Cai, S., Moorhead, R. J., & Du, Q. (2011). Chapter 6 - An Evaluation of Visualization Techniques for Remotely Sensed Hyperspectral Imagery. Optical Remote Sensing - Advances in Signal Processing and Exploitation Techniques (Eds: Saurabh Prasad, Lori Bruce, Jocelyn Chanussot). Springer, ISBN: 978-3-642-14211-6.

Du, Q. (2007). Real-time Online Processing of Hyperspectral Imagery for Target Detection and Discrimination. In A. J. Plaza and C. I. Chang (Eds.), High Performance Computing in Remote Sensing. CRC Press, 2007. 397-409.

Du, Q. (2006). Noise-adjusted Principal Component Transform and Its Applications to Hypespectral Image Analysis. Recent Advances in Hyperspectral Signal and Image Processing (ISBN: 8178952181). Research Signpost. 241-262.

Zhu, W., Du, Q., & Fowler, J. E. (2011). Hyperspectral Image Compression Using Segmented Principal Component Analysis. In Bormin Huang (Ed.), Satellite Data Compression. Berlin: Springer, ISBN: 978-1461411826. 233-252.

Fowler, J. E., & Du, Q. (2011). Reconstructions from Compressive Random Projections of Hyperspectral Imagery. Optical Remote Sensing: Advances in Signal Processing and Exploitation Techniques (Eds: Saurabh Prasad, Lori Bruce, Jocelyn Chanussot). Springer. ISBN: 978-3-642-14211-6. 31-48.

Ayarpulli, V. K., Du, Q., & Fowler, J. E. (2017). Random Hadamard Projections For Hyperspectral Unmixing. IEEE Geoscience and Remote Sensing Letters. 14(3), 419-423.

Ayarpulli, V. K., Du, Q., & Fowler, J. E. (2016). Fast SVD with Random Hadamard Projection for Hyperspectral Dimensionality Reduction. IEEE Geoscience and Remote Sensing Letters. 13(9), 1275-1279.

Han, D., Du, Q., Aanstoos, J.V., & Younan, N. H. (2015). Classification of Levee Slide from Airborne Synthetic Aperture Radar Images with Efficient Spatial Feature Extraction. Journal of Applied Remote Sensing. SPIE. 9(1), 097294.

Ly, N., Du, Q., & Fowler, J. E. (2014). Sparse Graph-Based Discriminant Analysis for Hyperspectral Imagery. IEEE Transactions on Geoscience and Remote Sensing. 52(7), 3872-3884.

Du, Q., Ly, N., & Fowler, J. E. (2014). An Operational Approach to PCA+JPEG2000 Compression of Hyperspectral Imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 7(6), 2237-2245.

Ly, N., Du, Q., & Fowler, J. E. (2014). Collaborative Graph-Based Discriminant Analysis for Hyperspectral Imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 7(6), 2688-2696.

Ly, N., Du, Q., & Fowler, J. E. (2013). Reconstruction from Random Projections of Hyperspectral Imagery with Spectral and Spatial Partitioning. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 6(2), 466-472.

Turlapaty, A.C., Du, Q., & Younan, N. H. (2013). A Partially Suprvised Approach for Detection and Classification of Buried Radioactive Metal Targets Using Electromagnetic Induction Data. IEEE Transactions on Geoscience and Remote Sensing. IEEE. 51(1), 108-121.

Su, H., Du, P., & Du, Q. (2012). Semi-supervised Dimensionality Reduction Using Orthogonal Projection Divergence-based Clustering for Hyperspectral Imagery. Optical Engineering. 51(11), 1-8.

Yang, C., Goolsby, J. A., Everitt, J. H., & Du, Q. (2012). Applying Six Classifiers to Airborne Hyperspectral Imagery for Detecting Giant Reed. Geocarto International. 27(5), 413-424.

