Publications

Dissertation and Books

  1. G. Fan, "Wavelet-Domain Statistical Image Modeling and Processing", Ph.D. dissertation, Advisor: X.-G. Xia, University of Delaware, Summer 2001.
  2. Machine Vision Beyond Visible Spectrum, Editors: R. I. Hammoud, G. Fan, R. W. McMillan, K. Ikeuchi, Springer, ISBN 978-3-642-11567-7, 2011.

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Book Chapters

  1. G. Fan and X.-G. Xia, "Statistical Image Modeling and Processing Using Wavelet-Domain Hidden Markov Models", Nonlinear Signal and Image Processing: Theory, Methods, and Applications, K. E. Barner and G. R. Arce (Editors), CRC Press, 2003.

  2. G. Fan, V. Venkataraman, L. Tang, and J. Havlicek, "On Boosted and Adaptive Particle Filters for Affine-invariant Target Detection and Tracking", (book chapter) Augmented Vision Perception in Infrared, R. I. Hammoud and J. W. Davis (Editors), Springer-Verlag, Dec. 2008.  

  3. G. Fan and Y. Ding, "Statistical Machine Learning Approaches for Sports Video Mining using Hidden Markov Models" (book chapter), the Handbook of Research on Machine Learning Applications (ISBN10: 1605667668), IGI Global, 2009.

  4. G. Fan, X. Fan, V. Venkataraman, and Joseph Havlicek, "Vehicle tracking and recognition" (book chapter), Intelligent Video Surveillance: Systems and Technology (ISBN: 978-1-4398-1328-7), Taylor & Francis Group, 2010.

  5. G. Fan and Y. Ding, "Event Detection in Sports Video based on Generative-Discriminative Models" (book chapter), Computer Vision for Multimedia Applications: Methods and Solutions (ISBN: 9781609600242), Editors: J. Wang, J. Chen and S. Jiang, IGI, 2010.  

  6. G. Fan and X. Zhang, "Video-based Human Motion Estimation by Part-whole Gait Manifold Learning", (book chapter), Machine Learning for Vision-based Motion Analysis (ISBN 978-0-85729-056-4), Editors: L. Wang, G. Zhao, L. Chen and M. Pietikaine, Springer, 2010 . 

  7. G. Fan, Xin Fan, V. Venkataraman and Joseph Havlicek, "Appearance Learning by Adaptive Kalman Filters for Robust Infrared Tracking" (book chapter), Machine Vision Beyond Visible Spectrum (ISBN 978-3-642-11567-7), Springer-Verlag, Editors:  Riad I. Hammoud, Guoliang Fan, Robert W. McMillan, Katsushi Ikeuchi, 2010.  

  8. G. Fan and Y. Ding, “Probabilistic Graphical Models for Sports Video Mining”, Intelligent Data Analysis for Real-Life Applications: Theory and Practice (ISBN13: 9781466618060), IGI Global, Editors: R. Magdalena, M. Martínez, J.M. Martínez, P. Escandell and J. Vila, June 2012.

  9. G. Fan and X. Zhang, “Gaussian Process-based Manifold Learning for Human Motion Modeling”, Intelligent Data Analysis for Real-Life Applications: Theory and Practice, (ISBN13: 9781466618060), IGI Global,  Editors: R. Magdalena, M. Martínez, J.M. Martínez, P. Escandell and J. Vila, June 2012.

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Journal Papers

  1. Z. Ling, J. Gong, G. Fan, X. Lu, "Optimal Transmission Estimation via Fog Density Perception for Efficient Single Image Defogging", IEEE Transactions on Multimedia, No. 7, Vol. 20, July 2018, pp1699-1711.

  2. Z. Ling, G. Fan, J. Gong, S. Guo, "Learning deep transmission network for efficient image dehazing", Multimedia Applications and Tools,  Feb. 2018.

  3. X. Zhang, M. Ding and G. Fan, "Video-based Human Walking Estimation by Using Joint Gait and Pose Manifolds", IEEE Trans. Circuits and Systems for Video Technology, Vol. 27, Issue 7, 2017, pp1540 - 1554.

  4. Z. Ling, G. Fan, Y. Liang, J. Zuo, "Joint optimization and perceptual boosting of global and local contrast for efficient contrast enhancement", Multimedia Applications and Tools,  Feb. 2017.

  5. Z. Ling, G. Fan, J. Gong, Y. Wang, X. Lu, "Perception Oriented Transmission Estimation for High Quality Image Dehazing", Neurocomputing, Volume 224, 8 February 2017, Pages 82–95.

