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This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author reposted without the explicit permission of the copyright holder.
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Publications
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| Refereed Journal Articles |
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| Xiaojun Qi, Samuel Barrett, and Ran Chang, "A Noise-Resilient Collaborative Learning Approach to Content-Based Image Retrieval," International Journal of Intelligent Systems, Vol. 00, pp. 1-23, 2011. Work Under NSF REU Funding. |
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| Marco A. Alvarez, Xiaojun Qi, and Changhui Yan, "A Shortest Path Graph Kernel for Estimating Gene Product Semantic Similarity," Journal of Biomedical Semantics, 2:3, 2011 (9 pages). |
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| Minghui Jiang, Xiaojun Qi, and Pedro J. Tejada, "A Computational-Geometry Approach to Digital Image Contour Extraction," M. L. Gavrilova and C. J. K. Tan (Eds.): Transactions on Computer Science, XIII, LNCS 6750 , pp. 13-43, Springer, Heidelberg, 2011. Work Under USU Advance's Collaborative Seed Grant. |
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| Xiaojun Qi and Xing Xin, "A Quantization-Based Semi-Fragile Watermarking Scheme for Image Content Authentication," Journal of Visual Communication and Image Representation, Vol. 22, pp. 187-200, 2011. |
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| Xiaojun Qi and Ji Qi, "A Desynchronization Resilient Watermarking Scheme," Transactions on Data Hiding and Multimedia Security, LNCS 5510, pp. 29-48, 2009. |
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| Xiaojun Qi and Jessica Ebert, "A Computer Vision-Based Method for Fire Detection in Color Videos," International Journal of Imaging, Vol. 2, No. S09, pp. 22-34, 2009. [ISSN: 0974-0627] Work Under NSF REU Funding. |
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| Xiaojun Qi and Ji Qi, "A Robust DCT-Based Digital Watermarking Scheme Using Important Feature Points," Journal of Electronics & Computer Science, Vol. 10, No. 1, pp. 109-123, 2008. [ISSN: 1229-425X] |
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| Xiaojun Qi, Ji Qi, and Yajun Wu, "RootLM: A Simple Color Image Analysis Program for Root Length Measurement in Arabidopsis," Plant Root, Vol. 1, pp. 10-16, 2007. [PDF] |
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| KokSheik Wong, Xiaojun Qi, and Kiyoshi Tanaka, "A DCT-Based Mod4 Steganographic Method," Signal Processing, Vol. 87, No. 6, pp. 1251-1263, 2007. [PDF]
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| Xiaojun Qi and Ji Qi, "A Robust Content-Based Digital Image Watermarking Scheme," Signal Processing, Vol. 87, No. 6, pp. 1264-1280, 2007.
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Xiaojun Qi and Yutao Han, "Incorporating Multiple SVMs for Automatic Image Annotation," Pattern Recognition, Vol. 40, No. 2, pp. 728-741, 2007. [PDF] |
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Xiaojun Qi and Yutao Han, "A Novel Fusion Approach to Content-Based Image Retrieval," Pattern Recognition, Vol. 38, No. 12, pp. 2449-2465, October 2005. [PDF]
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Xiaojun Qi and John M. Tyler, "A Progressive Transmission Capable Diagnostically Lossless Compression Scheme for 3-D Medical Image Sets," Information Sciences, Vol. 175, No. 3, pp. 217-243, October 2005. Work Under NFRG Funding [PDF] |
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Chaowan Yin, Gui Li, Xiaonan Wang, and Xiaojun Qi, "Research and Implementation of Open Distributed Processing System in CIMS," Chinese Journal of CIMS, No. 3, 1997. (in Chinese)
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| Book Chapters |
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| Marco A. Alvarez, Xiaojun Qi, and Changhui Yan, Go-Based Term Semantic Similarity, in Chapter 9 of Ontology Learning and Knowledge Discovery Using the Web: Challenges and Recent Advances (Editors Wilson Wong, Wei Liu, and Mohammed Bennamoun), pp. 174-185, 2011. |
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| Refereed Conference Articles |
