Utah State
University

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Publications

Refereed Journal Articles

  • Hamidreza Farhadi Tolie, Mahammad Reza Faraji, and Xiaojun Qi, "Blind Quality Assessment of Screen Content Images Via Edge Histogram Descriptor and Statistical Moments," The Visual Computer, 2023. DOI Link, [PDF]

  • Meng Xu, Kuan Huang, and Xiaojun Qi, "A Regional-Attentive Multi-Task Learning Framework for Breast Ultrasound Image Segmentation and Classification," IEEE Access, pp. 5377-5392, 2023. [PDF] Work Under GRCO Grant.

  • Mohammadreza Javanmardi, Ziqi Song, and Xiaojun Qi, "A Fusion Approach to Detect Traffic Signs Using Registered Color Images and Noisy Airborne LiDAR Data," Applied Sciences, Vol. 11, No. 1, 309 (18 pages), 2021. DOI Link, [PDF] Work Under UDOC Grant.

  • Brendan Robeson, Mohammadreza Javanmardi, and Xiaojun Qi, "Object Tracking Using Temporally Matching Filters," IET Computer Vision, Vol. 15, No. 4, pp. 245-257, 2021. DOI Link, [PDF]

  • Wei Zhang, Jake Rhodes, Ankit Garg, Jon Takemoto, Xiaojun Qi, Sitaram Harihar, Cheng-Wei T Chang, Kevin Moon, and Anhong Zhou, "Label-Free Discrimination and Quantitative Analysis of Oxidative Stress Induced Cytotoxicity and Potential Protection of Antioxidants using Raman Micro-Spectroscopy and Machine Learning," Analytica Chimica Acta, Vol. 1128, September, pp. 221-230, 2020. DOI Link, [PDF]

  • Mohammadreza Javanmardi and Xiaojun Qi, "Appearance Variation Adaptation Tracker Using Adversarial Network," Neural Networks, No. 129, pp. 334-343, 2020. DOI Link, [PDF]

  • Mohammadreza Javanmardi, Amir Hossein Farzaneh, and Xiaojun Qi, "A Robust Structured Tracker Using Local Deep Features," Electronics, Vol. 9, No. 5, pp. 846-864, 2020. DOI Link, [PDF]

  • Amir Hossein Farzaneh and Xiaojun Qi, "Cross-Spectral Registration of Natural Images with SIPCFE," Machine Vision and Applications, Vol. 31, No. (1-2), Article Number 10, 2020. DOI Link, [PDF] Work Under Utah Water Research Laboratory MLF Grant.

  • Mohammadreza Javanmardi and Xiaojun Qi, "Structured Group Local Sparse Tracker," IET Image Processing, Vol. 13, No. 8, pp. 1391-1399, 2019. DOI Link, [PDF]

  • Mohammadreza Javanmardi, Ziqi Song, and Xiaojun Qi, "Automated Traffic Sign and Light Pole Detection in Mobile LiDAR Scanning Data," IET Intelligent Transport Systems, Vol. 13, No. 5, pp. 803-815, 2019. DOI Link,[PDF]Work Under Utah Department of Transportation (UDOT) Grant.

  • Mohammadreza Javanmardi and Xiaojun Qi, "Visual Tracking of Resident Space Objects via an RFS-based Multi-Bernoulli Track-Before-Detect Method," Machine Vision and Applications, Vol. 29, No. 7, pp. 1191-1208, October 2018. DOI Link, [PDF] Work Under USU Seed Program to Advance Research Collaborations (SPARC) Grant.

  • Mohammad Reza Faraji and Xiaojun Qi, "Face Recognition under Varying Illuminations with Multi-scale Gradient Maximum Response," Neurocomputing, Vol. 308, pp. 87-100, 2018. DOI Link, [PDF]

  • Han Zhang, Lifu Xiao, Qifei Li, Xiaojun Qi, and Anhong Zhou, "Microfluidic Chip for Non-Invasive Analysis of Tumor Cells Interaction with Anti-Cancer Drug Doxorubicin by AFM and Raman Spectroscopy," Biomicrofluidics, Vol. 12, 024119-1-13, 2018. DOI Link, [PDF]

  • Kazuki Minemura, KokSheik Wong, Xiaojun Qi, and Kiyoshi Tanaka, "A Scrambling Framework for Block Transform Compressed Image," Multimedia Tools and Applications, Vol. 76, pp. 6709-6729, 2017. DOI Link, [PDF]

  • Mohammad Reza Faraji, Xiaojun Qi, and Austin Jensen, "Computer Vision-Based Orthorectification and Georeferencing of Aerial Image Sets," Journal of Applied Remote Sensing, Vol. 10, No. 3, 036027, 2016. DOI Link, [PDF]. Work Under Utah Water Research Laboratory MLF Grant.

