Publications

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Books

  • W. E. Snyder, H. Qi, Machine Vision, Cambridge University Press, New York, January 2004.

Refereed Journals

  • Alireza Rahimpour, Hairong Qi, David Fugate, Teja Kuruganti, "Non-intrusive energy disaggregation using non-negative matrix factorization with sum-to-k constraint," IEEE Transactions on Power Systems, Accepted January 2017.
  • Yang Song, Wei Wang, Zhifei Zhang, Hairong Qi, Yilu Liu, "Multiple event detection and recognition for large-scale power systems through cluster-based sparse coding," IEEE Transactions on Power Systems, Accepted January 2017.
  • Yang Song, Xie Xie, Jiajia Luo, Peter K. Liaw, Hairong Qi, Yanfei Gao, "Seeing the unseen: Uncover the bulk heterogeneous deformation processes in metallic glasses through surface temperature decoding," Materials Today, Accepted December 2016.
  • Zhifei Zhang, Yang Song, Haochen Cui, Jayne Wu, Fernando Schwartz, Hairong Qi, "Topological analysis and Gaussian decision tree: Effective representation and classification of biosignals of small sample size," IEEE Transactions on Biomedical Engineering, Accepted November 2016.
  • Zhibo Wang, Honglong Chen, Qing Cao, Hairong Qi, Zhi Wang, Qian Wang, "Achieving location error tolerant barrier coverage for wireless sensor networks," Elsevier Journal on Computer Networks, 112:314-328, January, 2017.
  • Shuangjiang Li, Hairong Qi, "A Douglas-Rachford splitting approach to compressed sensing image recovery using low-rank regularization," IEEE Transactions on Image Processing, 24(11):4240-4249, November 2015. (pdf)
  • Pratik Biswas, Sangwoo Moon, Hairong Qi, Anind Dey, "Computational frameworks for context-aware hybrid sensor fusion," International Journal of Image and Data Fusion, September 2015. (pdf)
  • Li He, Hairong Qi, Russell Zaretzki, "Image color transfer to evoke different emotions based on color combinations," Signal, Image and Video Processing, 9(8): 1965-1973, September 2015. (pdf)
  • Zhibo Wang, Jilong Liao, Qing Cao, Hairong Qi, Zhi Wang, "Friendbook: A semantic-based friend recommendation system for social networks," Accepted by IEEE Transactions on Mobile Computing, 14(3):538-551, March 2015. (pdf)
  • Sisi Xiong, Yanjun Yao, Shuangjiang Li, Qing Cao, Tian He, Hairong Qi, Leon Tolbert, Yilu Liu, "kBF: Towards approximate and bloom filter based key-value storage for cloud computing systems," IEEE Transactions on Cloud Computing, Accepted December 2014.
  • Yanjun Yao, Sisi Xiong, Hairong Qi, Yilu Liu, Leon Tolbert, Qing Cao, "Efficient histogram estimation for smart grid data processing with loglog-BF," IEEE Transactions on Smart Grid, 6(1):199-208, January 2015. (pdf)
  • J. Luo, W. Wang, H. Qi, "Spatio-temporal feature extraction and representation for RGB-D human action recognition", Pattern Recognition Letters, 50(1):139-148, December 2014.
  • Jilong Liao, Zhibo Wang, Qing Cao, Hairong Qi, "Smart diary: A smartphone-based framework for inference and prediction of users' behaviors," IEEE Sensors Journal, 15(5):2761-2773, July 2014.
  • Zhibo Wang, J. Liao, Q. Cao, H. Qi, Zhi Wang, "Achieving k-barrier coverage in hybrid directional sensor networks," IEEE Transactions on Mobile Computing, 13(7):1443-1455, July 2014.
  • W. Wang, L. He, P. Markham, H. Qi, Y. Liu, Q. Cao, L. Tolbert, "Multiple event detection and recognition through sparse unmixing for high-resolution situational awareness in power grid," IEEE Transactions on Smart Grid, 5(4):1654-1664, July 2014. (pdf)
  • M. Karakaya, H. Qi, "Collaborative localization in visual sensor networks," ACM Transactions on Sensor Networks, 10(2):18:1--18:24, January 2014. (pdf)
  • J. Luo, W. Wang, H. Qi, "Feature extraction and representation for distributed multi-view human action recognition," IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 3(2):145-154, June 2013.
  • M. Chen, X. Wang, H. Qi, M. Shankar, "Adaptive response time control for metadata matching in information dissemination systems," Elsevier Journal of Systems Architecture, 58(10):412-425, November 2012.
  • J. Luo, G. Wang, H. Qi, Y. Yokoyama, P. K. Liaw, A. Inoue, "Interpreting temperature evolution of a bulk-metallic glass during cyclic loading through spatial temporal modeling," Intermetallics, 29:1-13, October 2012.
  • M. Karakaya, H. Qi, "Coverage estimation for crowded targets in visual sensor networks," ACM Transactions on Sensor Networks, 8(3), pages: 26:1-26:22, July 2012. (pdf)
  • S. Moon, H. Qi, "A hybrid dimensionality reduction method based on support vector machine and independent component analysis," IEEE Transactions on Neural Networks and Learning Systems, 23(5):749-761, May 2012. (pdf)
  • Z. Tu, Q. Wang, H. Qi, Y. Shen, "Flocking based sensor deployment in mobile sensor networks," Computer Communications, 35(7):849-860, April 2012.
  • Z. Tu, Q. Wang, H. Qi, Y. Shen, "Flocking based distributed self-deployment algorithms in mobile sensor networks," Journal of Distributed and Parallel Computing, 72(3):437-449, March 2012.