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| Kazuki Minemura, Zahra Moayed, KokSheik Wong, Xiaojun Qi, and Kiyoshi Tanaka, "JPEG Image Scrambling Without Expansion in Bitstream Size," to appear in IEEE Int. Conf. on Image Processing (ICIP'12), Sept. 30-Oct. 3, Orlando, Florida, 2012. |
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| Ran Chang, Zhongmiao Xiao, KokSheik Wong, and Xiaojun Qi, "Learning a Weighted Semantic Manifold for Content-Based Image Retrieval," to appear in IEEE Int. Conf. on Image Processing (ICIP'12), Sept. 30-Oct. 3, Orlando, Florida, 2012. |
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| Robert Davis, Zhongmiao Xiao, and Xiaojun Qi, "Capturing Semantic Relationship Among Images in Clusters for Efficient Content-Based Image Retrieval," to appear in IEEE Int. Conf. on Image Processing (ICIP'12), Sept. 30-Oct. 3, Orlando, Florida, 2012. Work Under NSF REU Funding |
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| Zhongmiao Xiao, Matthew J. Clark, KokSheik Wong, and Xiaojun Qi, "Dynamic Semantic Feature-Based Long-Term Cross-Session Learning Approach to Content-Based Image Retrieval," to appear in IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP'12), March 25-30, Kyoto, Japan, 2012. Work Under NSF REU Funding |
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| Ran Chang and Xiaojun Qi, "Semantic Clusters Based Manifold Ranking for Image Retrieval," IEEE Int. Conf. on Image Processing (ICIP'11), pp. 2473-2476, Sept. 11-14, Brussels, Belgium, 2011. |
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| Adam D. Gilbert, Ran Chang, and Xiaojun Qi, "A Retrieval Pattern-Based Inter-Query Learning Approach for Content-Based Image Retrieval," IEEE Int. Conf. on Image Processing (ICIP'10), pp. 3197-3200, Sept. 26-29, Hong Kong, 2010. Work Under NSF REU Funding [PDF] |
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| Scott Fechser, Ran Chang, and Xiaojun Qi, "Inter-query Semantic Learning Approach to Image Retrieval," IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP'10), pp. 1246-1249, March 14-19, Dallas, Texas, USA, 2010. Work Under NSF REU Funding [PDF] |
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| Aliasgar Kutiyanawala, Xiaojun Qi, and Jiandong Tian, "A Simple and Efficient Approach to Barcode Localization," The 7th Int. Conf. on Information, Communications, and Signal Processing (ICICS'09), Dec. 8-10, Fisherman's Wharf, Macau, 2009. |
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| Xiaojun Qi, Xing Xin, and Ran Chang, "Image Authentication and Tamper Detection Using Two Complementary Watermarks," Proc. of IEEE International Conference on Image Processing (ICIP'09), pp. 4257-4260, Nov. 7-11, Cairo, Egypt, 2009. |
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| Pedro J. Tejada, Xiaojun Qi, and Minghui Jiang, "Computational Geometry of Contour Extraction," Proc. of the 21st Canadian Conference on Computational Geometry, pp. 25-29, Vancouver, BC, August 17-19, 2009. Work Under USU Advance's Collaborative Seed Grant. |
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| Samuel Barrett, Ran Chang, and Xiaojun Qi, "A Fuzzy Combined Learning Approach to Content-Based Image Retrieval," Proc. of IEEE International Conference on Multimedia & Expo (ICME'09), pp. 838-841, June 28-July 3, New York, USA, 2009.Work Under NSF REU Funding |
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| Omar U. Florez, Xiaojun Qi, and Alexander Ocsa, "MOBHRG: Fast K-Nearest-Neighbor Search by Overlap Reduction of Hyperspherical Regions," Proc. of IEEE International Conference on Acoustic, Speech, and Signal Processing (ICASSP'09), pp. 1133-1136, April 19-24, Taipei, Taiwan, 2009. |
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| Xiaojun Qi, Stephen Bialkowski, and Gary Brimley, "An Adaptive QIM- and SVD-Based Digital Image Watermarking Scheme in the Wavelet Domain," Proc. of IEEE International Conference on Image Processing (ICIP'08), pp. 421-424, October 12-15, San Diego, California, USA, 2008. Work Under NSF REU Funding [PDF] |
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| Xiaojun Qi and Ran Chang, "A Fuzzy Statistical Correlation-Based Approach to Content-Based Image Retrieval," Proc. of IEEE International Conference on Multimedia and Expo (ICME'08), pp. 1265-1268, June 23-26, Hannover, Germany, 2008. [PDF] |