  • Liang Peng and Xiaojun Qi, "A Hierarchical Model to Learn Object Proposals and its Applications," Journal of Intelligent & Fuzzy Systems, Vol. 31, No. 5, pp. 2543-2551, 2016. DOI Link, Work Under Amazon Web Services Research Grant.

  • Mohammad Reza Faraji and Xiaojun Qi, "Face Recognition under Varying Illuminations Using Logarithmic Fractal Dimension-based Complete Eight Local Directional Patterns," Neurocomputing, No. 199, pp. 16-30, 2016. DOI Link, [PDF]

  • Jiandong Tian, Xiaojun Qi, Liangqiong Qu, and Yandong Tang, "New Spectrum Ratio Properties and Features for Shadow Detection," Pattern Recognition, Vol. 51, pp. 85-96, 2016. DOI Link, [PDF]

  • Qifei Li, Edison Suasnavas, Lifu Xiao, Sierra Heywood, Xiaojun Qi, Anhong Zhou, and Clay S. Isom, "Label-Free and Non-Invasive Monitoring of Porcine Trophoblast Derived Cells: Differentiation in Serum and Serum-Free Media," Journal of Biophotonics, Vol. 8, No. 8 (August), pp. 638-645, 2015. DOI Link, [PDF]

  • Xiaojun Qi and Xing Xin, "Singular-Value-Based Semi-Fragile Watermarking Scheme for Image Content Authentication with Tamper Localization," Journal of Visual Communication and Image Representation, Vol. 30, pp. 312-327, 2015. [PDF]

  • Lifu Xiao, Qian Chen, Yangzhe Wu, Xiaojun Qi, and Anhong Zhou, "Simultaneous Topographic and Recognition Imaging of Epidermal Growth Factor Receptor (EGFR) on Single Human Breast Cancer Cells," Biochimica et Biophysica Acta (BBA) - Biomembranes, Vol. 1848, pp. 1988-1995, 2015. [PDF]

  • SimYing Ong, KokSheik Wong, Xiaojun Qi, and Kiyoshi Tanaka, "Beyond Format-Compliant Encryption for JPEG Image," Signal Processing: Image Communication, Vol. 31, pp. 47-60, 2015. [PDF]

  • Mohammad Reza Faraji and Xiaojun Qi, "Face Recognition under Illumination Variations Based on Eight Local Directional Patterns," IET Biometrics, Vol. 4, No. 1, pp. 10-17, 2015. [PDF]

  • Mohammad Reza Faraji and Xiaojun Qi, "Face Recognition under Varying Illumination Based on Adaptive Homomorphic Eight Local Directional Patterns," IET Computer Vision, Vol. 9, No. 3, pp. 390-399, 2014. [PDF]

  • Mohammad Reza Faraji and Xiaojun Qi, "Face Recognition under Varying Illumination with Logarithmic Fractal Analysis," IEEE Signal Processing Letters, Vol. 21, No. 12, pp. 1457-1461, December 2014. [PDF]

  • Xiaojun Qi and Ran Chang, "A Scalable Graph-Based Semi-Supervised Ranking System for Content-Based Image Retrieval," International Journal of Multimedia Data Engineering and Management, Vol. 4, No. 4, pp. 15-34, 2013. DOI Link, [PDF]

  • Zhongmiao Xiao and Xiaojun Qi, "Complementary Relevance Feedback-Based Content-Based Image Retrieval," Multimedia Tools and Applications, 2013. DOI: 10.1007/s11042-013-1693-4. [PDF]

  • Beijie Xu, Mimi Recker, Xiaojun Qi, Nicholas Flann, and Lei Ye, "Clustering Educational Digital Library Usage Data: A Comparison of Latent Class Analysis and K-Means Algorithms," Journal of Educational Data Mining, Vol. 5, No. 2, pp. 38-68, 2013. [PDF]