  • H. Qi, X. Wang, L. M. Tolbert, F. Li, F. Z. Peng, P. Ning, M. Amin, "A resilient real-time system design for a secure and reconfigurable power grid," IEEE Transactions on Smart Grid, 2(4):770-781, December 2011. (pdf)
  • H. Qi, L. Kong, C. Wang, L. Miao, "A hand-held mosaicked multispectral imaging device for early stage pressure ulcer detection," Springer Journal of Medical Systems, 35(5): 895-904, October 2011. doi:10.1007/s10916-010-9508-x
  • D. Yi, C. Wang, H. Qi, L. Kong, F. Wang, A. Adibi, "Real-time multispectral imager for home-based health care," IEEE Transactions on Biomedical Engineering, 58(3):736-740, March 2011. Epub 2010 September 27. doi:10.1109/TBME.2010.2077637.
  • Y. Bai, H. Qi, "Feature-based image comparison for semantic neighbor selection in resource-constrained visual sensor networks," Eurasip Journal on Image and Video Processing (IVP), vol. 2010, Article ID 469563, 11 pages, 2010. doi: 10.1155/2010/469563. (pdf)
  • T. G. Hallam, A. Raghavan, H. Kolli, D. T. Dimitrov, P. Federico, H. Qi, G. F. McCracken, M. Betke, J. K. Westbrook, K. Kennard, T. H. Kunz, "Dense and sparse aggregations in complex motion: Video coupled with simulation modeling," Elsevier Journal on Ecological Complexity, 211:1-6, 2009.
  • O. Arazi, H. Qi, "On calculating multiplicative inverses modulo 2^m," IEEE Transactions on Computers, 57(10):1435-1438, October 2008.
  • P. K. Biswas, H. Qi, Y. Xu, "Mobile-agent-based collaborative sensor fusion," Information Fusion, Elsevier 9(3):399-411, July 2008. [25 hottest (most downloaded) articles, ranked 22nd]
  • Y. Xu, H. Qi, "Mobile agent migration modeling and design for target tracking in wireless sensor networks," Ad Hoc Networks (Elsevier) Journal, 6(1):1-16, January 2008.
  • L. Miao, H. Qi, H. Szu, "A maximum entropy approach to unsupervised mixed pixel decomposition," IEEE Transactions on Image Processing, 16(4):1008-1021, April 2007. (pdf) ([[Media:download)
  • L. Miao, H. Qi, "Endmember extraction from highly mixed data using minimum volume constrained non-negative matrix factorization," IEEE Transactions on Geoscience and Remote Sensing, 45(3):765-777, March 2007. (Highest Impact Paper Award) (pdf) (download)
  • Y. Xu, H. Qi, "Dynamic mobile agent migration in wireless sensor networks," International Journal of Ad Hoc and Ubiquitous Computing, 2(1/2):73-82, 2007.
  • H. Du, H. Qi, X. Wang, "Comparative study of VLSI solutions to independent component analysis," IEEE Transactions on Industrial Electronics, 54(1):548-558, February, 2007.
  • C. H. Wang, W. Kuo, H. Qi, "An integrated approach for process monitoring using wavelet analysis and a competitive neural network," International Journal of Production Research, 45(1):227-244, 2007.
  • H. Du, H. Qi, "A reconfigurable FPGA system for parallel independent component analysis," EURASIP Journal on Embedded Systems, vol. 2006, Article ID 23025, pp. 1-12, 2006. (pdf)
  • S. Venkataraman, M. J. Doktycz, H. Qi, J. L. Morrell-Falvey, "Automated analysis of fluorescence microscopy images to identify protein-protein interactions," International Journal of Biomedical Imaging, vol. 2006, Article ID 69851, pp. 1-10, 2006.
  • O. Arazi, H. Qi, "Load-balanced key establishment methodologies in wireless sensor networks," International Journal of Security and Networks (IJSN), Special Issues in Sensor Networks, 1(3/4):158-166, 2006.
  • L. Miao, H. Qi, R. Ramanath, W. E. Snyder, "Binary tree-based generic demosaicking algorithm for multispectral filter arrays," IEEE Transactions on Image Processing, 15(11):3550-3558, November, 2006. (pdf)
  • L. Miao, H. Qi, "The design and evaluation of a generic method for generating mosaicked multispectral filter arrays," IEEE Transactions on Image Processing, 15(9):2780-2791, September, 2006. (pdf)
  • S. Venkataraman, D. P. Allison, H. Qi, J. L. Morrell-Falvey, N. L. Kallewaard, J. E. Crowe Jr., M. J. Doktycz, "Automated image analysis of atomic force microscopy images of rotavirus particles," Ultramicroscopy, 106(8-9):829-837, June-July, 2006.
  • B. Arazi, I. Elhanany, O. Arazi, H. Qi, "Revisiting public key cryptography for wireless sensor network," IEEE Computer Magazine, pages 85-87, November 2005.
  • Y. Xu, H. Qi, "Distributed computing paradigms for multi-sensor data fusion in sensor networks," Journal of Parallel and Distributed Computing, 64(8):945-959, August 2004.
  • H. Qi, W. E. Snyder, "Infrared imaging learns from camera industry (Invited Paper)," Laser Focus World, pages 78-82, July 2004.
  • Q. Wu, N. S. V. Rao, J. Barhen, S. S. Iyengar, V. K. Vaishnavi, H. Qi, K. Chakrabarty, "On computing mobile agent routes for data fusion in distributed sensor networks," IEEE Transactions on Knowledge and Data Engineering, 16(6):740-753, June 2004.
  • H. Qi, Y. Xu, X. Wang, "Mobile-agent-based collaborative signal and information processing in sensor networks," Proceedings of the IEEE, 91(8):1172-1183, August 2003. (pdf)
  • H. Qi, X. Wang, S. S. Iyengar, K. Chakrabarty, "High performance sensor integration in distributed sensor networks using mobile agents," International Journal of High Performance Computing Applications, 16(3):325-335, Fall, 2002.