  6. B. Xu, G. Fan, and Dan Yang, "Topic Modeling Based Image Clustering by Events in Social Media", Scientific Programming, Vol. 2016, 2016.

  7. G. Lin, G. Fan, X. Kang, E. Zhang, L. Yu, "Heterogeneous Feature Structure Fusion for Classification", Pattern Recognition, Vol. 53, pages 11-11, May 2016. 

  8. J. Lan, Y. Jiang, G. Fan, D. Yu and Q. Zhang, "Real-Time Automatic Obstacle Detection method for Traffic Surveillance in Urban Traffic", Journal of Signal Processing Systems, Volume 82, Issue 3, pp 357-371, March 2106.

  9. M. Ding and G. Fan, "Articulated and Generalized Gaussian Kernel Correlation for Human Pose Estimation", IEEE Trans. Image Processing, Vol. 25, No. 2, pages-776 - 789, Feb. 2016. 

  10. M. Ding and G. Fan, "Multi-Layer Joint Gait-Pose Manifolds for Human Gait Motion Modeling", IEEE Trans. Cybernetics, Vol. 45, Number 11, Nov. 2015.

  11. S. Ge and G. Fan, "Articulated Non-Rigid Point Set Registration for Human Pose Estimation from 3D Sensors", Sensors (Physical Sensors), June 2015.

  12. L. Yu, G. Fan, J. Gong, and J. Havlicek, "Joint Infrared Target Recognition and Segmentation Using Shape Manifold-Aware Level Set", Sensors (Special issues on Sensors in New Road Vehicles), April 2015.

  13. X. Wu, J. Sun, G. Fan, and Z. Wang, "Improved Local Ternary Patterns for Automatic Target Recognition in Infrared Imagery", Sensors, 2015, 15(3), 6399-6418.

  14. J. Gong, G. Fan, L. Yu, J. P. Havlicek, D. Chen and N. Fan, “Joint Target Tracking, Recognition and Segmentation for Infrared Imagery using Shape Manifold-based Level Set”, Sensors (Special Issue on Detection and Tracking of Targets in Forward-Looking Infrared  Imagery) (invited paper), 2014, 14(6), 10124-10145.

  15. J. Sun, G. Fan, L. Yu, X, Wu, "Concave-convex local binary features for automatic target recognition in infrared imagery", EURASIP Journal on Image and Video Processing, 2014:23. (Highly accessed)

  16. J. Gong, G. Fan, L. Yu, J. P. Havlicek, D. Chen and N. Fan, “Joint View-Identity Manifold for Infrared Target Tracking and Recognition”, Computer Vision and Image Understanding (CVIU), Vol. 118, Jan. 2014, pages 211-224. 

  17. G. Fan, R. I. Hammoud, F. Sadjadi, B. Kamgar-Parsi, “Special Section on Advances in Machine Vision Beyond the Visible Spectrum (BVS)”, Computer Vision and Image Understanding (CVIU), Issue 12, Vol. 117, Dec. 2013, pages 1645-1646.

  18. X. Zhang, G. Fan and L. Chou, "Two-layer Dual Gait Generative Models for Human Motion Estimation from a Single Camera", accepted by Image and Vision Computing, (Special issue on Machine Learning in Motion Analysis), December 2012.

  19. V. Venkataraman, G. Fan, J.P. Havlicek, X. Fan, Y. Zhai, and M. Yeary, "Adaptive Kalman Filtering for Histogram-based Appearance Learning in Infrared Imagery", IEEE Transactions on Image Processing, Vol. 21, Nov. 11, Nov. 2012, pages 4622-35.

  20. C. Tian, G. Fan, X. Gao and Q. Tian, “Multi-view Face Recognition: From TensorFace to V-TensorFace and K-TensorFace”, IEEE Trans. on Systems, Man, and Cybernetics: Part B: Cybernetics, (Special issue on Subspace and Manifold Learning), Vol. 42, Issue 2, pages 320-333, April 2012.

  21. V. Venkataraman, G. Fan, L. Yu, X. Zhang, W. Liu, and J.P. Havlicek, “Automated Target Tracking and Recognition using Coupled View and Identity Manifolds for Shape Representation”, EURASIP Journal of Advances in Signal Processing (Special Issue on Object Tracking and Monitoring Using Advanced Signal Processing Techniques), 2011:124

  22. C. Chen and G. Fan, "Coupled Region-Edge Shape Priors for Joint Localization and Figure-ground Segmentation", Pattern Recognition, Vol. 43, Issue 7, Pages 2521-2531, July 2010.

