. Jain, and T. Taxt, "Feature extraction methods for character recognition - a survey," Pattern Recognition, vol. 29, no. 4, pp. 641-662, Apr. 1996.

B. Albadr and S.A. Mahmoud, "Survey and bibliography of Arabic optical text recognition," Signal Processing, vol. 41, no. 1, 1995, 49-77.

T.H. Hildebrandt and W. Liu, "Optical recognition of handwritten Chinese characters: advances since 1980," Pattern Recognition, vol. 26, no. 2, pp. 205-225, 1993.

S. Mori, C.Y. Suen, and K. Yamamoto, "Historical review of OCR research and development", Proceedings of the IEEE, vol. 80, 1992, 1029-1058.

D.G. Elliman and I.T. Lancaster, "A review of segmentation and contextual analysis techniques for text recognition," Pattern Recognition, vol. 23, no. 3/4, pp. 337-346, 1990.

V.K. Govindan and A.P. Shivaprasad, "Character recognition -- A review," Pattern Recognition, vol. 23, no. 7, pp. 671-683, 1990.

F. Nouboud and R. Plamondon, "On-line recognition of handprinted characters: survey and beta tests," Pattern Recognition, vol. 23, no. 9, pp. 1031-1044, 1990.

R.H. Davis and J. Lyall, "Recognition of handwritten characters-a review", Image and Vision Computing, vol. 4, 1986, 208-218.

Other Application Areas

T.S. Newman and A.K. Jain, "A survey of automated visual inspection", Computer Vision and Image Understanding, vol. 61, no. 2, 1995, 231-262.

D. Valentin, H. Abdi, A.J. Otoole, and G.W. Cottrell, "Connectionist Models of Face Processing - A Survey," Pattern Recognition, vol. 27, no. 9, pp. 1209-1230, 1994.

G. Liu, "Applied stereology in materials science and engineering - Invited review," Journal of Microscopy - Oxford, vol. 171, no. 1, pp. 57-68, 1993.

A. Samal and P.A. Iyengar, "Automatic recognition and analysis of human faces and facial expressions: a survey," Pattern Recognition, vol. 25, no. 1, pp. 65-77, 1992.

M.W. Roth, "Survey of Neural Network Technology for Automatic Target Recognition," IEEE Transactions on Neural Networks, vol. 1, no. 1, pp. 28-43, 1990.

Richard P. Lippmann, "Review of neural networks for speech recognition," Neural Computation, vol. 1, no. 1, pp. 1-38, 1989.