Su, H., & Du, Q. (2012). Hyperspectral Band Clustering and Band Selection for Urban Land Cover Classification. Geocarto International. 27(5), 395-411.

Du, Q. (2012). A New Sequential Algorithm for Hyperspectral Endmember Extraction. IEEE Geoscienece and Remote Sensing Letters. 9(4), 695-699.

Yang, H., Du, Q., & Chen, G. (2012). Particle Swarm Optimization-based Hyperspectral Dimensionality Reduction for Urban Land Cover Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 5(2), 544-554.

Bioucas-Dias, J. M., Plaza, A., Dobigen, N., Parente, M., Du, Q., & Gader, P. (2012). Hyperspectral Unmixing Overview: Geometrical, Statistical and Sparse Regression-based Approaches. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 5(2), 354-379.

Turlapaty, A.C., Gokaraju, B., Du, Q., Younan, N. H., & Aanstoos, J.V. (2012). A Hybrid Approach for Automatic Building Extraction from Multi-angular Optical Imagery. Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of. IEEE Geoscience and Remote Sensing Society (GRSS) and IEEE Committee on Earth Ob. 5(1), 89 - 100. DOI:10.1109/JSTARS.2011.2179792. [Abstract] [Document Site]

Longbotham, N., Pacific, F., Chanussot, J., & Du, Q. (2012). Multi-modal Change Detection, Application to the Detection of Flooded Areas: Outcomes of the 2009-2010 Datat Fusion Contest. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 5(1), 331-342.

Fowler, J. E., & Du, Q. (2012). Anomaly Detection and Reconstruction from Random Projections. IEEE Transactions on Image Processing. 21(1), 184-195.

Plaza, A., Du, Q., Bioucas-Dias, J., Jia, X., & Kruse, F. (2011). Foreword to the Special Issue on Spectral Unmixing of Remotely Sensed Data. IEEE Transactions on Geoscience and Remote Sensing. 49(11), 4103-4110.

Su, H., Yang, H., Du, Q., & Sheng, Y. (2011). Semi-supervised Band Clustering for Dimensionality Reduction of Hyperspectral Imagery. IEEE Geoscience and Remote Sensing Letters. 8(6), 1135-1139.

Plaza, A., Du, Q., Chang, Y., & King, R. (2011). High Performance Computing for Hyperspectral Remote Sensing. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 4(3), 528-544.

Plaza, A., Du, Q., Chang, Y. L., & King, R. (2011). Foreword to the Special Issue on High Performance Computing in Earth Observation and Remote Sensing. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. IEEE. 4(3), 503-507.

Zhu, W., Du, Q., & Fowler, J. E. (2011). Multi-temporal Hyperspectral Image Compression. IEEE Geoscience and Remote Sensing Letters. 8(3), 416-420.

Yang, H., Du, Q., Su, H., & Sheng, Y. (2011). An Efficient Method for Supervised Hyperspectral Band Selection. IEEE Geoscience and Remote Sensing Letters. 8(1), 138-142.

Yang, H., Du, Q., & Ma, B. (2010). Decision Fusion on Supervised and Unsupervised Classifiers for Hyperspectral Imagery. IEEE Geoscience and Remote Sensing Letters. 7(4), 875-879.

Raksuntorn, N., & Du, Q. (2010). Nonlinear Spectral Mixture Analysis for Hyperspectral Imagery in an Unknown Environment. IEEE Geoscience and Remote Sensing Letters. 7(4), 836-840.

Cai, S., Du, Q., & Moorhead, R. J. (2010). Feature-Driven Multilayer Visualization for Remotely Sensed Hyperspectral Imagery. IEEE Transactions on Geoscience and Remote Sensing. 48(9), 3471-3481.

Yang, H., Ma, B., & Du, Q. (2010). Improving Urban Land Use and Land Cover Classification from High-Spatial-Resolution Hypesrspectral Imagery Using Contextual Information. Journal of Applied Remote Sensing. 4, 041890.