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| Jacob Linenthal and Xiaojun Qi, "An Effective Noise-Resilient Long-Term Semantic Learning Approach to Content-Based Image Retrieval," Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'08), pp. 1213-1216, March 30-April 4, Las Vegas, Nevada, USA, 2008. Work Under NSF REU Funding [PDF] |
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Elliot First and Xiaojun Qi, "A Composite Approach for Blind Grayscale Logo Watermarking," Proc. of IEEE International Conference on Image Processing (ICIP'07), Vol. 3, pp. 265-268, Sept. 16-19, San Antonio, Texas, USA, 2007. Work Under NSF REU Funding [PDF] |
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Xiaojun Qi and Ran Chang, "Image Retrieval Using Transaction-Based and SVM-Based Learning in Relevance Feedback Sessions," Proc. of International Conference on Image Analysis and Recognition (ICIAR'07), LNCS 4633, pp. 638-649, August 22-24, Montreal, Canada, 2007. [PDF] |
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Stephen Bialkowski, Zeb Johnson, Kathryn Morgan, Xiaojun Qi, and Donald H. Cooley, "A Non-Intrusive Approach to Gaze Estimation," Proc. of the 8th International Conference on Computer Vision, Pattern Recognition, and Image Processing (CVPRIP'07), July 18-24, Salt Lake City, UT, USA, 2007. Work Under CURI and NSF REU Funding [PDF] |
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Matthew Royal, Ran Chang, and Xiaojun Qi, "Learning From Relevance Feedback Sessions Using a K-Nearest-Neighbor-Based Semantic Repository," Proc. of IEEE International Conference on Multimedia and Expo (ICME'07), pp. 1994-1997, July 2-5, Beijing, China, 2007. Work Under NSF REU Funding [PDF] |
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Xiaojun Qi and Daniel Lewis, "QIM-Based Histogram-Preserving and High Capacity Steganography for JPEG Images", Proc. of International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV'07), June 25-28, Las Vegas, NV, USA, 2007. [PDF] |
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Xiaojun Qi, Carson Jones, and Scott Cannon, "A Simulation of Power-Aware Scheduling of Task Graphs to Multiple Processors," Proc. of the 18th IASTED Int. Conf. on Modelling and Simulation (MS'07), pp. 233-238, May 30-June 1, Montreal, Quebec, 2007. Work Under AFRL Funding [PDF] |
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Konstantin Shkurko and Xiaojun Qi, "A Radial Basis Function and Semantic Learning Space Based Composite Learning Approach to Image Retrieval," Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'07), Vol. 1, pp. 945-948, April 15-20, Honolulu, Hawaii, 2007. Work Under NSF REU Funding [PDF] |
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KokSheik Wong, Kiyoshi Tanaka, and Xiaojun Qi, "Graphical Comparative Study on DCT-Based Steganographic Methods," Proc. of IEEE International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS'06), pp. 883-886, Tottori, Japan, December 12-15, 2006. [PDF]
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Jonathan Weinheimer, Xiaojun Qi, and Ji Qi, "Towards a Robust Feature-Based Watermarking Scheme," Proc. of IEEE International Conference on Image Processing (ICIP'06), pp. 1401-1404, Atlanta, GA, Oct. 8-11, 2006. Work Under NSF REU Funding [PDF] |
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KokSheik Wong, Kiyoshi Tanaka, and Xiaojun Qi, "Multiple Message Embedding Using DCT Based Mod4 Steganographic Method," Proc. of International Workshop on Multimedia Content Representation, Classification, and Security (IWMRCS'06), LNCS 4105, pp. 57-65, Istanbul, Turkey, September 11-13, 2006. [PDF]
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Xiaojun Qi and Yinbing Ge, "A Real-Time Vision-Based Outdoor Navigation System for the Wheelchair Robot," Proc. of the 12th IASTED International Conference on Robotics and Applications (RA'06), Honolulu, Hawaii, August 14-16, 2006. Work Under CURI Funding [PDF]
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Manasi Datar and Xiaojun Qi, "Automatic Image Orientation Detection Using the Supervised Self-Organizing Map," Proc. of the 8th IASTED International Conference on Signal and Image Processing (SIP'06), Honolulu, Hawaii, August 14-16, 2006. [PDF] |