  • H. Qi, P. T. Kuruganti, Y. Xu, "The development of localized algorithms in wireless sensor networks (Invited Paper)," Sensors Journal, 2(7): 270-285, July 2002.
  • K. Chakrabarty, S. S. Iyengar, H. Qi, E. Cho, "Grid coverage for surveillance and target location in distributed sensor networks," IEEE Transactions on Computers, 51(12): 1448 1453, December 2002.
  • H. Qi, S. S. Iyengar, K. Chakrabarty, "Multi-resolution data integration using mobile agents in distributed sensor networks," IEEE Transactions on Systems, Man, and Cybernetics Part C: Applications and Reviews, 31(3): 383-391, August 2001.
  • S. S. Iyengar, K. Chakrabarty, H. Qi, "Introduction to special issue on `distributed sensor networks for real-time systems with adaptive configuration'," Journal of the Franklin Institute, 338(6): 651-653, 2001
  • H. Qi, S. S. Iyengar, K. Chakrabarty, "Distributed sensor networks - a review of recent research," Journal of the Franklin Institute, 338: 655-668, 2001. (Most downloaded article in Journal of the Franklin Institute (ranked #5))
  • H. Qi, W. E. Snyder, D. Marchette, "An efficient approach to segment man-made targets from unmanned aerial vehicle imagery," Optical Engineering, 39(5): 1267-1274, May 2000.
  • W. E. Snyder, H. Qi, L. Elliott, J. Head, C. X. Wang, "Increasing the effective resolution of thermal infrared images," IEEE Engineering in Medicine and Biology Magazine, 19(3): 63-70, May/June 2000.
  • H. Qi, W. E. Snyder, "Content-based image retrieval in picture archiving and communications systems," J. of Digital Imaging, 12(2): 81-82, Suppl 1 (May), 1999.

Conference Papers

Collaborative Information Processing

  • Z.B. Wang, H. Chen, Q. Cao, H. Qi, Z. Wang, "Fault tolerant barrier coverage for wireless sensor networks," The 33rd Annual IEEE International Conference on Computer Communications (INFOCOM), Toronto, Canada, April 27 - May 2, 2014.
  • B. Johnson, H. Qi, J. Isaacs, "Optimizing coverage of three-dimensional wireless sensor network by means of photon mapping," Winter Simulation Conference (WSC), Washington, DC, December 8-11, 2013.
  • S. Li, H. Qi, "Pattern-based compressed phone sensing," IEEE GlobalSIP Symposium on Controlled Sensing for Inference: Applications, Theory and Algorithms, pages 169-172, Austin, TX, December 3-5, 2013.
  • W. Wang, J. Luo, H. Qi, "Action recognition across cameras by exploring reconstructable paths," Seventh ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC)} Palm Springs, CA, October 29 - November 1, 2013.
  • W. Wang, L. He, P. Markham, H. Qi, Y. Liu, "Detection, recognition, and localization of multiple attacks through event unmixing," IEEE International Conference on Smart Grid Communications (SmartGridComm), pages 73-38, Vancouver, Canada, October 21-24, 2013.
  • Z.B. Wang, J. Liao, Q. Cao, H. Qi, Z. Wang, "Barrier coverage in hybrid directional sensor networks," The 10th IEEE International Conference on Mobile Ad-hoc and Sensor Systems (MASS), Hangzhou, China, October 14-16, 2013.
  • S. Li, H. Qi, "Distributed data aggregation for sparse recovery in wireless sensor networks," IEEE Int. Conf. on Distributed Computing in Sensor Systems (DCOSS), pages 62-69, Cambridge, MA, May 21-23, 2013.
  • Q. Cao, X. Wang, H. Qi, T. He, "r-Kernel: An operating system foundation for highly reliable networked embedded systems," The 30th International Conference on Computer Communications (INFOCOM), Shanghai, China, April 10-15, 2011.
  • H. Qi, Y. Liu, F. Li, J. Luo, L. He, K. Tomsovic, L. Tolbert, Q. Cao, "Increasing the resolution of wide-area situational awareness of the power grid through event unmixing," Hawaii International Conference on System Sciences (HICSS), 8 pages, Manoa, Hawaii, January 4-7, 2011.
  • M. Karakaya, H.Qi, "Fault Detection, Correction, and Tolerance for Collaborative Target Localization in Visual Sensor Networks" 4th ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC), Atlanta, GA, Aug 30-Sep 2, 2010.
  • J. Luo, H. Qi, "Distributed object recognition via feature unmixing," ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC), 8 pages, Atlanta, GA, August 31 - September 4, 2010.
  • D. Yang, H. Qi, "An effective decentralized nonparametric quickest detection approach," International Conference on Pattern Recognition (ICPR), pages 2278-2281, Istanbul, Turkey, August 23-26, 2010.
  • M. Karakaya, H.Qi, "Target Detection and Counting using a Progressive Certainty Map in Distributed Visual Sensor Networks" 3rd ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC), Como, Italy, Aug 30-Sep 2, 2009. (Best Paper Award)
  • S. Sahyoun, S. M. Djouadi, H. Qi, "Source localization using stochastic approximation and least squares methods" 2nd Mediterranean Conference on Intelligent Systems and Automation (CISA), Zarzis, Tunisia, March 23-25, 2009
  • Y. Sun, H. Qi, "Dynamic target classification in wireless sensor networks" International Conference on Pattern Recognition (ICPR), Tampa, FL, December 8-11, 2008.
  • C. Qian, H. Qi, "A distributed solution to detect targets in crowds using visual sensor networks" 2nd ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC), Stanford University, CA, September 7-11, 2008.
  • M. Chen, X. Wang, R. Gunasekaran, H. Qi, M. Shankar, "Control-based real-time metadata matching for information dissemination" IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), Kaohsiung, Taiwan, August 25-27, 2008.
