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

W. Mio, Q. Zhang and X. Liu, ``Nonlinearity and optimal component analysis,'' In the Proceedings of the International Conference on Neural Networks, 2005.

W. Mio, D. Badlyans, and X. Liu, ``Non-parametric information geometry and multi-scale models of texture,'' In the Proceedings of the European Signal Processing Conference, 2005.

X. Liu, ``A computational framework for real-time scene interpretation,'' the Proceeding of the Applied Imagery Pattern Recognition Workshop, pp. 229--234, 2004.

G. Wall, F. Iqbal, J. Isaacs, X. Liu, and S. Foo, ``Real-time texture classification using FPGA,'' In the Proceeding of the Applied Imagery Pattern Recognition Workshop, pp. 130--135, 2004.

X. Liu and A. Srivastava, "Applications of Stochastic Algorithms for Optimal Linear Representations", In the Proceedings of ECCV Workshop on Statistical Learning in Computer Vision, 2004.

Q. Zhang and X. Liu, ``Kernel optimal component analysis,'' In the Proceedings of the IEEE Workshop on Learning in Computer Vision and Pattern Recognition, 2004.

A. Srivastava,X. Liu, W. Mio, and E. Klassen, ``Efficient computational approaches to planar shape theory,'' In the Proceedings of Neural Information Processing Systems, 2003.

X. Liu and A. Srivastava, ``An integrated learning framework for recognition based on images,'' In the Proceedings of the IEEE Workshop on Learning in Computer Vision and Pattern Recognition, pp. 2003.

X. Liu, A. Srivastava, and D. Sun, ``Learning optimal representations for image retrieval applications,'' In the Proceedings of the International Conference on Image and Video Retrieval, 2003.

X. Liu, A. Srivastava, and K. Gallivan, ``Optimal linear representations of images for object recognition,'' In the Proceedings of the International Conference on Computer Vision and Pattern Recognition, vol. I, pp. 229--234, 2003.

X. Liu, A. Srivastava, and D. L. Wang, ``On intrinsic generalization of low dimensional representations of images for recognition,'' In the Proceedings of the International Joint Conference on Neural Networks, 2003.

X. Liu and A. Srivastava, ``Integrated learning of linear representations,'' In the Proceedings of the International Joint Conference on Neural Networks, 2003.

C. Waring and X. Liu, ``Spectral histogram based face detection,'' In the Proceedings of the International Joint Conference on Neural Networks, 2003.

L. Cheng and X. Liu, ``Sparse linear representations for recognition,'' In the Proceedings of the International Joint Conference on Neural Networks, 2003.

Q. Zhang and X. Liu, ``Hierarchical learning of optimal linear representations,'' In the Proceedings of the International Joint Conference on Neural Networks, 2003.

X. Liu and L. Cheng, ``Independent filters for texture classification,'' In the Proceedings of the International Conference on Image Processing, vol. 3, pp. 113--116, 2002.

X. Liu and A. Srivastava, ``Spaces and subspaces of images for recognition,'' In the Proceedings of the International Conference on Image Processing, vol. 3, pp. 313--316, 2002.

X. Liu and A. Srivastava, ``A spectral representation for appearance-based classification and recognition,'' In the Proceedings of the International Conference on Pattern Recognition, vol. 1, pp. 37--40, 2002.

A. Srivastava, X. Liu, and U. Grenander, ``Analytical image models and their applications,'' In the Proceedings of the Seventh European Conference on Computer Vision , vol. 1, pp. 37--51, 2002.

X. Liu and D. L. Wang, ``Appearance-based recognition using perceptual components,'' In the Proceedings of the International Joint Conference on Neural Networks, vol. 3, pp. 1943-1948, 2001.

X. Liu and A. Srivastava, ``3D object recognition using perceptual components,'' In the Proceedings of the International Joint Conference on Neural Networks, vol. 1, pp. 553-558, 2001.

X. Liu and D. L. Wang, ``A spectral histogram model for textons and texture discrimination,'' In the Proceedings of the International Joint Conference on Neural Networks, vol. 2, pp. 1083-1088, 2001.

A. Srivastava, X. Liu, B. Thomasson, and C. Hesher, ``Spectral probability models for IR face recognition,'' In the Proceedings of the International Workshop on Computer Vision Beyond Visual Spectrum, 2001.

X. Liu, D. L. Wang, and A. Srivastava, ``Image segmentation using local spectral histograms,'' In the Proceedings of the International Conference on Image Processing, 2001.

A. Srivastava, X. Liu, and U. Grenander, ``Analytical models for reduced spectral representations of images,'' In the Proceedings of the International Conference on Image Processing, 2001.

S. C. Zhu and X. Liu, ``Learning in Gibbsian fields: How accurate and how fast can it be?'' In the Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2000.

X. Liu and D. L. Wang, ``Perceptual organization based on temporal dynamics,'' Advances in Neural Information Processing Systems 12, S.A. Solla, T. K. Leen, and K.-R. Muller (eds.), MIT Press, pp. 38-44, 2000.

Y. N. Wu, S. C. Zhu, and X. Liu, ``The equivalence of Julesz ensemble and Gibbs ensemble,'' Proceedings of International Conference on Computer Vision, 1999.

S. C. Zhu, X. Liu, and Y. N. Wu, ``Exploring the Julesz ensemble by efficient MCMC,'' Proceedings of Workshop on Statistical and Computational Theories of Vision, 1999.

X. Liu and D. L. Wang, ``Modeling perceptual organization using temporal dynamics,'' Proceedings of the International Joint Conference on Neural Networks, 1999.

X. Liu and D. L. Wang, ``A boundary-pair representation for perception modeling,'' Proceedings of the International Joint Conference on Neural Networks, 1999.

X. Liu, D. L. Wang, and J. R. Ramirez, ``Oriented statistical nonlinear smoothing filter," Proceedings of the International Conference on Image Processing, 1998.

X. Liu, D. L. Wang, and J. R. Ramirez, "Extracting hydrographic objects from satellite images using a two-layer neural network," Proceedings of the 1998 International Joint Conference on Neural Networks, 1998.

X. Liu and D.W. Wang (1997): "Range image segmentation using an oscillatory network," International Conference on Neural Networks pp. 1656-1660, 1997.

J. J. Loomis, X. Liu, Z. Ding, K. Fujimura, M. L. Evans, and H. Ishikawa, "Visualization of plant growth", Proceedings of the 1997 IEEE Conference on Visualization , pp.475-478, 1997.

X. Liu and J. R. Ramirez, "Automatic extraction of hydrographic features in digital orthophoto images," Proceedings of GIS/LIS'1997, pp. 365-373, 1997.

Y Li, B. Zhang, and X. Liu, "A robust motion planner for assembly robots", Proceedings of the IEEE International Conference on Robotics and Automation, vol3, p. 1016, 1993.

*Last modified on August 16, 2000*