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Boyd McKinnon and Xiaojun Qi, "Adaptive Wavelet-Based Family Tree Quantization for Digital Image Watermarking," Proc. of the 8th IASTED International Conference on Signal and Image Processing (SIP'06), Honolulu, Hawaii, August 14-16, 2006. Work Under NSF REU Funding [PDF] |
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Michael Wacht, Juan Shan, and Xiaojun Qi, "A Short-Term and Long-Term Learning Approach for Content-Based Image Retrieval," Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'06), pp. 389-392, Toulouse, France, May 14-19, 2006. Work Under NSF REU Funding [PDF] |
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Yutao Han and Xiaojun Qi, "Machine-Learning-Based Image Categorization," Proc. of International Conference on Image Analysis and Recognition (ICIAR'05), LNCS 3656, pp. 585-592, Toronto, Canada, Sept. 28-30, 2005. [PDF]
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Xiaojun Qi and KokSheik Wong, "An Adaptive DCT-Based Mod-4 Steganographic Method," Proc. of IEEE International Conference on Image Processing (ICIP'05), Vol. II, pp. 297-300, Genova, Italy, Sept. 11-14, 2005. [PDF]
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Yutao Han and Xiaojun Qi, "A Complementary SVMs-Based Image Annotation System," Proc. of IEEE International Conference on Image Processing (ICIP'05), Vol. I, pp. 1185-1188, Genova, Italy, Sept. 11-14, 2005. [PDF]
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Xiaojun Qi and Ji Qi, "A Feature-Point-Based RST Resistant Watermarking Scheme," Proc. of the 7th IASTED International Conference on Signal and Image Processing (SIP'05), pp. 469-474, Honolulu, Hawaii, August 15-17, 2005. [PDF]
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Xiaojun Qi and Yinbing Ge, "A Real-Time Lane Extraction System for the Wheelchair Robot," Proc. of the 6th International Conference on Computer Vision, Pattern Recognition, and Image Processing (CVPRIP'05), pp. 754-757, Salt Lake City, Utah, USA, July 21-25, 2005. Work Under CURI funding [PDF] |
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Yutao Han and Xiaojun Qi, "Multi-category SVMs-based Image Categorization," Proc. of the 6th International Conference on Computer Vision, Pattern Recognition, and Image Processing (CVPRIP'05), pp. 632-635, Salt Lake City, Utah, USA, July 21-25, 2005. [PDF]
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Xiaojun Qi and Ji Qi, "Image Content-Based Geometric
Transformation Resistant Watermarking Approach," Proc. of IEEE International
Conference on Acoustics, Speech, and Signal Processing (ICASSP'05), Vol. 2, pp. 829-832, Philadelphia, PA, USA, March 18-23, 2005. [PDF]
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Xiaojun Qi and Hongxing Zheng, "A New Integrated Method for Shape Based Image Retrieval,"
Proc. of the 4th IASTED International Conference on Visualization, Imaging, and Image Processing (VIIP'04), pp. 369-373, Marbella, Spain, September 6-8, 2004. [PDF]
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Xiaojun Qi, "RST-Invariant Digital Watermarking Based on Template and
Log-Polar Mapping," Proc. of the 6th IASTED International Conference
on Signal and Image Processing (SIP'04),
pp. 42-46, Honolulu, Hawaii, August 23-25, 2004. [PDF]
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Xiaojun Qi and Yutao Han, "An Efficient Local Fuzzy Color and Global
Color-Texture Representation for Image Retrieval,"
Proc. of the 6th IASTED International Conference on Signal
and Image Processing (SIP'04), pp. 654-659, Honolulu, Hawaii, August 23-25, 2004. [PDF]
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Xiaojun Qi and Yutao Han, "An Integrated Global and Fuzzy Regional Approach
to Content-Based Image Retrieval," Proc. of IEEE International
Conference on E-Business and Telecommunication Networks (ICETE'04) -- Multimedia
Signal Processing, Vol. 3, pp. 339-344, Setubal, Portugal, August 25-28, 2004. [PDF]
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Rahman Tashakkori, John M. Tyler, Oleg S. Pianykh, and Xiaojun Qi, "Decorrelating Medical Image Sets with Lifting: A New Approach," Proc. of International Conference on Imaging Science, Systems, and Technology (CISST'04), pp. 336-341, Las Vegas, Nevada, June 21-24, 2004. [PDF]