  • C. Qian, H. Qi, "Coverage estimation in the presence of occlusions for visual sensor networks" International Conference on Distributed Computing in Sensor Systems (DCOSS), pages 346-356, Santorini Island, Greece, June 11-14, 2008.
  • R. Gunasekaran, H. Qi, "XLRP: Cross-layer routing prototol for wireless sensor networks" IEEE Wireless Communications and Networking Conference (WCNC), Las Vegas, March 31 - April 3, 2008.
  • O. Arazi, H. Qi, D. Rose, "A public key cryptographic method for denial of service mitigation in wireless sensor networks" Fourth IEEE International Conference on Sensor, Mesh and Ad Hoc Communications and Networks (SECON), San Diego, CA, June 18-21, 2007.
  • C. Beall, H. Qi, "Distributed self-deployment in visual sensor networks" Ninth International Conference on Control, Automation, Robotics and Vision (ICARCV), Singapore, December 5-8, 2006.
  • P. K. Biswas, H. Qi, Y. Xu, "A mobile-agent-based collaborative framework for sensor network applications" First IEEE International Workshop on Intelligent Systems Techniques for Wireless Sensor Networks (IST-WSN), in conjunction with the Third IEEE International Conference on Mobile Ad-hoc and Sensor Systems, (MASS), pages 650-655, Vancouver, Canada, October 9-12, 2006.
  • O. Arazi, I. Elhanany, D. Rose, H. Qi, B. Arazi, "Self-certified public key generation on the Intel Mote 2 sensor network platform (Poster)" Third Annual IEEE Conference on Sensor, Mesh and Ad Hoc Communications and Networks (SECON), pages 118-120, Reston, VA, September 25-28, 2006.
  • I. Elhanany, B. Arazi, O. Arazi, D. Rose, H. Qi, "Self-certified public key cryptography for resource-constrained sensor networks" Cyber Security and Information Infrastructure Research Workshop (CSIIRW), Oak Ridge National Laboratory, May 10-11, 2006.
  • Y. Xu, H. Qi, "Mobile agent migration algorithms for collaborative processing" The 1st IEEE International Conference on Networking, Sensing and Control (ICNSC), pages 825-830, Ft. Lauderdale, FL, April 23-25, 2006.
  • H. Du, H. Qi, D. W. Bouldin, "An application-oriented virtual microsensor integration platform" The 1st IEEE International Conference on Networking, Sensing and Control (ICNSC), pages 874-879, Ft. Lauderdale, FL, April 23-25, 2006.
  • Y. Xu, H. Qi, "On mobile agent itinerary for collaborative processing" IEEE Wireless Communications and Networking Conference (WCNC), vol. 4, pages 2324-2329, Las Vegas, NV, April 3-6, 2006.
  • Y. Liu, I. Elhanany, H. Qi, "An energy-efficient QoS-aware media access control (Q-MAC) protocol for wireless sensor networks" The 2nd IEEE International Conference on Mobile Ad-hoc and Sensor Systems (MASS), pages 189-191, Washington, D.C., November 7-19, 2005.
  • H. Qi, W. Zhang, L. M. Tolbert, "A resilient real-time agent-based system for a reconfigurable power grid" 13th International Conference on Intelligent Systems Application to Power Systems, pages 43-48, Arlington, VA, November 6-10, 2005.
  • O. Arazi, H. Qi, "Self-certified group key generation for ad hoc clusters in wireless sensor networks" IEEE International Conference on Computer Communications and Networks (ICCCN), pages 359 - 364, San Diego, CA, October 17-19, 2005.
  • L. Miao, H. Qi, F. Wang, "Biologically-inspired self-deployable heterogeneous mobile sensor networks" IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pages 2363 - 2368, Edmonton, Alberta, Canada, August 2-6, 2005.
  • X. Wang, H. Qi, "Sequential collaborative processing for energy efficiency and fault tolerance in unattended ground sensor networks" Unattended Ground Sensor Technologies and Applications VII at SPIE Defense and Security Symposium, vol. 5796, 12 pages, Orlando (Kissimmee), FL, March 28 - April 1, 2005.
  • L. Miao, H. Qi, F. Wang, "Self-deployable mobile sensor networks for on-demand surveillance" Sensors, and Command, Control, Communications, and Intelligence (C3I) Technologies for Homeland Security and Homeland Defense IV at SPIE Defense and Security Symposium, vol. 5778, 12 pages, Orlando (Kissimmee), FL, March 28 - April 1, 2005.
  • X. Wang, H. Qi, "Collaborative unknown target recognition in sensor networks" 19th National Conference on Artificial Intelligence (AAAI), Workshop on Sensor Networks, pages 26-32, San Jose, CA, July 26, 2004.
  • Y. Xu, H. Qi, "Decentralized reactive clustering for collaborative processing in sensor networks" IEEE 10th International Conference on Parallel and Distributed Systems (ICPADS), pages 54-61, Newport Beach, CA, July 7-9, 2004.
  • X. Wang, H. Qi, "Mobile agent based progressive multiple target detection in sensor networks" IEEE International Conference on Acoustic, Speech, and Signal Processing (ICASSP), vol. 2, pages 285-288, Montreal, Quebec, Canada, May 17-21, 2004.
  • F. Wang, H. Qi, "Collective intelligent information processing in large scale sensor networks" Sensors, Command, Control, Communications, and Intelligence (C3I) Technologies for Homeland Security and Homeland Defense at SPIE Defense and Security Symposium, vol. 5403, pages 469-476, Orlando (Kissimmee), FL, April 12-16, 2004.
  • Y. Xu, H. Qi, P. T. Kuruganti, "Mobile-agent-based computing model for collaborative processing in sensor networks" IEEE Global Telecommunications Conference (GLOBECOM), vol. 6, pages 3531 - 3535, Los Angeles, CA, December 2003.