  23. X. Zhang and G. Fan, "Dual Gait Generative Models for Human Motion Estimation from a Single Camera", IEEE Trans. on Systems, Man, and Cybernetics: Part B: Cybernetics, (Special issue on New Advances in Video-based Gait Analysis and Applications: Challenges and Solutions), Vol. 40, No. 4, pp1034-1049, Aug. 2010.

  24. X. Fan, G. Fan and J. Havilcek, "Generative Models for Maneuvering Target Tracking", IEEE Trans. on Aerospace and Electronics Systems, vol. 46, issue 2, pp. 635-655, April 2010.

  25. Y. Ding and G. Fan, "Sports Video Mining via Multi-channel Segmental Hidden Markov Models", IEEE Trans. on Multimedia, Vol. 11, No. 7, pp1301-1309, Nov. 2009.

  26. T. Chanwimaluang, G. Fan, IEEE, G. G. Yen, and S. R. Fransen, "3-D Retinal Curvature Estimation", IEEE Trans. on Information Technology in Biomedicine, Vol. 13, No. 6, pp997-1005, Nov. 2009.  

  27. X. Fan and G. Fan, "Graphical Models for Joint Segmentation and Recognition of License Plate Characters", IEEE Signal Processing Letters, Vol. 16, No. 1, pp10-13, Jan. 2009

  28. Y. Zhai, M. Yeary, J. Havlicek, and G. Fan, "A New Centralized Sensor Fusion Tracking Methodology based on Particle Filtering for Power-aware Systems," IEEE Trans.  Instrumentation and Measurement, Vol. 57, No. 10, pp2377-2387, Oct, 2008.

  29. X. Song, G. Fan and R. Mahesh, "SVM-based Enhanced One-class Classification for Remotely Sensed Imagery", IEEE Geoscience and Remote Sensing Letters, April, 2008.

  30. X. Song and G. Fan, "Selecting Salient Frames for Spatiotemporal Video Segmentation", IEEE Trans. on Image Processing, Vol. 16, No. 12,  Dec. 2007.

  31. R. Mahesh, G. Fan and J. Thomas, et. al., "A Web-based GIS Decision Support System for Managing and Planning USDA's Conservation Reserve Program (CRP)", Environmental Modelling and Software, Vol. 22, No. 9, pp1270-1280, Sept. 2007. 

  32. X. Song and G. Fan, "Joint Key-frame Extraction and Object Segmentation for Content-based Video Analysis", IEEE Trans. on Circuits and Systems for Video Technology, Vol. 16, No. 7, pp904- 914, July 2006.

  33. T. Chanwimaluang, G. Fan, and S. Fransen, "Hybrid Retinal Image Registration", IEEE Trans. on Information Technology in Biomedicine, Vol. 10, No. 1, pp129-142, Jan. 2006 (corrections, demos).

  34. X. Song, G. Cherian, and G. Fan, "A $\nu$-insensitive SVM Approach for Compliance Monitoring of the Conservation Reserve Program", IEEE Geoscience and Remote Sensing Letters, Vol. 2, No. 2, pp99-103, April 2005.

  35. X. Song, G. Fan, and M. Rao, "Automated CRP Mapping using Non-parametric Machine Learning Approaches", IEEE Trans. on Geoscience and Remote Sensing, Vol. 43, No. 4, pp888-897, April 2005.

  36. L. Liu and G. Fan, "Combined Key-frame Extraction and Object-based Video Segmentation", IEEE Trans. on Circuits and System for Video Technology, Vol. 15, No. 7., pp. 869-884, July, 2005.

  37. L. Liu and G. Fan, "A New JPEG2000 Region-of-Interest Image Coding Method: Partial Significant Bitplanes Shift", IEEE Signal Processing Letters, Vol. 10, No. 2, pp35-38,  Feb, 2003.

  38. G. Fan and X.-G. Xia, "Wavelet-based Texture Analysis and Synthesis Using Hidden Markov Models", IEEE Trans. on Circuits and Systems-Part I, Vol. 50, No. 1, pp106-120, Jan. 2003 (corrections)

  39. G. Fan and X.-G. Xia, "A Joint Multi-context and Multiscale Approach to Bayesian Image Segmentation", IEEE Trans. on Geoscience and Remote Sensing, Vol 39, No. 12, pp2680 -2688, Dec. 2001. 