Yang, C., Everitt, J., & Du, Q. (2010). Applying Linear Spectral Unmixing to Airborne Hyperspectral Imagery for Mapping Yield Variability in Grain Sorghum and Cotton Fields. Journal of Applied Remote Sensing. 4, 041887.

Liu, K., Du, Q., Yang, H., & Ma, B. (2010). Optical Flow and Principal Component Analysis-Based Motion Detection in Outdoor Videos. EURASIP Journal on Advances in Signal Processing. 2010, 680623.

Li, J., Du, Q., & Sun, C. (2009). A Modified Box-counting Method for Image Fractal Dimension Estimation. Pattern Recognition. 42(11), 2460-2469.

Du, Q., Zhu, W., & Fowler, J. E. (2009). Segmented Principal Component Analysis for Parallel Compression of Hyperspectral Imagery. IEEE Geoscience and Remote Sensing Letters. 6(4), 713-717.

Du, Q., & Nekovei, R. (2009). Fast Real-time Onboard Processing of Hyperspectral Imagery for Detection and Classification. Journal of Real-Time Image Processing. 4(3), 273-286.

Du, Q., & Kopriva, I. (2009). Dependent Component Analysis for Blind Restoration of Images Degraded by Turbulent Atmosphere. Neurocomputing. 72, 2682-2692.

Du, Q., Fowler, J. E., & Zhu, W. (2009). On the Impact of Atmospheric Correction on Lossy Compression of Multispectral and Hyperspectral Image. IEEE Transactions on Geoscience and Remote Sensing. 47(1), 130-132.

Du, Q., & Fowler, J. E. (2008). Low-Complexity Principal Component Analysis for Hyperspectral Image Compression. International Journal of High Performance Computing Applications. 22(4), 438-448.

Du, Q., Raksuntorn, N., Younan, N. H., & King, R. (2008). Endmember Extraction for Hyperspectral Image Analysis. Applied Optics. 47, F77-F84.

Du, Q., Zhu, W., & Fowler, J. E. (2008). Anomaly-Based JPEG2000 Compression of Hyperspectral Imagery. IEEE Geoscience and Remote Sensing Letters. 5(4), 696-700.

Du, Q., & Yang, H. (2008). Similarity-based Unsupervised Band Selection for Hyperspectral Image Analysis. IEEE Geoscience and Remote Sensing Letters. 5(4), 564-568.

Du, Q., Raksuntorn, N., Cai, S., Cai, S., & Moorhead, R. J. (2008). Color Display for Hyperspectral Imagery Analysis. IEEE Transactions on Geoscience and Remote Sensing. 46(6), 1858-1866.

Du, Q., Raksuntorn, N., Orduyilmaz, A., & Bruce, L.M. (2008). Automatic Registration and Mosaicking for Airborne Multispectral Image Sequences. Photogrammetric Engineering & Remote Sensing. 74(2), 169-181.

Du, Q., & Kopriva, I. (2008). Automated Target Detection and Discrimination Using Constrained Kurtosis Maximization. IEEE Geoscience and Remote Sensing Letters. 5(1), 38-42.

Du, Q., Chang, N., & Yang, C. (2008). Combination of Multispectral Remote Sensing, Variable Rate Technology and Environmental Modeling for Citrus Pest Management. Journal of Environmental Management. 86(1), 14-26.

Cai, S., Du, Q., & Moorhead, R. J. (2007). Hyperspectral Imagery Visualization Using Double Layers. IEEE Transactions on Geoscience and Remote Sensing. 45(10), 3028-3036.

Du, Q. (2007). Modified Fisher's Linear Discriminant Analysis for Hyperspectral Imagery. IEEE Geoscience and Remote Sensing Letters. 4(4), 503-507.

Du, Q., Younan, N. H., King, R., & Shah, V. P. (2007). On the Performance Evaluation of Pan-Sharpening Techniques. IEEE Geosciences and Remote Sensing Letters. 4(4), 518-522.