  • X. Wang, H. Qi, H. Du "Distributed source number estimation for multiple target detection in sensor networks" IEEE Workshop on Statistical Signal Processing (SSP), pages 395-398, St. Louis, MO, September 28 - October 1, 2003.
  • H. Du, H. Qi, G. D. Peterson, "Modeling mobile-agent-based collaborative processing in sensor networks using generalized stochastic Petri nets" IEEE International Conference on Systems, Man and Cybernetics, vol. 1, pp. 563-568, Washington, D.C., October 5-8, 2003.
  • Y. Xu, H. Qi, "Performance evaluation of distributed computing paradigms in mobile ad hoc sensor networks" The 9th IEEE International Conference on Parallel and Distributed Systems (ICPADS), pages 451-456, Taiwan, December 2002.
  • X. Wang, H. Qi, S. S. Iyengar, "Collaborative multi-modality target classification in distributed sensor networks using mobile agent" Information Fusion, pages 285-290, Annapolis, MA, July 2002.
  • X. Wang, H. Qi, "Acoustic target classification using distributed sensor arrays" IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), vol. 4, page 4186, Orlando, FL, May 2002.
  • Y. Tian, H. Qi, X. Wang, "Target detection and classification using seismic signal processing in unattended ground sensor systems" IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), vol. 4, page 4172, Orlando, FL, May 2002.
  • H. Qi, X. Wang, S. S. Iyengar, K. Chakrabarty, "Multisensor data fusion in distributed sensor networks using mobile agents" Information Fusion, TuC2-11-16, Montreal, Canada, August 2001.
  • H. Qi, F. Wang, "Optimal itinerary analysis for mobile agents in ad hoc wireless sensor networks" The 13th International Conference on Wireless Communications, vol. 1, pages 147-153. Calgary, Canada, July 2001.
  • L. M. Tolbert, H. Qi, F. Z. Peng, "Scalable multi-agent system for real-time electric power management" IEEE Power Electronics Summer Meeting, vol. 3, pages 1676 - 1679, Vancouver, BC, Canada, July 2001.
  • K. Chakrabarty, S. S. Iyengar, H. Qi, E. Cho, "Coding theory framework for target location in distributed sensor networks" IEEE International Conference on Information Technology: Coding and Computing, pages 130-134, Las Vegas, NV, April 2001.
  • H. Qi, S. S. Iyengar, K. Chakrabarty, "Distributed multi-resolution data integration using mobile agents" IEEE Aerospace Conference, vol. 3, pages 1133-1141, Big Sky, MT, March 2001.

Image Processing and Pattern Recognition

  • Liu Liu, Alireza Rahimpour, Ali Taalimi, Hairong Qi, "End-to-end binary representation learning via direct binary embedding," IEEE International Conference on Image Processing (ICIP), Beijing, September 2017.
  • Alireza Rahimpour, Liu Liu, Ali Taalimi, Yang Song, Hairong Qi, "Person re-identification using visual attention," IEEE International Conference on Image Processing (ICIP), Beijing, September 2017.
  • Ali Taalimi, Liu Liu, Hairong Qi, "Addressing ambiguity in multi-target tracking by hierarchical strategy," IEEE International Conference on Image Processing (ICIP), Beijing, September 2017.
  • Ali Taalimi, Alireza Rahimpour, Liu Liu, Hairong Qi, "Multi-view task-driven recognition in visual sensor networks," IEEE International Conference on Image Processing (ICIP), Beijing, September 2017.
  • Zhifei Zhang, Yang Song, Hairong Qi, "Age progression/regression by conditional adversarial autoencoder," IEEE International Conference on Computer Vision and Pattern Recognition (CVPR)', Spotlight Presentation, 9.7% acceptance rate, 2017.
  • Liu Liu, Hairong Qi, "Learning effective binary descriptors via cross entropy," IEEE Winter Conference on Applications of Computer Vision (WACV), Santa Rosa, CA, March 27-29, 2017.
  • Alireza Rahimpour, Hairong Qi, "Feature encoding in band-limited distributed surveillance systems," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, March 5-9, 2017.
  • Liu Liu, Austin Albright, Alireza Rahimpour, Jiahui Guo, Hairong Qi, "Multivariate empirical mode decomposition based signal analysis and efficient-storage in smart grid," IEEE Global Conference on Signal and Information Processing (GlobalSIP), Washington, D.C., December 7-9, 2016.
  • Yang Song, Zhifei Zhang, Liu Liu, Alireza Rahimpour, Hairong Qi, "Dictionary reduction: Automatic compact dictionary learning for classification," The 13th Asian Conference on Computer Vision (ACCV), Taipei, Taiwan, November 20-24, 2016.
  • Zhifei Zhang, Yang Song, Wei Wang, Hairong Qi, "Derivative delay embedding: Online modeling of streaming time series," The 25th ACM International Conference on Information and Knowledge Management (CIKM), Indianapolis, IN October 24-28, 2016.
  • Alireza Rahimpour, Jiajia Luo, Hairong Qi, "Distributed object recognition in smart camera networks," ICIP, Phoenix, AZ, September 25-28, 2016.
  • Ali Taalimi, Cristian Capdevila, Alireza Rahimpour, Zhifei Zhang, Hairong Qi, "Robust coupling in space of sparse codes for multi-view recognition," ICIP, Phoenix, AZ, September 25-28, 2016.
  • Ali Taalimi, Hairong Qi, "Multimodal weighted dictionary learning," IEEE Advanced Video and Signal-based Surveillance (AVSS), Colorado Springs, CO, August 24-26, 2016.