  40. G. Fan and X.-G. Xia, "Image Denoising Using Local Contextual Hidden Markov Model in the Wavelet Domain", IEEE Signal Processing Letters, Vol. 8, No. 5, pp125-128, May 2001. 

  41. G. Fan and X.-G. Xia, "Improved Hidden Markov Models in the Wavelet-Domain", IEEE Trans. on Signal Processing, Vol. 49, No. 1, pp115-120, Jan. 2001. 

  42. G. Fan and W. K. Cham, "Post-processing of Low Bit-rate Wavelet-based Image Coding Using Multiscale Edge Characterization", IEEE Trans. on Circuits and Systems for Video Technology, Vol. 11, No. 12, pp1263 -1272, Dec. 2001. 

  43. G. Fan and W. K. Cham, "Model-Based Edge Reconstruction for Low Bit-rate Wavelet Compressed Images", IEEE Trans. on Circuits and Systems for Video Technology, Vol. 10, No. 1, pp120-132, 2000. 

  44. G. Fan and L. Zhou, "Design of Hausdorff Measure-based Image Classifier" (in Chinese), ACTA Electronic Sinica, Vol. 25,  No.11, pp120-123, Nov. 1997.

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Conference Papers

  1. A. Siddiqua and G. Fan, "Supervised Deep-Autoencoder for Depth Image-based 3D Model Retrieval", IEEE Winter Conference on Applications of Computer Vision, March 2018.

  2. M. Yazdanpour, G. Fan, W. Sheng, "Real-Time Volumetric Reconstruction of Manhattan Indoor Scenes from Depth Sequences", IEEE Visual Communications and Image Processing, Dec. 2017.  

  3. L. Guo, G. Fan, W. Sheng, "Robust Object Detection by Cuboid Matching with Local Plane Optimization in Indoor RGB-D Images", IEEE Visual Communications and Image Processing, Dec. 2017. (Best student paper candidate) 

  4. L. Yu and G. Fan, "Edge-Aware Integration Model for Semantic Labeling of Rare Classe", IEEE International Conference on Image Processing, Sept. 2017.

  5. J. Yim and G. Fan, "Fully Automatic and Robust 3D Modeling for Range Scan Data of Complex 3D Objects", International Symposium on Visual Computing, Las Vegas, Dec. 12-14, 2016.

  6. L. Yu and G. Fan, "Rare Class Oriented Scene Labeling Using CNN Incorporated Label Transfer", International Symposium on Visual Computing, Las Vegas, Dec. 12-14, 2016.

  7. Z. Ling, G. Fan, Y. Wang, and X. Lu, "Learning Deep Transmission Network for Single Image Dehazing", in Proc. International Conference on Image Processing (ICIP2016), Pheonix, Arizona, Sept., 2016.

  8. B. Xu and G. Fan, "Multimodal Topic Modeling-based Geo-annotation for Social Event Detection in Large Photo Collections", in Proc. International Conference on Image Processing (ICIP2015), Quebec City, Canada, Sept., 2015.

  9. S. Ge and G. Fan, "Sequential Non-rigid Point Registration for 3D Human Pose Tracking", in Proc. International Conference on Image Processing (ICIP2015), Quebec City, Canada, Sept., 2015.

  10. G. Lin and G. Fan, L. Yu, X. Kang, E,. Zhang, "Heterogeneous Structure Fusion for Target Recognition in Infrared Imagery", in Proc. of the Workshop on Perception beyond Visible Spectrum (PBVS) in conjunction with CVPR2015, Boston, June 2015.

  11. S. Ge and G. Fan, "Non-rigid Articulated Point Set Registration with Local Structure Preservation", in Proc. of the Workshop on Perception beyond Visible Spectrum (PBVS) in conjunction with CVPR2015, Boston, June 2015.

  12. M. Ding and G. Fan, "Articulated Gaussian Kernel Correlation for Human Pose Estimation", in Proc. of the Workshop on Perception beyond Visible Spectrum (PBVS) in conjunction with CVPR2015, Boston, June 2015.

  13. S. Ge and G. Fan, "Non-rigid Articulated Point Set Registration for Human Pose Estimation", in Proc. IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa Beach, HI, Jan. 6-9, 2015.

    M. Ding and G. Fan, "Generalized Sum of Gaussians for Real-Time Human Pose Tracking from a Single Depth Sensor", in Proc. IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa Beach, HI, Jan. 6-9, 2015.