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Xiaojun Qi and Ji Qi, "Improved Affine Resistant Watermarking by Using
Robust Templates," Proc. of IEEE International Conference on Acoustics,
Speech, and Signal Processing (ICASSP'04), Vol. 3, pp. 405-408, Montreal, Quebec, Canada, May 17-21, 2004. [PDF]
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Xiaojun Qi, "An Efficient Wavelet-based Watermarking Algorithm,"
Proc. of 2004 Hawaii International Conference on Computer Sciences,
pp. 383-388, Honolulu, Hawaii, Jan. 15-18, 2004. [PDF]
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Xiaojun Qi, "Shape Matching Using Wavelet Transform Modulus
Maxima," Proc. of 2004 Hawaii International Conference on Computer
Sciences, pp. 389-393, Honolulu, Hawaii, Jan. 15-18, 2004. [PDF]
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Xiaojun Qi, "Predication-Based Compression Ratio Boundaries for Medical Images," Proc. of the 5th International Conference on Computer Vision,
Pattern Recognition, and Image Processing (CVPRIP'03), pp. 716-719, Cary, North
Carolina, Sept. 26-30, 2003. [PDF]
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Xiaojun Qi, "Object Contour Matching Using the Biorthogonal Wavelet Transform," Proc. of the 5th International Conference on Computer Vision,
Pattern Recognition, and Image Processing (CVPRIP'03), pp. 668-671, Cary, North Carolina, Sept. 26-30, 2003. [PDF]
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Xiaojun Qi and John M. Tyler,"Linear-Prediction-Based Multi-resolution Approach for Lossless Image Compression," Proc. of SCI/ISAS on Image, Acoustic, Speech and Signal Processing (IASSP'03), Vol. IV, pp. 217-222, Orlando, Florida, July 27-30, 2003. [PDF]
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Xiaojun Qi and John M. Tyler, "Differentiation-based Multi-resolution Approach for Lossless Image Compression," Proc. of IEEE Data Compression Conference (DCC'03), pp. 445, Snowbird, UT, March 25-27, 2003. [PDF]
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Rahman Tashakkori, John M. Tyler, and Xiaojun Qi, "Effect of Scanning of Medical Images on the Performance of Lifting Schemes,"
Proc. of SPIE on Wavelet and Independent Component Analysis Application IX (SPIE'02), Vol. 4738, pp. 392-401, Orlando, Florida, April 1-5, 2002. [PDF]
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Xiaojun Qi, John M. Tyler, Oleg S. Pianykh, and Rahman Tashakkori, "Predictive Coding Integer Based Wavelet Transform Approach to Diagnostically Lossless Medical Image Volume Compression," Proc. of SCI/ISAS on Image, Acoustic, Speech and Signal Processing (IASSP'01), Vol. VI, pp. 375-379, Orlando, Florida, July 22-25, 2001. [PDF]
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Xiaojun Qi, John M. Tyler, and Oleg S. Pianykh, "Integer Wavelet Transformations with Predictive Coding Improves 3-D Similar Image Set Compression," Proc. of SPIE on Wavelet Application VIII (SPIE'01), Vol. 4391, pp. 238-249, Orlando, Florida, April 18 - 20, 2001. [PDF]
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Xiaojun Qi, John M. Tyler, and Oleg S. Pianykh, "Diagnostically Lossless Medical Image Compression via Wavelet-based Background Noise Removal," Proc. of SPIE on Wavelet Applications VII (SPIE'00), Vol. 4056, pp. 470-480, Orlando, Florida, April 26 - 28, 2000. [PDF]
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Gui Li, Chaowan Yin, and Xiaojun Qi, "Multidatabases Interoperating Technology in CIMS," Proceedings of IEEE 96 International Conference on Industrial Technology, Shanghai, China, 1996. (in Chinese)
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Jiguang Qi, Xiaojun Qi, and Xiangdong Xiao, "Intelligent Decision Support System Based on Object-Oriented Method," Proceedings of the 4th Annual Symposium on CIMS, Beijing, China, August 1996. (in Chinese)
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Gui Li, Chaowan Yin, and Xiaojun Qi, "Research and Implementation of Database Remote Procedure Call," Proceedings of the 13th Annual Symposium on Database, pp. 142 - 147, Harbin, China, 1995. (in Chinese)
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