  • Gerald McEwen, Yangzhe Wu, Mingjie Tang, Xiaojun Qi, Zhongmiao Xiao, Sherry Baker, Tian Yu, Timothy Gilbertson, Daryll DeWald, and Anhong Zhou, "Subcellular Spectroscropic Markers, Topography and Nanomechanics of Human Lung Cancer and Breast Cancer Cells Examined by Combined Confocal Raman Microspectroscopy and Atomic Force Microscopy," Analyst, Vol. 138, No. 3, pp. 787-797, 2013. DOI Link. Epub 2012 Nov 27. Work under VPR Research Catalyst (RC) Seed Grant. [PDF]

  • Xiaojun Qi, Samuel Barrett, and Ran Chang, "A Noise-Resilient Collaborative Learning Approach to Content-Based Image Retrieval," International Journal of Intelligent Systems, Vol. 26, No. 12, pp. 1153-1175, 2011. Work Under NSF REU Grant. [PDF]

  • 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). [PDF]

  • 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. [PDF]

  • 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. [PDF]

  • Xiaojun Qi and Ji Qi, "A Desynchronization Resilient Watermarking Scheme," Transactions on Data Hiding and Multimedia Security, LNCS 5510, pp. 29-48, 2009. [PDF]

  • 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 Grant. [PDF]

  • 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] [PDF]

  • 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]

  • KokSheik Wong, Xiaojun Qi, and Kiyoshi Tanaka, "A DCT-Based Mod4 Steganographic Method," Signal Processing, Vol. 87, No. 6, pp. 1251-1263, 2007. [PDF]

  • Xiaojun Qi and Ji Qi, "A Robust Content-Based Digital Image Watermarking Scheme," Signal Processing, Vol. 87, No. 6, pp. 1264-1280, 2007. [PDF]

  • Xiaojun Qi and Yutao Han, "Incorporating Multiple SVMs for Automatic Image Annotation," Pattern Recognition, Vol. 40, No. 2, pp. 728-741, 2007. [PDF]

  • 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] .

  • 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 Grant. [PDF]

  • 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)

  • UTC Report

  • Sattar Dorafshan, Mac Maguire, and Xiaojun Qi, "Automatic Surface Crack Detection in Concrete Structures Using OTSU Tresholding and Morphological Operations," CEE Faculty Publications. Paper 1234. 2016.

  • Book Chapters

  • 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. [PDF]

  • Refereed Conference Articles

  • Qiuxiao Chen and Xiaojun Qi, "Residual Graph Convolutional Network for Bird's-Eye-View Semantic Segmentation," Winter Conference on Applications of Computer Vision (WACV'24), pp. 3324-3331, January 4-8, Waikoloa, Hawaii, 2024. [PDF]

  • Soheila Farokhi, Aswani Yaramal, Jiangtao Huang, Muhammad Fawad Akbar Khan, Xiaojun Qi, and Hamid Karimi, "Enhancing the Performance of Automated Grade Prediction in MOOC using Graph Representation Learning," the 10th IEEE International Conference on Data Science and Advanced Analytics (DSAA'23), October 9-13, Thessaloniki, Greece, 2023. [PDF]

  • Qiuxiao Chen, Huang-Shuo Tai, Pengfei Li, Ke Wang, and Xiaojun Qi, "BEVSeg: Geometry and Data-Driven Based Multi-view Segmentation in Bird's-Eye-View," the 14th International Conference on Computer Vision Systems (ICVS'23), pp. 432-443, September 27-29, Vienna, Austria, 2023.

  • Qiuxiao Chen, Xiaojun Qi, and Ziqi Song, "Real-time Hierarchical Soft Attention-based 3D Object Detection in Point Clouds," IEEE International Conference on Pattern Recognition (ICPR'22), pp. 2928-2934, August 21-25, Montréal, Québec, Canada, 2022. [PDF]

  • Meng Xu, Kuan Huang, and Xiaojun Qi, "Multi-task Learning with Context-Oriented Self-Attention for Breast Ultrasound Image Classification and Segmentation," IEEE 19th International Symposium on Biomedical Imaging (ISBI'22), March 28-31, Virtual, 2022. DOI Link, [PDF]

  • Kuan Huang, Meng Xu, and Xiaojun Qi, "NGMMs: Neutrosophic Gaussian Mixture Models for Breast Ultrasound Image Classification," 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'21), pp. 3943-3947, November 1-5, Virtual 2021. DOI Link, [PDF]