Du, Q. (2007). Unsupervised Real-time Constrained Linear Discriminant Analysis to Hyperspectral Image Classification. Pattern Recognition. 40(5), 1510-1519.

Du, Q., & Fowler, J. E. (2007). Hyperspectral Image Compression Using JPEG2000 and Principal Component Analysis. IEEE Geoscience and Remote Sensing Letters. 4(2), 201-205.

Ayarpulli, V. K., Du, Q., & Fowler, J. E. (2016). Random Projection Based Nonnegative Least Squares for Hyperspectral Image Unmixing. Proceedings of the Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing. Los Angeles, CA.

Ayarpulli, V. K., Du, Q., & Fowler, J. E. (2016). Hadamard-Walsh Random Projection for Hyperspectral Image Classification. IEEE International Geoscience and Remote Sensing Symposium. Beijing, China. 5141-5144.

Ye, Z., He, M., Fowler, J. E., & Du, Q. (2014). Hyperspectral Image Classification Based on Spectra Derivative Features and Locality Preserving Analysis. Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing. Xi'an, China. 138-142.

Li, W., Prasad, S., Tramel, E. W., Fowler, J. E., & Du, Q. (2014). Decision Fusion for Hyperspectral Image Classification Based on Minimum-Distance Classifiers in the Wavelet Domain. Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing. Xi'an, China. 162-165.

Ly, N., Du, Q., Fowler, J. E., & Younan, N. H. (2014). Dimensionality Reduction of Hyperspectral Imagery with Sparse and Collaborative Graphs. Proceedings of the Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing. Lausanne, Switzerland.

Long, Z., Du, Q., Wei, W., Turlapaty, A.C., & Younan, N. H. (2013). Decision Fusion for Buried Radioactive Target Detection and Discrimination Using Radiation and EMI Data. Proceedings of the 21st International Conference on Applied Electromagnetics and Communications. Dubrovnik, Croatia.

Li, W., & Du, Q. (2013). Unsupervised Nearest Regularized Subspace for Anomaly Detection in Hyperspectral Imagery. Proceedings of IEEE International Geoscience and Remote Sensing Symposium. Melbourne, Australia.

Ly, N., Du, Q., & Fowler, J. E. (2012). Noise-Adjusted Sparsity-Preserving-Based Dimensionality Reduction for Hyperspectral Image Classification. Proceedings of IAPR Workshop on Pattern Recognition in Remote Sensing. Tsukuba City, Japan. 1-4.

Li, W., Prasad, S., Fowler, J. E., & Du, Q. (2012). Noise-Adjusted Subspace Linear Discriminant Analysis For Hyperspectral-Image Classification. Proceedings of the Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing. Shanghai, China. 1-4.

Li, W., Prasad, S., Fowler, J. E., & Du, Q. (2012). Noise-adjusted Subspace Linear Discriminant Analysis for Hyperspectral Image Classification. Proceedings of 4th IEEE GRSS Workshop on Hyperspectral and Signal Processing: Evolution in Remote Sensing. Shanghai, China.

Long, Z., Wei, W., Turlapaty, A.C., Du, Q., Younan, N. H., & Waggoner, C. (2012). Radiation and Electromagnetic Induction Data Fusion for Detection of Buried Radioactive Metal Waste. Proceedings of the 2012 Waste Management Conference. Phoenix, AZ: WM Symposia. [Abstract]

Yang, H., & Du, Q. (2011). Fast band selection for hyperspectral imagery. Proceedings of IEEE International Workshop on Parallel and Distributed Computing in Remote Sensing, Tainan, Taiwan.

Kopriva, I., & Du, Q. (2011). Tensor factorization and continuous wavelet transform for model-free single-frame blind image deconvolution. Proceedings of the 7th International Symposium on Signal and Image Processing and Analysis, Dubrovnik, Croatia. 529-533.

