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Technical Publications of Florida State Vision Group

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This page lists the referred journal publications by the Florida State Vision Group members. For other types of publications, please follow the links given above.

Selected Journal Articles

W. Mio, A. Srivastava, and X. Liu, "Contour inferences for image understanding," International Journal of Computer Vision, 2005.

A. Srivastava and X. Liu, ``Tools for Application-Driven Dimension Reduction,'' Neurocomputing, 2005.

A. Srivastava, S. H. Joshi, W. Mio, and X. Liu, ``Statistical shape analysis: Clustering, learning and testing,'' IEEE Transactions on Pattern Recognition and Machine Intelligence, vol. 27, no. 4, pp. 590--602, 2005.

C. Waring and X. Liu, ``Face detection using spectral histograms and SVM,'' IEEE Transactions on Systems, Man and Cybernetics - Part B, vol. 35, no. 3, 2005.

X. Liu, A. Srivastava, and Kyle Gallivan, ``Optimal linear representations of images for object recognition,'' IEEE Transactions on Pattern Recognition and Machine Intelligence, vol. 26, no. 5, pp. 662--666, 2004.

X. Liu, A. Srivastava, and D. L. Wang, ``Intrinsic generalization analysis of low dimensional representations,'' Neural Networks, vol. 16, no. 5/6, pp. 537--545, 2003.

X. Liu and L. Cheng, ``Independent spectral representations of images for recognition,'' Journal of the Optical Society of America, A, vol. 20, no. 7, pp. 1271--1282, 2003.

X. Liu and D. L. Wang, "Texture classification using spectral histograms," IEEE Transactions on Image Processing, vol. 12, no. 6, pp. 661--670, 2003.

A. Srivastava and X. Liu, ``Statistical hypothesis pruning for face recognition from IR images,'', Journal of Image and Vision Computing, vol. 21, no. 7, pp. 651--660, 2003.

X. Liu and D. L. Wang, ``A spectral histogram model for texton modeling and texture discrimination,'', Vision Research, vol. 42, no. 23, pp. 2617--2634, 2002.

A. Srivastava, X. Liu, and U. Grenander, ``Universal analytical forms for modeling image probabilities,'' IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 24, no. 9, pp. 1200--1214, 2002.

D. L. Wang and X. Liu, ``Scene analysis by integrating primitive segmentation and associative memory,'' IEEE Transactions on Systems, Man, and Cybernetics, vol. 32, no. 3, pp. 254--268, 2002.

S. C. Zhu and X. Liu, "Learning in Gibbsian Feilds: How Accurate and How Fast can It Be?", IEEE Transactions on Pattern Analysis and Machine Intelligence,, vol.24, no.5, pp. 657-673, May, 2002.

X. Liu, K. Chen, and D. L. Wang, "Extraction of hydrographic regions from remote sensing images using an oscillator network with weight adaptation," IEEE Transactions On Geoscience and Remote Sensing, vol. 39, pp. 207-211, 2001.

K. Chen, D. L. Wang, and X. Liu, ``Weight adaptation and oscillatory correlation for image segmentation,'' IEEE Transactions on Neural Networks, vol. 11, no. 5, pp. 1106-1123, 2000.

S. C. Zhu, X. Liu, and Y. N. Wu, ``Exploring texture ensembles by efficient Markov chain Monte Carlo - Toward a `trichromacy' theory of texture,'' IEEE Transactions on Pattern Analysis and Machine Intelligence,, vol. 22, no. 6, pp. 554-569, 2000.

Y. N. Wu, S. C. Zhu, and X. Liu, ``Equivalence of Julesz and Gibbs ensembles and asymmetric distance of texture perception,'' International Journal of Computer Vision, vol. 38, no. 3, pp. 245-261, 2000.

X. Liu, D. L. Wang, and J. R. Ramirez, ``Boundary detection by contextual nonlinear smoothing," Pattern Recognition , vol. 33, no. 2, pp. 263-280, 2000.

X. Liu and D. L. Wang, "Range image segmentation using an oscillatory network," IEEE Transactions on Neural Networks, vol. 10, no. 3, pp. 564-573, 1999.

X. Liu and J. R. Rameriz (1996), "Automated vectorization and labeling of very large hypsographic map images using contour graph," Surveying and Land Information Systems,Vol. 57, No.1, pp. 5-10, 1997.

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Last modified on August 16, 2000