  • Wei Wang, Kun Duan, Tai-Peng Tian, Ting Yu, Ser Nam Lim, Hairong Qi, "Visual tracking based on object appearance and structure preserved local patches matching," IEEE Advanced Video and Signal-based Surveillance (AVSS), Colorado Springs, Colorado, August 24-26, 2016.
  • Ying Qu, Rui Guo, Wei Wang, Bulent Ayhan, Chiman Kwan, Steven Vance, "Anomaly detection in hyperspectral images through spectral unmixing and low rank decomposition," International Geoscience and Remote Sensing Symposium (IGARSS), Beijing, China, July 10-15, 2016. (First Prize in Student Competition, out of 174 entries)
  • Wei Wang, Hairong Qi, "Learning patch-dependent kernel forests for person re-identification," IEEE Winter Conference on Applications of Computer Vision, Lake Placid, NY, March 7-9, 2016.
  • Rui, Guo, Hairong Qi, "Deep tree-structured face: A unified representation for facial biometrics," IEEE Winter Conference on Applications of Computer Vision, Lake Placid, NY, March 7-9, 2016.
  • Alireza Rahimpour, Hairong Qi, David Fugate, Teja Kurugani, "Non-intrusive load monitoring of HVAC components using signal unmixing," IEEE Global Conference on Signal & Information Processing (GlobalSIP) - Symposium on Signal Processing Applications in Smart Buildings, Orlando, FL, December 14-16, 2015.
  • Yang Song, Wei Wang, Zhifei Zhang, Hairong Qi, Yilu Liu, "Multiple event analysis for large-scale power systems through cluster-based sparse coding," IEEE International Conference on Smart Grid Communications (SmartGridComm), Miami, FL, November 2-5, 2015.
  • Ali Taalimi, Shahab Ensafi, Hairong Qi, Shijian Lu, Ashraf A. Kassim, Chew Lim Tan, "Multimodal dictionary learning and joint sparse representation for HEp-2 cell classification," 18th International Conference on Medical Image Computing and Computer Assisted Interventions (MICAAI), Munich, Germany, October 5-9, 2015.
  • Ali Taalimi, Hairong Qi, "From pagerank to confrank: multi-object tracking using confident detections and safe tracklets," IEEE International Conference on Image Processing (ICIP), Quebec City, Canada, September 27-30, 2015.
  • Rui Guo, Hairong Qi, "Facial feature parsing and landmark detection via low-rank matrix decomposition," IEEE International Conference on Image Processing (ICIP), Quebec City, Canada, September 27-30, 2015.
  • Shuangjiang Li, Wei Wang, Hairong Qi, Bulent Ayhan, Chiman Kwan, Steven Vance, "Low-rank tensor decomposition based anomaly detection for hyperspectral imagery," IEEE International Conference on Image Processing (ICIP), Quebec City, Canada, September 27-30, 2015. (specifically recognized as part of the "Top 10%" papers)
  • Zhifei Zhang, Yang Song, Haochen Cui, Jayne Wu, Hairong Qi, "Early mastitis diagnosis through topological analysis of biosignals from low-voltage alternate current," tThe 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Milan, Italy, August 25-29, 2015.
  • Ali Taalimi, Hairong Qi, "Online multi-modal task-driven dictionary learning and robust representation for visual tracking," IEEE International Conference on Advance Video- and Signal-based Surveillance, Karlsruhe, Germany, August 25-28, 2015.
  • Wei Wang, Shuangjiang Li, Hairong Qi, Bulent Ayhan, Chiman Kwan, Steven Vance, "Identify anomaly component by sparsity and low rank," IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensor (WHISPERS), Tokyo, Japan, June 2-5, 2015.
  • Rui Guo, Wei Wang, Hairong Qi, "Hyperspectral image unmixing using cascaded autoencoder," IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensor (WHISPERS), Tokyo, Japan, June 2-5, 2015. (Best Paper Award)
  • Wei Wang, Hairong Qi, "Real time multi-vehicle tracking and counting at Intersection from a fish eye camera," IEEE Winter Conference on Applications of Computer Vision,

Waikoloa Beach, HI, January 6-9, 2015.

  • Shuangjiang Li, Hairong Qi, "Compressed dictionary learning for detecting activations in fMRI using double sparsity," GlobalSIP - Information Processing for Big Data, Atlanta, December 2014.
  • Bruce Johnson, Hairong Qi, Jason Isaacs, Computing a heuristic solution to the watchman route problem by means of photon mapping within a 3D virtual environment testbed," AAAI Knowledge, Skill, and Behavior Transfer in Autonomous Robots Symposium (KSBT), Arlington, Virginia, November 13-15, 2014.
  • Shuangjiang Li, Hairong Qi, "Recursively low-rank and sparse recovery of surveillance video using compressed sensing," Eighth ACM/IEEE International Conference on Distributed Smart Cameras, Venezia, Italy, November 4-7, 2014.
  • Shuangjiang Li, Rui Guo, Li He, Wei Gao, Hairong Qi, Gina Owens, "Demo Abstract: MoodMagician - A pervasive and unobtrusive emotion sensing system using mobile phones for improving human mental health," ACM SenSys, Memphis, TN, November 3-6, 2014. ([[Media:|pdf]])
  • Liu Liu, Jidong Chai, Hairong Qi, Yilu Liu, "Power grid disturbance analysis using frequency information at the distribution level," IEEE International Conference on Smart Grid Communications (SmartGridComm), Venice, Italy, November 3-6, 2014.
  • Bruce Johnson, Hairong Qi, Jason Isaacs, "A comparative study of methods to solve the watchman route problem in a photon mapping-illuminated 3D virtual environment," IEEE Applied Imagery and Pattern Recognition Workshop (AIPR), Washington, DC, October 14-16, 2014.