Turlapaty, A.C., Du, Q., & Younan, N. H. (2011). Detection and Classification of Buried Radioactive-Metal Objects using Wideband EMI Data. Proceedings of the IEEE International Geoscience and Remote Sensing Symposium. Vancouver, Canada.

Yang, C., Everitt, J., & Du, Q. (2011). Applying spectral unmixing and support vector machine to airborne hyperspectral imagery for detecting giant reed. IEEE Geoscience and Remote Sensing Symposium, Vancouver, Canada. 3664-3667.

Yang, H., & Du, Q. (2011). Particle swarm optimization-based dimensionality reduction for hyperspectral image classification. EEE Geoscience and Remote Sensing Symposium, Vancouver, Canada. 2357-2360.

Pacifici, F., Chanussot, J., & Du, Q. (2011). 2011 GRSS data fusion contest: Exploiting WorldView-2 multi-angular acquisitions. EEE Geoscience and Remote Sensing Symposium, Vancouver, Canada. 1163-1166.

Yang, C., Du, Q., Everitt, J. H., Goolsby, J. A., & Younan, N. H. (2010). Spectral Unmixing of Airborne Hyperspectral Imagery for Mapping Giant Reed Infestations. Proceedings of the 2010 2sd Workshop on Hyperspectral and Signal Processing: Evolution in Remote Sensing.

Du, Q. (2010). Virtual Dimensionality Estimation for Hyperspectral Imagery with a Fractal-based Method. Proceedings of IEEE 2nd Workshop on Hyperspectral Image and Signal Processing, Reykjevik, Iceland.

Liu, K., Yang, H., & Du, Q. (2010). A Joint Optical Flow and Principal Component Analysis Approach for Motion Detection. Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing. Dallas, TX.

Du, Q., & Younan, N. H. (2008). On the Performance Improvement for Linear Discriminant Analysis-Based Hyperspectral Image Classification. Proceedings of the 5th IAPR Workshop on Pattern Recognition in Remote Sensing.

Du, Q., & Kopriva, I. (2008). Dependent Component Analysis for Multi-frame Image Restoration and Enhancement. Proceedings of the 9th International Conference on Signal Processing. Beijing, China.

Du, Q., Raksuntorn, N., Younan, N. H., & King, R. (2008). Variants of N-FINDR Algorithm for Endmember Extraction. Proceedings of SPIE Europe-Remote Sensing.

Du, Q., & Younan, N. H. (2008). Dimensionality Reduction and Linear Discriminant Analysis for Hyperspectral Image Classification. Proceedings of the 12th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems.

Raksuntorn, N., & Du, Q. (2008). On the Performance of Virtual Dimensionality Estimation for Hyperspectral Image Analysis,. Proceedings of SPIE European Remote Sensing Conference. Cardiff, UK.

Du, Q., & Raksuntorn, N. (2008). On the Performance of Endmember Extraction Algorithms for Hyperspectral Image Analysis. Proceedings of Geoinformatics 2008.

Du, Q., Zhu, W., & Fowler, J. E. (2007). Implementation of Low-Complexity Principal Component Analysis for Remotely Sensed Hyperspectral-Image Compression. Proceedings of the IEEE Workshop on Signal Processing Systems. Shanghai, China. 307-312.

Du, Q., Younan, N. H., & King, R. (2007). Change Analysis for Hyperspectral Imagery. Proceedings of the 4th IEEE International Workshop on the Analysis of Multitemporal Remote Sensing Images. Leuven, Spain.

Du, Q., Ly, N., & Fowler, J. E. (2012). An Operational Approach for Hyperspectral Image Compression. Proceedings of the International Geoscience and Remote Sensing Symposium. Munich, Germany. 1357-1360.

Du, Q., Fowler, J. E., & Ma, B. (2011). Random-projection-Based Dimensionality Reduction and Decision Fusion for Hyperspectral Target Detection. Proceedings of the International Geoscience and Remote Sensing Symposium. Vancouver, Canada. 1790-1793.

