Publications

 

Book

  1. G-D. Guo, Face, Expression, and Iris Recognition Using Learning-based Approaches, VDM Verlag, 2008, ISBN: 978-3-8364-5738-5. Available here on Amazon.

 

Book Chapter

  1. Y. Fu, G-D. Guo, and T. S. Huang, Soft Biometrics for Video Surveillance, Y. Ma and G. Qian (Eds.), Intelligent Video Surveillance: Systems and Technology, Taylor and Francis Group, LLC, 2009. (Invited)

 

Patents

  1. Method for localizing irises in images using gradients and textures, with Mike Jones (MERL), United States Patent Application No. 11/329,742; International Application No. PCT/JP2006/326402.

  2. Method for extracting features of irises in images using difference of sum filters, with Mike Jones (MERL), United States Patent Application No. 11/329,624; International Application No. PCT/JP2006/326407.

  3. Difference of sum filters for texture classification, with Mike Jones (MERL), United States Patent Application No.11/329,791.

 

Journal Publications

  1. Y. Fu, G-D. Guo, and T. Huang, Age synthesis and estimation via faces: A survey, IEEE Trans. on Pattern Analysis and Machine Intelligence, in press.

  2. G-D. Guo, Y. Fu, C. Dyer, and T. Huang, Image-based human age estimation by manifold learning and locally adjusted robust regression, IEEE Trans. on Image Processing, Vol. 17, No. 7, 1178-1188, July, 2008. [PDF]

  3. G-D. Guo and C. Dyer, Learning from Examples in the Small Sample Case: Face Expression Recognition, IEEE Trans. on System, Man and Cybernetics - Part B, Special Issue on Learning in Computer Vision and Pattern Recognition, Vol. 35, No. 3, 477-488, June, 2005. [PDF]

  4. G-D. Guo and S. Li, Content-based Audio Classification and Retrieval by Support Vector Machines, IEEE Trans. on Neural Networks, Vol. 14, No. 1, 209-215, January, 2003. [PDF]

  5. G-D. Guo, A. Jain, W. Ma, and H. Zhang, Learning Similarity Measure for Natural Image Retrieval with Relevance Feedback, IEEE Trans. on Neural Networks, Special Issue on Intelligent Multimedia Processing, Vol. 13, No. 4, 811-820, July, 2002. [PDF]

  6. G-D. Guo, S. Li, and K. Chan, Support Vector Machines for Face Recognition, Image and Vision Computing, Special Issue on Artificial Neural Networks for Image Analysis and Computer Vision, Vol. 19, Issue 9-10, 631-638, 2001. [PDF]

  7. G-D. Guo and S. Ma, Bayesian Learning, Global Competition, and Unsupervised Image Segmentation, Pattern Recognition Letters, Vol. 21,No. 2, 107-116, 2000.

  8. G-D. Guo and S. Ma, Color Image Segmentation, Journal of Image and Graphics, 329-335, 1998.

  9. G-D. Guo and S. Ma, A Hierarchical Framework for Unsupervised Segmentation of Noisy Images, Chinese Journal of Electronics (in English), No. 4, 550-563, Oct. 1998.

 

Conference Publications

  1. G-D. Guo, G. Mu, Y. Fu, C. R. Dyer and T. S. Huang, A study on automatic age estimation using a large database, IEEE Conference on Computer Vision (ICCV'09), September, 2009.

  2. G-D. Guo, G. Mu, Y. Fu, and T. S. Huang, Human age estimation using bio-inspired features, IEEE Conference on Computer Vision and Pattern Recognition (CVPR'09), June, 2009.

  3. G-D. Guo, G. Mu, and Y. Fu, Gender from body: A biologically-inspired approach with manifold learning, the Ninth Asian Conference on Computer Vision (ACCV'09), September, 2009.

  4. G-D. Guo, C. Dyer, Y. Fu, and T. S. Huang, Is gender recognition influenced by age? IEEE International Workshop on Human-Computer Interaction (HCI'09), in conjunction with ICCV'09, October, 2009.