  • Qiuxiao Chen, Pengfei Li, Meng Xu, Xiaojun Qi, "Sparse Activation Maps for Interpreting 3D Object Detection," IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW'21): Safe Artificial Intelligence for Automated Driving (SAIAD'21), pp. 76-84, June 19-25, Virtual, 2021. [PDF]

  • Meng Xu, Kuan Huang, Qiuxiao Chen, Xiaojun Qi, "MSSA-Net: Multi-Scale Self-Attention Network for Breast Ultrasound Image Segmentation," The IEEE 18th International Symposium on Biomedical Imaging (ISBI'21), pp. 827-831, April 13-16, Virtual, 2021. [PDF]

  • Amir Hossein Farzaneh and Xiaojun Qi, "Facial Expression Recognition in the Wild via Deep Attentive Center Loss," Winter Conference on Applications of Computer Vision (WACV'21), pp. 2402-2411, January 5-9, Virtual, 2021. [PDF], [Github]

  • Amir Hossein Farzaneh and Xiaojun Qi, "Discriminant Distribution-Agnostic Loss for Facial Expression Recognition in the Wild," IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW'20) , 9 pages, June 14-19, Seattle (virtual), USA, 2020. [PDF]

  • Amir Hossein Farzaneh, Yanghee Kim, Mengxi Zhou, and Xiaojun Qi, "Developing a Deep Learning-Based Affect Recognition System for Young Children," International Conference on Artificial Intelligence in Education (AIED'19), Vol. 2, pp. 73-78, June 25-29, Chicago, USA, 2019. [PDF]

  • Mohammadreza Javanmardi and Xiaojun Qi, "Robust Structured Multi-task Multi-view Sparse Tracking," IEEE International Conference on Multimedia and Expo (ICME'18), July 23-27, San Diego, USA, 2018. [PDF]

  • Amir Hossein Farzaneh and Xiaojun Qi, "Optimized Feature-Based Image Registration for RGB and NIR Pairs," IEEE International Conference on Multimedia and Expo (ICME'18), July 23-27, San Diego, USA, 2018. [PDF]

  • Liang Peng and Xiaojun Qi, "Temporal Objectness: Model-Free Learning of Object Proposals in Video," IEEE International Conference on Image Processing (ICIP'16), pp. 3663-3667, September 25-28, Phoenix, AZ, USA, 2016. [PDF]

  • Hongkai Yu, Min Xian, and Xiaojun Qi, "Unsupervised Co-Segmentation Based on a New Global GMM Constraint in MRF," IEEE International Conference on Image Processing (ICIP'14), pp. 4412-4416, October 27-30, Paris, France, 2014. [PDF]

  • Hongkai Yu and Xiaojun Qi, "Unsupervised Cosegmentation Based on Superpixel Matching and FASTGRABCUT," IEEE International Conference on Multimedia and Expo (ICME'14), July 14-18, Chengdu, China, 2014. [PDF]

  • Liang Peng, Yimin Yang, Xiaojun Qi, and Haohong Wang, "Highly Accurate Video Objection Identification Utilizing Hint Information," IEEE International Conference on Computing, Networking, and Communications (ICNC'14), February 3-6, Honolulu, Hawaii, USA, 2014. Work Under TCL Grant. [PDF]

  • Hemerson Pistori, Mauro Conti Pereira, Marco A. Alvarez, and Xiaojun Qi, "Open Source Tools and Project-Based Teaching As Enablers of Research Experience in Computer Vision Students," XLI Brazilian Congress of Education in Engineering (COBENGE'13), September 23-26, Gramado, RS, Brazil, 2013. [PDF]

  • Ran Chang and Xiaojun Qi, "A Hierarchical Manifold Subgraph Ranking System for Content-Based Image Retrieval," IEEE Int. Conf. on Multimedia and Expo (ICME'13), July 15-19, San Jose, California, 2013. [PDF]

  • Zhongmiao Xiao and Xiaojun Qi, "Block-Based Long-Term Content-Based Image Retrieval Using Multiple Features," IEEE Int. Conf. on Multimedia and Expo (ICME'13), July 15-19, San Jose, California, 2013. [PDF]