  14. M. Ding and G. Fan, "Fast Human Pose Tracking with Single Depth Sensor using Sums of Gaussians Models", in Proc. International Symposium on Visual Computing, Las Vegas, Nevada, Dec. 8-10, 2014.

  15. C. Nguyen, J. Havlicek, G. Fan, J. Caulfield, and M. Pattichis, "Robust Dual-Band MWIR/LWIR Infrared Target Tracking", in Proc. 48th Asilomar Conference Signal, Systems and Computers, Pacific Grove, CA, Nov. 2-5, 2014. 

  16. S. Ge, G. Fan, and M. Ding, "Non-rigid Point Set Registration with Global-Local Topology Preservation", in Proc. IEEE Workshop on Perception beyond Visible Spectrum (in conjunction with CVPR2014), June 23, 2014.

  17. M. N. A. Khan, G. Fan, D. R. Heisterkamp, L. Yu, "Automatic Target Recognition in Infrared Imagery Using Dense HOG Features and Relevance Grouping of Vocabulary", in Proc. IEEE Workshop on Perception beyond Visible Spectrum (in conjunction with CVPR2014), June 23, 2014.

  18. J. Sun, G. Fan, X. Wu, “New Local Edge Binary Patterns for Image Retrieval”, in Proc. IEEE International Conference on Image Processing (ICIP), Sept. 15-18, 2013, Melbourne, Australia.

  19. Z. Zhou and G. Fan, “A Directional Shock Diffusion Approach to Single Image Super-resolution”, in Proc. IEEE International Conference on Image Processing (ICIP), Sept. 15-18, 2013, Melbourne, Australia.

  20. J. Gong, G. Fan, J. P. Havlicek, N. Fan and D. Chen, “Infrared Target Tracking, Recognition and Segmentation using Shape-aware Level Set”, in Proc. IEEE International Conference on Image Processing (ICIP), Sept. 15-18, 2013, Melbourne, Australia.

  21. L. Yu, G. Fan, J. Gong, and J. P. Havlicek, “Simultaneous Target Recognition, Segmentation and Pose Estimation”, in Proc. IEEE International Conference on Image Processing (ICIP), Sept. 15-18, 2013, Melbourne, Australia.

  22. M. Ding and G. Fan, “Multi-Layer Joint Gait-Pose Manifold for Human Motion Modeling”, IEEE Automatic Face and Gesture Recognition (FG), April 22-26, 2013, Shanghai, China.

  23. M. Ding, G. Fan, X. Zhang, S. Ge, and L. Chou, "Structure-guided Joint Gait and Pose Manifolds for Video-based Motion Estimation", in Proc. IEEE International Conference on Image Processing (ICIP), Sept. 30-Oct. 3, 2012, Orlando, Florida.

  24. J. Gong, G. Fan, L. Yu, J. Havlicek, D. Chen, "Joint View and Identity Manifold for Automated Target Tracking and Recognition", in Proc. IEEE International Conference on Image Processing (ICIP), Sept. 30-Oct. 3, 2012, Orlando, Florida.

  25. Y. Ding and G. Fan, “Finding the Game Flow from Sports Video”, in Proc. Joint ACM Workshop on Modeling and Representing Events (J-MRE'11), Nov. 30, 2011, Scottsdale, Arizona.

  26. G. Fan, X. Zhang, and M. Ding, "Gaussian Processing for Human Motion Modeling: A Comparative Study", in Proc. IEEE Workshop on Machine Learning for Signal Processing, Sept. 19-21, 2011, Beijing, China. 

  27. V. Venkataraman, G. Fan, L. Yu, X. Zhang, W. Liu and J. P. Havlicek, "Joint Target Tracking and Recognition using View and Identity Manifolds", in Proc. of 8th IEEE International Workshop on Object Tracking and Classification in and Beyond Visible Spectrum (OTCBVS1011), in conjunction with CVPR11, Colorado Spring, Colorado, June 25, 2011.

  28. X. Zhang and G. Fan, "Joint Gait-Pose Manifold for Video-based Human Motion Estimation", in Proc. the 3rd International Workshop on Machine Learning for Vision-based Motion Analysis (MLVMA’11), in conjunction with CVPR2011, Colorado Spring, Colorado, June 25, 2011.

  29. X. Zhang, D. Biswas, and G. Fan, "A Software Pipeline for 3D Animation Generation using Mocap Data and Commercial Shape Models", in Proc. ACM Conference on Image and Video Retrieval, June 15-17, 2010, Xi'an, China.