  5. G-D. Guo, Y. Fu, C. Dyer, and T. S. Huang, Head pose estimation: Classification or regression? International Conference on Pattern Recognition (ICPR'08), December, 2008. [PDF]

  6. G-D. Guo, Y. Fu, C. Dyer, and T. S. Huang, A probabilistic fusion approach to human age prediction, International Workshop on Semantic Learning Applications in Multimedia (SLAM'08), June, 2008. [PDF] 

  7. Y. Fu, L. Cao, G-D. Guo, and T. S. Huang, Multiple Feature Fusion by Subspace Learning, ACM International Conference on Image and Video Retrieval (ACM CIVR'08), 2008. [PDF]

  8. G-D. Guo, Y. Fu, T. Huang, and C. Dyer, Locally adjusted robust regression for human age estimation, IEEE Workshop on Application of Computer Vision (WACV'08), January 7-9, 2008. [PDF] 

  9. G-D. Guo and M. Jones, Iris extraction based on intensity gradient and texture difference, IEEE Workshop on Application of Computer Vision (WACV'08), January 7-9, 2008. [PDF]  

  10. G-D. Guo and C. Dyer, Patch-based Image Correlation with Rapid Filtering, the 2nd Beyond Patches Workshop, in conjunction with the IEEE Conference on Computer Vision and Pattern Recognition (CVPR'07), June 18-23, Minneapolis, Minnesota, 2007.  [PDF]

  11. G-D. Guo and C. Dyer, Face Cyclographs for Recognition, the Eighth International Conference on Computer Vision, Pattern Recognition & Image Processing(CVPRIP), 923-929, July 18-24, Salt Lake City, Utah, 2007. [PDF]

  12. G-D. Guo, C. Dyer, and Z. Zhang, Linear Combination Representation for Outlier Detection in Motion Tracking, IEEE Conference on Computer Vision and Pattern Recognition (CVPR'05), Vol. 2, 274-281, June, 2005. [PDF]

  13. G-D. Guo and C. Dyer, Simultaneous Feature Selection and Classifier Training via Linear Programming: A Case Study for Face Expression Recognition, IEEE Conference on Computer Vision and Pattern Recognition (CVPR'03), Vol. 1, 346-352, June, 2003. [PDF]

  14. G-D. Guo, A. Jain, W. Ma, and H. Zhang, Learning Similarity Measure for Natural Image Retrieval with Relevance Feedback, IEEE Conference on Computer Vision and Pattern Recognition (CVPR'01), Vol. 1, 731-736, 2001. [PDF]

  15. G-D. Guo, H. Zhang, and S. Li, Pairwise Face Recognition, the Eighth IEEE International Conference on Computer Vision (ICCV'01), Vol. 2, 282-287, 2001. [PDF]

  16.  G-D. Guo and H. Zhang, Boosting for Fast Face Recognition, Second International Workshop on Recognition, Analysis and Tracking of Faces and Gestures in Real-time Systems (RATFG-RTS'01), in conjunction with ICCV'01, 96-100, 2001. [PDF]

  17. G-D. Guo, H. Zhang, and S. Li, Boosting for Content-based Audio Classification and Retrieval: An Evaluation, IEEE International Conference on Multimedia and Expo (ICME'01), 2001. [PDF]

  18. G-D. Guo, H. Zhang, and S. Li, Distance from Boundary As a Metric for Texture Image Retrieval, International Conference on Acoustics, Speech, and Signal Processing (ICASSP'01), Vol. 3. [PDF]

  19. G-D. Guo and S. Li, Content-based Audio Classification and Retrieval Using SVM Learning, the First IEEE Pacific-Rim Conference on Multimedia, (invited), Australia, 2000.

  20. G-D. Guo, S. Li, and K. Chan, Learning Similarity for Texture Image Retrieval, Sixth European Conference on Computer Vision (ECCV'00), 178-190, 2000. [PDF]

  21. G-D. Guo, S. Li, and K. Chan, Face Recognition by Support Vector Machines, Fourth IEEE International Conference on Automatic Face and Gesture Recognition (FG'00), 196-201, Grenoble, France, 2000. [PDF]

  22. G-D. Guo, S. Li, K. Chan, and H. Pan, Texture Image Segmentation using Reduced Gabor Filter Set and Mean Shift Clustering, Fourth Asian Conference on Computer Vision (ACCV'00), 198-203, 2000.