  • Xiaojun Qi and Jiyuan Wang, "A Localized Geometric-Distortion Resilient Digital Watermarking Scheme Using Two Kinds of Complementary Feature Points," IEEE Int. Conf. on Multimedia and Expo Workshops (ICMEW'13), July 15-19, San Jose, California, 2013. [PDF]

  • Mohammad Reza Faraji and Xiaojun Qi, "An Effective Neutrosophic Set-Based Preprocessing Method for Face Recognition," IEEE Int. Conf. on Multimedia and Expo Workshops (ICMEW'13), July 15-19, San Jose, California, 2013. [PDF]

  • Kazuki Minemura, Zahra Moayed, KokSheik Wong, Xiaojun Qi, and Kiyoshi Tanaka, "JPEG Image Scrambling Without Expansion in Bitstream Size," IEEE Int. Conf. on Image Processing (ICIP'12), pp. 261-264, Sept. 30-Oct. 3, Orlando, Florida, 2012. [PDF]

  • Ran Chang, Zhongmiao Xiao, KokSheik Wong, and Xiaojun Qi, "Learning a Weighted Semantic Manifold for Content-Based Image Retrieval," IEEE Int. Conf. on Image Processing (ICIP'12), pp. 2401-2404, Sept. 30-Oct. 3, Orlando, Florida, 2012. [PDF]

  • Robert Davis, Zhongmiao Xiao, and Xiaojun Qi, "Capturing Semantic Relationship Among Images in Clusters for Efficient Content-Based Image Retrieval," IEEE Int. Conf. on Image Processing (ICIP'12), pp. 1953-1956, Sept. 30-Oct. 3, Orlando, Florida, 2012. Work Under NSF REU Grant. [PDF]

  • 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," IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP'12), pp. 1033-1036, March 25-30, Kyoto, Japan, 2012. Work Under NSF REU Grant. [PDF]

  • KokSheik Wong, Simying Ong, Kiyoshi Tanaka, and Xiaojun Qi, "Bitstream Size Suppression for DCT-based Information Hiding Method," IEEE Int. Conf. on Intelligent Signal Processing and Communication Systems (ISPACS'11), pp. 1-5, Dec. 7-9, Chiangmai, Thailand, 2011. Best Paper Award in Signal Processing. [PDF]

  • 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. [PDF]

  • 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 Grant. [PDF]

  • 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 Grant. [PDF]

  • 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. [PDF]

  • 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. [PDF]

  • 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. [PDF]

  • 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 Grant. [PDF]

  • 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. [PDF]

  • 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 Grant. [PDF]

  • 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]

  • 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 Grant. [PDF]

  • 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 Grant. [PDF]

  • 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]

  • 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 Grant and NSF REU Grant. [PDF]

  • 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 Grant. [PDF]

  • 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]

  • 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 Grant. [PDF]

  • 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 Grant. [PDF]

  • 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]

  • 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 Grant. [PDF]

  • 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]

  • 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 Grant. [PDF]

  • 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]

  • 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 Grant. [PDF]

  • 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 Grant. [PDF]

  • 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]

  • 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]

  • 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]

  • 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]

  • 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 Grant. [PDF]

  • 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]

  • 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]

  • 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]

  • 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]

  • 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]

  • 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]

  • 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]

  • 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]

  • 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]

  • 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]

  • 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]

  • 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]

  • 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]

  • 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]

  • 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]

  • 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]

  • 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]

  • 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]

  • 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)

  • 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)

  • 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)

  • Refereed Workshop Articles

  • Supriyo Sadhya and Xiaojun Qi, "omplementary Attention-Based Deep Learning Detection of Fake Face," 7th International Workshop on Big Data Analytics for Cyber Intelligence and Defense (BDA4CID 2023) under IEEE International Conference on Big Data (BigData'23), pp. 3644-3649, Dec. 15-18, Sorrento, Italy, 2023.


  • Poster Presentations

     
  • Ray Naegle and Xiaojun Qi, "Geometric and Removal Attack Resistant Watermarking in the Wavelet Domain," Undergraduate Poster Presented at the 83rd Annual Meeting of the West Virginia Academy of Science, Fairmont State University, April, 2008. Work Under NSF REU Grant. The Winner of the Undergraduate Poster Presentation. [Poster]


  • Dissertation

     
  • Xiaojun Qi, "Compression of 3-D Magnetic Resonance Brain Images," Ph.D. Dissertation, Louisiana State University, December, 2001.



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    It was last maintained on January 10, 2023.