  30. X. Zhang, G. Fan, and L. Chou, “Two-layer Gait Generative Models for Estimating Unknown Human Gait Kinematics”, in Proc. the 2nd International Workshop on Machine Learning for Vision-based Motion Analysis (MLVMA’09), in conjunction with ICCV2009, Oct. 2009, Japan.

  31. C. Chen and G. Fan, “Combining Spatial and Temporal Priors for Articulate Human Tracking with Online Learning”, in Proc. the 4th Dynamic Vision Workshop, in conjunction with ICCV09, Oct. 2009, Japan.

  32. Y. Ding and G. Fan, "Event Detection in Sports Video based on Generative-Discriminative Models", in Proc. the 1st ACM International Workshop on Events in Multimedia (EiMM09) in conjunction with the ACM Multimedia Conference, Oct. 2009, Beijing, China.

  33. V. Venkataraman, G. Fan, Xin Fan, and Joseph Havlicek, "Appearance Learning by Adaptive Kalman Filters for FLIR Tracking" in Proc. of 6th IEEE International Workshop on Object Tracking and Classification in and Beyond Visible Spectrum (OTCBVS09), in conjunction with CVPR09, June 2009, Miami, Florida.

  34. C. Johnston, N. Mould, J. Havlicek and Guoliang Fan, "Dual Domain Auxiliary Particle Filter with Integrated Target Signature Update", in Proc. of 6th IEEE International Workshop on Object Tracking and Classification in and Beyond Visible Spectrum (OTCBVS09), in conjunction with CVPR09, June 2009, Miami, Florida.

  35. S. Jiang, K. Shuang, G. Fan, C. Tian, and Y. Wang, "Multiview Face Recognition based on Manifold Learning and Multilinear Analysis", in Proc. IEEE International Conference on Signal Processing, Oct. 26-29, 2008, Beijing, China.

  36. Y. Ding and G. Fan, "Multi-channel Segmental Hidden Markov Models for Sports Video Mining", in Proc. ACM Multimedia Conference (MM2008), Oct. 27-Nov. 1 , 2008, Vancouver, Canada.

  37. X. Zhang and G. Fan "Dual Generative Models for Human Motion Estimation from an Uncalibrated Monocular Camera", in Proc. International Conference on Pattern Recognition (ICPR2008), Dec. 2008, Tampa, Florida.

  38. C. Tian, X. Gao, and G. Fan "Multi-view Face Recognition via Non-linear Tensor Decomposition", in Proc. International Conference on Pattern Recognition (ICPR2008), Dec. 2008, Tampa, Florida.

  39. V. Venkataraman, X. Fan and G. Fan, "Integrated Target Tracking and Recognition via Joint Appearance-Motion Generative Models", in Proc. IEEE Int’l Workshop on Object Tracking and Classification in and Beyond Visible Spectrum (OTCBVS08), in conjunction with CVPR08, June 2008, Anchorage, Alaska.

  40. C. Chen and G. Fan, "Hybrid Body Representation for Integrated Pose Recognition, Localization and Segmentation", in Proc. of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2008, Anchorage, Alaska.

  41. X. Fan and G. Fan, "Joint Segmentation and Recognition of License Plate Characters", in Proc. of IEEE International Conference on Image Processing (ICIP), Sept. 2007, San Antonio, TX.

  42. T. Chanwimaluang and G. Fan, "Constrained Optimization for Retinal Curvature Estimation Using an Affine Camera" in the Proc. of International Workshop on Beyond Multiview Geometry: Robust Estimation and Organization of Shapes from Multiple Cues (BMG07), in conjunction with CVPR2007, June 22, 2007, Minneapolis, Minnesota.

  43. X. Fan and G. Fan, "Generative Graphical Models for Maneuvering Objective Tracking and Dynamic Analysis", in Proc. of IEEE Int’l Workshop on Object Tracking and Classification in and Beyond Visible Spectrum (OTCBVS07), in conjunction with CVPR07, June 22, 2007, Minneapolis, MN.

  44. V. Venkataraman, G. Fan and X. Fan, "Target Tracking with Online Feature Selection in FLIR Imagery", in Proc. of IEEE Int’l Workshop on Object Tracking and Classification in and Beyond Visible Spectrum (OTCBVS07), in conjunction with CVPR07, June 22, 2007, Minneapolis, MN.

