People > Faculty

Linda Shapiro

Linda Shapiro
Signal and Image Processing
634 PAC
Box 352500
University of Washington
Seattle, WA 98195

Phone: (206) 543-2196

Computer Science Engineering Home Page

University of Iowa, Computer Science, 1974 Ph.D.
University of Iowa, Computer Science, 1972 M.S.
University of Illinois, Math and Computer Science, 1970 B.S.

[Biosketch] [Honors] [Research Interests] [Selected Publications] [Recent Conference Papers] [Books] [Recent Grad Students] [Editorships]


Linda Shapiro, Professor, Professor of Electrical Engineering, earned a bachelor's degree in mathematics from the University of Illinois in 1970 and master's and Ph.D degrees in computer science from the University of Iowa in 1972 and 1974, respectively. She was a faculty member in Computer Science at Kansas State University from 1974 to 1978 and at Virginia Polytechnic Institute and State University from 1979 to 1984. She then spent two years as Director of Intelligent Systems at Machine Vision International in Ann Arbor, Michigan. She joined the University of Washington Electrical Engineering Department in 1986 and the Computer Science and Engineering Department in 1990. She was elected a Fellow of the IEEE in 1995 and a Fellow of the IAPR in 2000.

Professor Shapiro is past editor-in-chief of the journal CVGIP: Image Understanding and is a member of the editorial boards of IEEE Transactions on Pattern Analysis and Machine Intelligence and of Pattern Recognition. She has been program chair and general chair of several computer vision workshops including the IEEE Workshop on Directions in Automated CAD-Based Vision. She was conference chair of the 1986 IEEE Conference on Computer Vision and Pattern Recognition, co-program chairman of the 1994 conference, and a track chair of the International Conference on Pattern Recognition in 2002. She is the co-author of several computer vision textbooks.

When not working on academic ventures, Professor Shapiro likes to relax with noncompetitive activities such as gardening, guitar playing, aerobic exercise, skiing, hiking, and camping with son Michael.


Pattern Recognition Society Best Paper, 1984
Pattern Recognition Society Honorable Mention, 1985
Pattern Recognition Society Honorable Mention, 1987
Pattern Recognition Society Best Paper, 1989
Pattern Recognition Society Best Paper, 1995
Fellow of the IEEE, 1996
Fellow of the IAPR, 2000

Research Interests

Computer vision with related interests in artificial intelligence (search, reasoning, task planning), database (multimedia retrieval systems), languages, and applications to robotics and medicine. She is particularly interested in knowledge-based 3D object recognition and has contributed to both the theory of object matching and to the development of experimental machine vision systems.

Research Projects

Model-based computer vision, efficient image retrieval with multiple distance measures, structural modeling in anatomy, 3D object reconstruction, 3D recognition from meshes, learning patterns for computer-aided diagnosis. For detailed information visit Dr. Shapiro's CSE page.

Refereed Journals

Ruiz-Correa, S., L.G. Shapiro, M. Meila, G. Berson, L. Cunningham, and R.W. Sze, "Symbolic Signatures for Deformable Shapes," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 28, No. 1, 2006, pp. 75-90.

Shapiro, L.G., E. Chung, L. Detwiler, J. Mejino, Jr., A. Agoncillo, F. Brinkley, and C. Rosse, "Processes and Problems in the Formative Evaluation of an Interface to the Foundational Model of Anatomy Knowledge Base," Journal of the American Medical Informatics Association, Vol. 12, 2005, pp. 35-4 6.

Ye, M. , R.M. Haralick, and L.G. Shapiro, "Estimating Piecewise-Smooth Optical Flow with Global Matching and aduated Optimization," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 25, No. 12, 2003, pp. 1625-1630.

Chou, Y. and L.G. Shapiro, "A Hierarchical Multiple-Classifier arning Algorithm," Pattern Analysis and Applications, Vol . 6, 2003, pp. 150-168 .

Hinshaw, K.P., A.V. Poliakov, E.B. Moore, R.F. Martin., L.G. Shapiro, and J.F. Brinkley, "Shape-Based Cortical Surface Segmentation for Visualization Brain Mapping," Neuroimage, Vol. 16, 2002, pp. 295-316.

Costa, M.S. and L.G. Shapiro, "3D Object Recognition and Pose with Relational Indexing," Computer Vision and Image Understanding, Vol. 79, No. 3, 2000, pp. 364-407.

Ji, Q., M.S. Costa, R.M. Haralick, and L G. Shapiro, "A Robust Linear Least-Squares Estimation of Camera Exterior Orientation using Multiple Geometric Features," Isprs Journal of Photogrammetry and Remote Sensing, Vol. 52, No. 2, 2000, pp. 75-93.