  23. H. Pan, S. Li, and G-D. Guo, Robust Unsupervised Clustering Using Generalized Annealing M-Estimator, Fourth Asian Conference on Computer Vision (ACCV'00), 104-109, 2000.

  24. G. Xu and G-D. Guo, The Linear Geo-Photometric Constraint for Image Matching, Structure Reconstruction, Image Synthesis and Object Recognition, IEEE Workshop on Multi-View Modeling and Analysis of Visual Scenes in CVPR'99, pp. 55-62, Fort Collins, Colorado, 1999.

  25. G-D. Guo, S. Yu, and S. Ma, Unsupervised Segmentation Based on Multi-Resolution Analysis, Robust Statistics and Majority Game Theory, 14th Int'l Conference on Pattern Recognition (ICPR'98), Vol. 1, 799- 801, Aug. 16-20, Brisbane, Australia, 1998.

  26. G-D. Guo, S. Yu, and S. Ma, On the Initial Label Configuration of MRF, IX European Signal Processing Conference (EUSIPCO'98), Vol. 3, 1685-1688, Greece, 1998.

  27. G-D. Guo, S. Yu, and S. Ma, A New Algorithm CGA for Image Labeling, IX European Signal Processing Conference (EUSIPCO'98), Vol. 4, 2545-2548, Greece, 1998.

  28. G-D. Guo and S. Ma, Unsupervised Segmentation of SAR Images, International Geoscience and Remote Sensing Symposium (IGARSS'98), Vol. 2, 1150-1152, Seattle, Washington, 1998.

  29. G-D. Guo, S. Yu, and S. Ma, An Image Labeling Algorithm Based on Cooperative Game Theory, Fourth International Conference on Signal Processing (ICSP'98).

  30. G-D. Guo and S. Ma, Bayesian Learning, Global Competition, and Unsupervised Image Segmentation, Fourth International Conference on Signal Processing (ICSP'98), Vol. II, 986-989, October 12-16,1998.

  31. G-D. Guo, S. Yu, and S. Ma, Unsupervised Segmentation of Color Images, International Conference on Image Processing (ICIP'98), Chicago, Illinois, 299-302, 1998.

  32. S. Guo and G-D. Guo, Artificial Intelligent Methods to Day-Load Dispatch in Hydropower, Proceedings of the First Chinese World Congress on Intelligent Control and Intelligent Automation, 1347-1350,1993.

 

Technical Reports

  1. G-D. Guo, Face, expression, and iris recognition using learning-based approaches, TR-1575, University of Wisconsin - Madison, August 2006.

  2. G-D. Guo and C. Dyer, Face Cyclographs for Recognition, TR-1555, University of Wisconsin - Madison, March 2006.

  3. G-D. Guo, M. Jones, and P. Beardsley, A System for Automatic Iris Capturing, TR2005-044, Mitsubishi Electric Research Labs, June 2005.

  4. G-D. Guo and C. Dyer, Spatial Resolution Enhancement of Video using Still Images, TR-1502, University of Wisconsin - Madison, April 2004.

  5. G-D. Guo and C. Dyer, Recognizing Faces from Head Rotation, TR-1501, UW-Madison, April, 2004.

  6. G-D. Guo and C. Dyer, Markov Information Propagation for Texture Synthesis, TR-1446, UW-Madison, Sept. 2002.

  7. G-D. Guo and C. Dyer, An Evaluation of Bayes and Large Margin Classifiers for Face Expression Recognition, TR-1447, UW-Madison, Sept. 2002.

  8. G-D. Guo, H. Zhang, and S. Li, Pairwise Face Recognition, MSR-TR-2001-12, Jan., 2001.

  9. G-D. Guo, H. Zhang, and S. Li, Boosting for Content-based Audio Classification and Retrieval, MSR-TR-2001-15, Feb., 2001.

  10. G-D. Guo, H. Zhang, and S. Li, Boosting for Fast Face Recognition, MSR-TR-2001-16, Feb., 2001.