  45. Y. Ding and G. Fan, "Segmental Hidden Markov Models for View-based Sport Video Analysis", in Proc. of International Workshop on Semantic Learning Applications in Multimedia (SLAM07), in conjunction with CVPR07, June 22, 2007, Minneapolis, MN.

  46. Y. Ding and G. Fan, "Two-layer Generative Models for Video Mining", in Proc. of IEEE International Conference on Multimedia and Expo (ICME), July 2007, Beijing, China, .

  47. Y. Ding and G. Fan, "Camera View-based Football Video Analysis", in Proc. of IEEE International Symposium on Multimedia, Dec. 11-14, 2006, San Diego, CA.  

  48. X. Zhang and G. Fan, "Retinal Spot Lesion Detection Using Adaptive Multiscale Morphological Processing", in Proc. International Symposium on Visual Computing, Lake Tahoe, NV, Nov. 11-13, 2006, also in LNCS, Vol. 4292, Editors: G. Bebis, Springer, 2006.

  49. T. Chanwimaluang and G. Fan, "Affine Camera for 3D Retinal Surface Reconstruction", in Proc. International Symposium on Visual Computing, Lake Tahoe, NV, Nov. 11-13, 2006, also in LNCS, Vol. 4292, Editors: G. Bebis, Springer, 2006.

  50. C. Chen and G. Fan, "What Can We Learn from Biological Vision Studies for Human Motion Segmentation", in Proc. International Symposium on Visual Computing, Lake Tahoe, NV, Nov. 11-13, 2006, also in LNCS, Vol. 4292, Editors: G. Bebis, Springer, 2006.

  51. G. Fan, V. Venkataraman, L. Tang, J. P. Havlicek, "A Comparative Study of Boosted and Adaptive Particle Filters for Affine-Invariant Target Detection and Tracking", in the Proc. of 3rd Joint IEEE International Workshop on Object Tracking and Classification in and Beyond the Visible Spectrum (OTCBVS'06), New York City, June 22, 2006. 

  52. L. Tang, V. Venkataraman, G. Fan, "Multi-aspect Target Tracking in Image Sequences Using Particle Filters", in Proc. International Symposium on Visual Computing, Lake Tahoe, Nevada, Dec. 2005, also in LNCS, Vol. 3804, Editors: G. Bebis, Springer, 2005.

  53. T. Chanwimaluang and G. Fan, "Retinal Image Registration for NIH’s ETDRS", in Proc. International Symposium on Visual Computing, Lake Tahoe, Nevada, Dec. 2005, also in LNCS, Vol. 3804, Editors: G. Bebis, Springer, 2005.

  54. X. Song and G. Fan, "A New Video Analysis Approach for Coherent Key-frame Extraction and Object Segmentation", in Proc. of IEEE International Workshop on Multimedia Signal Processing, Shanghai, China, Oct-Nov. 2005.

  55. C. Cheng and G. Fan, "Perception Principles Guided Video Segmentation", in Proc. of IEEE International Workshop on Multimedia Signal Processing, Shanghai, China, Oct-Nov. 2005.

  56. X. Song and G. Fan, "Key-frame Extraction for Object-based Video Segmentation", in Proc. of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2005), Philadelphia, PA, March 2005.

  57. X. Song and G. Fan, "Joint Key-frame Extraction and Object-based Video Segmentation", in Proc. of IEEE Workshop on Motion and Video Computing (MOTION 2005), Breckenridge, Colorado, Jan. 5-6, 2005.

  58. A. Awawedeh and G. Fan, "Pseudo Cepstrum for Assessing Stereo Quality of Retinal Images", in Proc. of the 37th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, Nov. 2003.

  59. T. Chanwimaluang and G. Fan, "An Efficient Algorithm for Extraction of Anatomical Structures in Retinal Images", in Proc. IEEE International Conference on Image Processing (ICIP2003), Barcelona, Span, September 2003.

  60. T. Chanwimaluang and G. Fan, "An Efficient Blood Vessel Detection Algorithm for Retinal Images using Local Entropy Thresholding", in Proc. of the 2003 IEEE Int’l Symposium on Circuits and Systems (ISCAS2003), Bangkok, Thailand, May 25-28, 2003.

  61. G. Cherian, X. Song, G. Fan, and M. Rao, "Application of Support Vector Machines for Automatic Compliance Monitoring of the Conservation Reserve Program (CRP) Tracts", in Proc. IEEE Goescience and Remote Sensing Symposium (IGARSS2004), Alaska,  September 20-24, 2004. 