Pulli, K. and L.G. Shapiro, "Surface Reconstruction and Display from Range and Color Data," Graphical Models, Vol 62, 2000, pp. 165-201.

Berman, A. and L G. Shapiro, "A Flexible Image Database System for Content-Based Retrieval," Computer Vision and Image Understanding, Vol. 75, Nos. 1-2, 1999, pp. 175-195.

Recent Conference Papers

Lin, H.J., S. Ruiz-Correa, L.G. Shapiro, D. Gatica-Perez, A.V. Hings, I. Cunningham, M L. Speltz and R.W. Sze, "Symbolic Shape Descriptors for Classifying Craniosynostosis Deformations From Skull Imaging," IEEE EMBS, September 2005.

Mortensen, E., H. Deng, and L. Shapiro, "A SIFT Descriptor with Global Context," Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2005.

Li, Y., I. Atmosukarto, M. Kobashi, J. Yuen, and L.G. Shapiro, "Object and Event Recognition for Aerial Surveillance," Proceedings of the SPIE Conference on Optics and Photonics in Global Homeland Security, Vol. 5781, April 2005, pp. 139-149.

Ruiz-Correa, S., R.W. Sze, H.J. Lin, L.G. Shapiro, M.L. Speltz, and M. L. Cunningham, "Classifying Craniosynostosis Deformations by Skull Shape Imaging," IEEE CBMS, 2005.

Smith, V.S., R.F. Martin, A.V. Poliakov, J.F. Brinkley, L.G. Shapiro, D. Van Essen, G.A. Ojemann, D. Corina, "Evaluating Anatomical Normalization Methods," Neuroscience, 2004, http:/

Cho, H., D. Corina, J.F. Brinkley, G.A. Ojemann, and L.G. Shapiro, "A New Te mplate Matching Method using Variance Estimation for Spike Sorting," IEEE EMBS: Proceedings of the 2nd International Neural Conference on Engineering, March 2005.

Cho, H. , D. Corina, G.A. Ojemann, and L.G. Shapiro, "Characterizing Neuronal F iring Patterns in the Human Brain," IEEE EMBS: Proceedings of the 26th Annual International Conference, Sept . 2004 , pp. 4596-4599.

Cho, H., D. Corina, G.A. Ojemann, J. Schoenfield, L. Zamora, and L.G. Shapiro, "A New Neuron Spike Sorting Method using Maximal Overlap Discrete Wavelet Transform and Rotated Principal Component Analysis," IEEE EMBS: Proceedings of the 25th Annual International Conference, Vol. 3 , Sept. 2003, pp. 2921-2924.

Cho, H., G.A. Ojemann, D. Corina, and L.G. Shapiro, "Detection of Neural Activity in Event-related fMRI using Wavelet and Dynamic Time Warping," Applications of Digital Image Processing XXVI, Proceedings of SPIE, Vol. 5203, 2003, pp. 638-6 47.

Li, Y., J. Bilmes, and L.G. Shapiro, "Object Class Recognition using Images of Abstract Regions," Proceedings of the International Conference on Pattern Recognition, Vol. 1, 2004, pp. 40-43.

Fong, C., C. Rosse, J.I. Clark, L.G. Shapiro, and J.F. Brinkley, "An Ontology-Based Image Repository for a Biomedical Research Lab," Proceedings of MedInfo 2004.

Detwiler, L.T., E. Chung, A. Li, J.L.V. Mejino Jr., A.V. Agoncillo, J.F. Brinkley, C. Rosse, and L.G. Shapiro, "A Relation-Centric Query Engine for the Foundational Model of Anatomy," Proceedings of MedInfo 2004.


Shapiro, L.G. and G.C. Stockman, Computer Vision, Upper Saddle River, NJ: Prentice-Hall, 2001.

Shapiro, L.G. and A. Rosenfeld, Computer Vision and Image Processing, Boston: Academic Press, 1992, edited volume.

Haralick, R.M. and L.G. Shapiro, Computer and Robot Vision: Vol. 1 and Vol. 2, Reading, MA: Addison-Wesley, 1992.

Baron, R.J. and L.G. Shapiro, Data Structures and Their Implementation,New York: Van Nostrand Reinhold, May 1980.

Recent Graduate Students

Yi Li - Ph.D., 2005
Hansang Cho - Ph.D., 2005
Veronica Smith - M.S., 2005
Salvador Ruiz Correa - Ph.D., 2004
Ming Ye - Ph.D., 2003
Mark Billinghurst - Ph.D., 2002
Pamela Neal - Ph.D., 1999
Yu-Yu Choi - Ph.D., 1999
Andre Berman - Ph.D., 1999


Editorial Board Member, Pattern Recognition, beginning March 1986 and ongoing.
Editorial Board Member, Computer Vision and Image Understanding, ongoing.

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