  • Wei Wang, Shuangjiang Li, Hairong Qi, Bulent Ayhan, Chiman Kwan, Steven Vance, "Revisiting the preprocessing procedures for elemental concentration estimation based on CHEMCAM LIBS on MARS rover," 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), Lausanne, Switzerland, June 24-27, 2014.
  • Bruce Jonson, Jason Isaacs, Hairong Qi, "A photon-mapping informed Chan-Vese segmentation algorithm to enable multispectral sensing and path-planning in 3D virtual environments," 10th IEEE Workshop on Perception Beyond the Visible Spectrum (PBVS) in conjunction with CVPR 2014, Columbus, Ohio, June 23, 2014.
  • R. Guo, H. Qi, "Partially-sparse restricted Boltzman machine for background modeling and subtraction," The 12th International Conference on Machine Learning and Applications (ICMLA), Miami, FL, December 4-7, 2013.
  • J. Luo, W. Wang, H. Qi, "Group sparsity and geometry constrained dictionary learning for action recognition from depth maps," IEEE International Conference on Computer Vision (ICCV), Sydney, Australia, December 3-6, 2013.
  • L. He, H. Qi, R. Zaretzki, "Beta process joint dictionary learning for coupled feature spaces with application to single image super-resolution," Int. Conf. on Computer Vision and Pattern Recognition (CVPR), Portland, Oregon, June 23-28, 2013.
  • S. Moon, H. Qi, "Effective dimensionality reduction based on support vector machine," International Conference on Pattern Recognition (ICPR), pages 173-176, Istanbul, Turkey, August 23-26, 2010.
  • D. Yang, H. Qi, "A network intrusion detection method using independent component analysis" International Conference on Pattern Recognition (ICPR), Tampa, FL, December 8-11, 2008.
  • Y. Bai, H. Qi, "A new perspective on terahertz image reconstruction based on linear spectral unmixing" IEEE International Conference on Image Processing (ICIP), San Diego, CA, October 12-15, 2008. download
  • L. Miao, H. Qi, "A constrained non-negative matrix factorization approach to unmix highly mixed hyperspectral data" IEEE International Conference on Image Processing (ICIP), San Antonio, TX, September 16-19, 2007.
  • L. Miao, H. Qi, "A blind source separation perspective on image restoration" IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), pages 1-7, Minneapolis, MN, June 18-23, 2007.
  • H. Szu, L. Miao, H. Qi, "Unsupervised learning with mini free energy" Independent Component Analyses, Wavelets, Unsupervised Smart Sensors, and Neural Network IV at SPIE Defense and Security Symposium, 14 pages, Orlando (Kissimmee), FL, April 9-13, 2007.
  • L. Miao, H. Qi, R. Ramanath, "A generic binary tree-based progressive demosaicking method for multispectral filter array" IEEE International Conference on Image Processing (ICIP), pages 3221-3224, Atlanta, GA, October 8-11, 2006.
  • L. Miao, H. Qi, H. Szu, "Unsupervised decomposition of mixed pixels using the maximum entropy principle" International Conference on Pattern Recognition (ICPR), vol. 1, pages 1067-1070, Hong Kong, August 20-24, 2006. (Best Paper Award)
  • L. Miao, H. Qi, H. Szu, "A thermodynamic energy minimization approach to spectral unmixing of remote sensing imagery" IEEE International Geoscience and Remote Sensing Symposium, pages 1497-1500, Denver, Colorado, July 31 - August 4, 2006.
  • H. Du, H. Qi, X. Wang, "A parallel independent component analysis algorithm" IEEE International Conference on Parallel and Distributed System (ICPADS), vol. 1, 8 pages, Minneapolis, July 12-15, 2006.
  • L. Miao, H. Qi, R. Ramanath, "Generic MSFA mosaicking and demosaicking for multispectral cameras" IS&T/SPIE 18th Annual Symposium on Electronic Imaging, 10 pages, San Jose, CA, January 15-19, 2006.
  • G. Baone, H. Qi, "Demosaicking methods for multispectral cameras using mosaic focal plane array technology" IS&T/SPIE 18th Annual Symposium on Electronic Imaging, 13 pages, San Jose, CA, January 15-19, 2006.
  • B. Lakshminarayanan, H. Qi, "Civilian target detection using hierarchical fusion" The 34th IEEE Applied Imagery Pattern Recognition (AIPR) Workshop, pages 173-178, Washington, D.C., October 19-21, 2005.
  • H. Qi, L. Miao, H. Du, H. Szu, "Fast smart blind sources separation in mini-UAVs and its firmware implementation" AIAA Infotech@Aerospace Conference - Advancing Contemporary Aerospace Technologies and Their Integration, 9 pages, Arlington, VA, September 26-29, 2005.
  • H. Du, H. Qi, H. H. Szu, "Synthesis of sub-pixel jitter restoration on re-configurable FPGA platform for mini-UAV" Independent Component Analyses, Wavelets, Unsupervised Smart Sensors, and Neural Network III at SPIE Defense and Security Symposium, vol. 5818, 12 pages, Orlando (Kissimmee), FL, March 28 - April 1, 2005.
  • L. Miao, H. Qi, W. E. Snyder, "A generic method for generating multi-spectral filter arrays" IEEE International Conference on Image Processing (ICIP), 4 pages, Singapore, October 24-27, 2004.
  • H. Du, H. Qi, "An FPGA implementation of parallel ICA for dimensionality reduction in hyperspectral images" IEEE International Geoscience and Remote Sensing Symposium (IGARSS), vol. 5, pages 3257-3260, Anchorage, Alaska, September 20-24, 2004.
  • H. Du, H. Qi, G. D. Peterson, "Parallel ICA and its hardware implementation in hyperspectral image analysis (Invited Paper)" Independent Component Analyses, Wavelets, Unsupervised Smart Sensors, and Neural Network II at SPIE Defense and Security Symposium, vol. 5439, pages 74-83, Orlando (Kissimmee), FL, April 12-16, 2004.