  62. X. Song, G. Fan, and M. Rao, "Machine Learning Approaches for Multisource Geospatial Data Classification with Application to CRP Mapping in Texas County, Oklahoma", in Proc. IEEE Workshop on Advances in Techniques for Analysis of Remotely Sensed Data, NASA Goddard Visitor Center, Washington DC, October 27/28, 2003.  

  63. X. Song and G. Fan, "On Capturing Likelihood Disparity for Unsupervised Image Segmentation", in Proc. IEEE Statistical Signal Processing Workshop, St. Louis, MO, September 2003.

  64. X. Song and G. Fan, "Unsupervised Bayesian Image Segmentation using Wavelet-domain Hidden Markov Models", in Proc. IEEE International Conference on Image Processing (ICIP2003), Barcelona, Span, September 2003.

  65. L. Liu, Y. Dong, X. Song, and G. Fan, "A Entropy-based Segmentation Algorithm for Computer-Generated Document Images", in Proc. IEEE International Conference on Image Processing (ICIP2003), Barcelona, Span, September 2003.  

  66. Y. Dong, L. Liu, X. Song, and G. Fan, "A New Simplified Quantization Rate-Distortion Model for Fast Document Image Segmentation", in Proc. of the 45th IEEE International Midwest Symposium on Circuits and Systems, Tulsa, OK, Aug. 2002 (invited paper).

  67. L. Liu and G. Fan, "A New Method for JPEG2000 Region-of-Interest Image Coding: Most Significant Bitplanes Shift", in Proc. of the 45th IEEE International Midwest Symposium on Circuits and Systems, Tulsa, OK, Aug. 2002.

  68. X. Song and G. Fan, "A Study of Supervised, Semi-Supervised and Unsupervised Multiscale Bayesian Image Segmentation", in Proc. of the 45th IEEE International Midwest Symposium on Circuits and Systems, Tulsa, OK, Aug. 2002.

  69. G. Fan and X. Song, "A Study of Contextual Modeling and Texture Characterization for Multiscale Bayesian Segmentation", in Proc. of the IEEE International Conference on Image Processing (ICIP2002), Rochester, NY, Sept. 2002. 

  70. G. Fan and X.-G. Xia, "On Context-Based Bayesian Image Segmentation: Joint Multi-context and Multiscale Approach and Wavelet-Domain Hidden Markov Models", in Proc. of the 35th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, Nov. 4-7, 2001 (Invited paper).

  71. G. Fan and X.-G. Xia, "Texture Analysis and Synthesis Using Wavelet-Domain Hidden Markov Models", in Proc. of the 5th IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing, Baltimore, MD, June 2001. 

  72. G. Fan and X.-G. Xia, "Maximum Likelihood Texture Analysis and Classification Using Wavelet-Domain Hidden Markov Models", in Proc. of the 34th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, Oct. 29-Nov. 1, 2000. 

  73. G. Fan and X.-G. Xia, "Wavelet-Based Statistical Image Processing Using Hidden Markov Tree Model", in Proc. of the 2000 Conference on Information Science and Systems, Princeton (CISS2000), NJ, March, 2000, ppTA5-31-TA-5-36. 

  74. G. Fan and X.-G. Xia, "Wavelet-Based Image Denoising Using Hidden Markov Models", in Proc. of the IEEE International Conference on Image Processing (ICIP2000), Vancouver, Canada, Sept. 2000. 

  75. G. Fan and X.-G. Xia, "Multiscale Texture Segmentation Using Hybrid Contextual Labeling Tree", in Proc. of the IEEE International Conference on Image Processing (ICIP2000), Vancouver, Canada, Sept. 2000. 

  76. G. L. Fan, W. K. Cham and J. Z. Liu, "Model-Based Edge Reconstruction for Low Bit-rate Wavelet Image Coding", in Proc. of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP98), Seattle, WA, 1998, p2561-2564.

  77. G. L. Fan and W. K. Cham, "Multiscale Image Reconstruction for Low Bit-Rate Wavelet Image Coding", in Proc. of the 1998 IEEE International Conference on Image Processing (ICIP98), Chicago, IL, Oct. 1998, p420-424. 

  78. G. Fan and L. Zhou, "Visual Entropy-based Classified Bath Fractal Transform for Image Coding", in Proc. of the IEEE International Conference on Signal Processing (ICSP1996), Oct. 1996, Beijing, China.

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