Du, Q., & Fowler, J. E. (2010). On the Performance of Random-Projection-based Dimensionality Reduction for Endmember Extraction. Proceedings of the International Geoscience and Remote Sensing Symposium. Honolulu, HI. 1277-1280.

Yang, H., Du, Q., & Ma, B. (2010). Weighted Decision Fusion for Supervised and Unsupervised Hyperspectral Image Classification. Proceedings of IEEE Geoscience and Remote Sensing Symposium. IEEE Geoscience and Remote Sensing Symposium.

Fowler, J. E., Du, Q., Zhu, W., & Younan, N. H. (2009). Classification Performance of Random-projection-based Dimensionality Reduction of Hyperspectral Imagery. Proceedings of IEEE Geoscience and Remote Sensing Symposium. Cape Town, South Africa. 5, 76-79.

Zhu, W., Du, Q., & Fowler, J. E. (2009). Segmented Principal Component Analysis for Hyperspectral Image Compression. Proceedings of SPIE Conference on Satellite Data Compression, Communications, and Processing. San Diego, CA. 74550I.

Zhang, J., Fowler, J. E., Du, Q., & Liu, G. (2008). Improvements to 3D-Tarp Coding for the Compression of Hyperspectral Imagery. Proceedings of the International Geoscience and Remote Sensing Symposium. Boston, MA.

Du, Q., Zhu, W., & Fowler, J. E. (2008). Anomaly-Based Hyperspectral Image Compression. Proceedings of the International Geoscience and Remote Sensing Symposium. Boston, MA.

Raksuntorn, N., & Du, Q. (2008). A New Linear Mixture Model for Hyperspectral Image Analysis. Proceeding of IEEE Geoscience and Remote Sensing Symposium. Boston, MA.

Du, Q., & Zhu, W. (2008). Improving the Performance of PCA and JPEG2000 for Hypespectral Image Compression. Proceedings of SPIE International Conference on Analysis and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XIII. Orlando, FL.

Boettcher, J. B., Du, Q., & Fowler, J. E. (2007). Hyperspectral Image Compression with the 3D Dual-Tree Wavelet Transform. International Geoscience and Remote Sensing Symposium. Barcelona, Spain. 1033-1036.

Du, Q., & Yang, H. (2007). Unsupervised Band Selection for Hyperspectral Image Analysis. Proceedings of the IEEE Geoscience and Remote Sensing Symposium . Barcelona, Spain.

Du, Q., & Zhu, W. (2007). Integration of PCA and JPEG2000 for Hyperspectral Image Compression. Proceedings of SPIE International Conference on Analysis and Technologoes for Multispectral, Hyperspectral, and Ultraspectral Imagery XII, (Part of 2007 SPIE Defense and Security Symposium). Orlando, FL.

Cai, S., Du, Q., Moorhead, R. J., Mohammadi-Aragh, M. J., & Irby, D. (2006). Noise-Adjusted Principle Component Analysis For Hyperspectral Remotely Sensed Imagery Visualization. IEEE Visualization 2005 Proceedings Compendium. 119-120.

Cai, S., Du, Q., & Moorhead, R. J. (2006). Remote Sensing Image Visualization Using Double Layers. IGARSS.

Du, Q., Wasson, L. L., & King, R. (2005). Unsupervised Linear Unmixing for Change Detection in Multitemporal Airborne Hyperspectral Imagery. Proceedings of the 3rd International Workshop on the Analysis of Multi-Temporal Remote Sensing Images, Biloxi, MS. CDRom.

Du, Q. (2007). Signal and Image Processing for Remote Sensing (C.-H. Chen). Photogrammetric Engineering & Remote Sensing. 73(11), 1211.

Du, Q. (2009). Bagley College of Engineering Faculty Research Award. Mississippi State University.

Du, Q. (2008). Outstanding Researcher. Bagley College of Engineering, Mississippi State University.