  • R. Ramanath, W. E. Snyder, H. Qi, "Mosaic multispectral focal plane array cameras" Infrared Technology and Applications XXX} at SPIE Defense and Security Symposium, vol. 5406, 12 pages, Orlando (Kissimmee), FL, April 12-16, 2004.
  • H. Du, H. Qi, X. Wang, W. E. Snyder, R. Ramanath, "Band selection using independent component analysis for hyperspectral image processing" IEEE International Workshop on Applied Imagery Pattern Recognition (AIPR), pages 93-98, Washington, D.C., October 15-17, 2003.
  • R. Ramanath, W. E. Snyder, H. Qi, "Eigenviews for object recognition in multispectral imaging systems" IEEE International Workshop on Applied Imagery Pattern Recognition (AIPR), pages 33-38, Washington, D.C., October 15-17, 2003.
  • H. Qi, W. E. Snyder, "Image correction and fusion for large-area CCD sensor arrays" 5th International Conference on Computer Vision, Pattern Recognition, and Image Processing (CVPRIP)} in 7th Joint Conference on Information Sciences, page 756-759, Research Triangle Park, NC, September 2003.
  • H. Qi, W. E. Snyder, W. A. Sander, "Blind consistency-based steganography for information hiding in digital media" IEEE International Conference on Multimedia and Expo (ICME), vol. 1, pages 585-588, Lausanne, Switzerland, August 26-29, 2002.
  • X. Wang, H. Qi, "Face recognition using optimal non-orthogonal wavelet basis evaluated by information complexity" International Conference on Pattern Recognition (ICPR), vol. 1, pages 164-167, Quebec, Canada, August 2002.
  • H. Qi, W. E. Snyder, "Conditioning analysis of missing data estimation for large sensor arrays" IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), v2, pages 565-570, Hilton Head Island, SC, June 2000.
  • W. E. Snyder, H. Qi, W. Sander, "A hexagonal coordinate system" SPIE Medical Imaging: Image Processing, vol. 3661, Pt.1-2, pages 716-727, San Diego, CA, February 1999.
  • H. Qi, W. E. Snyder, G. L. Bilbro, "Missing data estimation by separable deblurring" Proceedings for the IEEE International Joint Symposia on Intelligence and Systems, pages 348-353, Rockville, MA, May 1998.
  • H. Qi, W. E. Snyder, G. L. Bilbro, "Comparison of mean field annealing and multiresolution analysis in missing data estimation" Computer Vision - ACCV'98: Third Asian Conference on Computer Vision, v1, pages 722-729, Hong Kong, China, January 8-10, 1998.
  • H. Qi, W. E. Snyder, G. L. Bilbro, "Using mean field annealing to solve anisotropic diffusion problems" IEEE International Conference on Image Processing (ICIP), v3, pages 352-355, Santa Barbara, CA, October 1997.

Biomedical Imaging

  • T. G. Hallam, A. Raghavan, D. T. Dimitrov, P. Federico, H. Qi, "Technology and simulation of bat population dynamics" Proc. Second IASTED International Conference on Environmental Modelling and Simulation, Editor: H. Tian, pages 113-117, ACTA Press. St. Thomas, USVI, USA, November 29 - December 1, 2006.
  • H. Szu, L. Miao, H. Qi, "Thermodynamic free-energy minimization for unsupervised fusion of dual-color infrared breast images" Independent Component Analyses, Wavelets, Unsupervised Smart Sensors, and Neural Network IV at SPIE Defense and Security Symposium, 12 pages, Orlando (Kissimmee), FL, April 17-21, 2006.
  • S. Venkataraman, J. L. Morrell-Falvey, M. J. Doktycz, H. Qi, "Automated image analysis of fluorescence microscopic images to identify protein-protein interactions" Proc. of the 27th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), pages 797-800, Shanghai, China, September 1-5, 2005.
  • H. Qi, N. A. Diakides, "Thermal infrared imaging in early breast cancer detection - A survey of recent research" Proc. of the 25th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), vol. 2, pages 1109-1112, Cacun, Mexico, September 17-21, 2003.
  • H. Qi, Z. Liu, C. Wang, "Breast cancer identification through shape analysis in thermal texture maps" Proc. of the 2nd Joint EMBS-BMES Conference, vol. 2, pages 1155-1156, Houston, TX, October 2002.
  • P. T. Kuruganti, H. Qi, "Asymmetry analysis in breast cancer detection using thermal infrared images" Proc. of the 2nd Joint EMBS-BMES Conference, vol. 2, pages 1129-1130, Houston, TX, October 2002.
  • H. Qi, P. T. Kuruganti, Z. Liu, "Early detection of breast cancer using thermal texture maps" IEEE International Symposium on Biomedical Imaging: Macro to Nano, pages 309-312, Washington, D. C., July 2002.
  • H. Qi, "Feature selection and kNN fusion in molecular classification of multiple tumor types" International Conference on Mathematics and Engineering Techniques in Medicine and Biological Sciences (METMBS), vol. II, pages 447-453, Las Vegas, NV, June 2002.
  • H. Qi, J. F. Head, "Asymmetry analysis using automatic segmentation and classification for breast cancer detection in thermograms" Proc. of the 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), vol. 3, pages 2866-2869, Istanbul, Turkey, October 2001.
  • H. Qi, W. E. Snyder, J. F. Head, R. L. Elliott, "Detecting breast cancer from infrared images by asymmetry analysis" Proceedings of the 22nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), vol. 2, pages 1227-1228, Chicago, July 2000.
  • H. Qi, W. E. Snyder, "Lesion detection and characterization in digital mammography by Bezier histograms" SPIE Medical Imaging: Image Processing, vol. 3661, Pt.1-2, pages 1521-1526, San Diego, CA, February 1999.