Publications

Publication Links

Journal Papers

  1. Russell C. Hardie, Michael A. Rucci, Alexander J. Dapore, Barry K. Karch, "Block matching and Wiener filtering approach to optical turbulence mitigation and its application to simulated and real imagery with quantitative error analysis," Opt. Eng. 56(7), 071503 (2017), doi: 10.1117/1.OE.56.7.071503.

  2. Russell C. Hardie, Jonathan D. Power, Daniel A. LeMaster, Douglas R. Droege, Szymon Gladysz, Santasri Bose-Pillai, "Simulation of anisoplanatic imaging through optical turbulence using numerical wave propagation with new validation analysis," Opt. Eng. 56(7), 071502 (2017), doi: 10.1117/1.OE.56.7.071502.

  3. Redha A Almahdi and Russell C Hardie, “Recursive Non-local Means filter for Video Denoising”, EURASIP Journal on Image and Video Processing, 17, April 2017.

  4. B. N. Narayanan, R. C. Hardie, T.M. Kebede and M.J. Sprague, "Optimized Feature Selection based Clustering Approach for Computer Aided Dection of Lung Nodules in Different Modalities", submitted to Pattern Analysis and Applications, December 2016 (in revision).

  5. Matthew J. Sprague, Russell C. Hardie, Temesguen Messay, Barath Narayanan Narayanan, “A Genetic Algorithm approach to Feature Selection for Computer Aided Detection of Lung Nodules in Computed Tomography,” submitted to Computer Methods and Programs in Biomedicine.
  6. B. O. Abayowa, A. Yilmaz, and R. C. Hardie, "Automatic registration of optical aerial imagery to a LiDAR point cloud for generation of city models," ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 106, Aug. 2015.

  7. R. C. Hardie, D. R. Droege, A. J. Dapore, and M. E. Greiner, “Impact of detector-element active-area shape andfill factor on super-resolution,” Frontiers in Physics: Optics and Photonics, 3:31. doi: 10.3389/fphy.2015.00031. (This article is part of the Research Topic Modern Trends and Applications of Super-resolution Imaging), May 18, 2015.

  8. K. M. Mohamed and R. C. Hardie, “A Collaborative Adaptive Wiener Filter for Multi-Frame Super-Resolution”, Frontiers in Physics: Optics and Photonics, 3:29. doi: 10.3389/fphy.2015.00029. (This article is part of the Research Topic Modern Trends and Applications of Super-resolution Imaging), April 29, 2015.

  9. B. K. Karch and R. C. Hardie, “Robust super-resolution by fusion of interpolated frames for color andgrayscale images," Frontiers in Physics: Optics and Photonics, 3:28. doi: 10.3389/fphy.2015.00028. (This article is part of the Research Topic Modern Trends and Applications of Super-resolution Imaging), April 24, 2015.

  10. K. M. Mohamed and R. C. Hardie, “A Collaborative Adaptive Wiener Filter for Image Restoration Using a Spatial-Domain Multi-Patch Correlation Model,” EURASIP Journal on Advances in Signal Processing, 2015, 2015:6  doi:10.1186/s13634-014-0189-3.  (Highly Accessed Status).

  11. T. Messay, R. C. Hardie, and T. R. Tuinstra, “Segmentation of Pulmonary Nodules in Computed Tomography Using a Regression Neural  Network Approach and itsApplication to the Lung Image Database Consortium and Image Database Resource Initiative Dataset,” Medical Image Analysis, Vol. 22, Issue 1, pp. 48-62, May 2015.

  12. B. N. Narayanan, R. C. Hardie, and E. J. Balster, “Multiframe adaptive Wiener filter super-resolution with JPEG2000-compressed images,” EURASIP Journal on Advances in Signal Processing, April 2014 (Highly Accessed Status).

  13.  M. Rucci, R. C. Hardie, and K. J. Barnard, “Computationally efficient video restoration for Nyquist sampled imaging sensors combining an affine-motion-based temporal Kalman filter and adaptive Wiener filter,” Appl Opt. 2014 May 1;53(13):C1-13.

  14. B. K. Karch and R. C. Hardie, "Adaptive Wiener filter super-resolution of color filter array images," OSA Optics Express, Vol. 21, Issue 16, pp. 18820-18841 (2013).

  15. R. C. Hardie and K. Barnard, "Fast super-resolution using an adaptive Wiener filter with robustness to local motion," Optics Express, Vol.  20, 21053-21073 (2012).

  16.   R. C. Hardie, K. Barnard, and R. Ordonez, “Fast super-resolution with affine motion using an adaptive Wiener filter and its application to airborne imaging,” Optics Express, Vol. 19, Issue 27, 26208-26231 (2011).

  17.  R. C. Hardie, D. A. Lemaster, and B. M. Ratliff, “Super-Resolution for Imagery from Integrated Microgrid Polarimeters,” OSA Optics Express, Vol. 19, No. 14, pp. 12937-12960, June 2011.

  18. T. Messay, R. C. Hardie and S. K. Rogers, “A New Computationally Efficient CAD System for Nodule Detection in CT Imagery,” Medical Image Analysis, 14(3):390-406, June 2010

  19.   P. C. Hytla, R. C. Hardie, M. Y. Eismann, and J. Meola, “Anomaly Detection in Hyperspectral Imagery: A Comparison of Methods Using Diurnal and Seasonal Data,” SPIE Journal of Applied Remote Sensing, Vol. 3, 033546 (2009); doi:10.1117/1.3236689, 2009.

  20.  R. C. Hardie, F. Baxley, B. Brys, P. Hytla, “Scene-based Nonuniformity Correction with Reduced Ghosting Using a Gated LMS Algorithm,” OSA Optics Express, Vol. 17, No. 17, pp. 14918-14933, August 2009.

  21.   R. C. Hardie, S. K. Rogers, T. Wilson, and A. Rogers, “Performance analysis of a new computer aided detection system for identifying lung nodules on chest radiographs,” Medical Image Analysis, Vol. 12, Issue 3, pp 240-258, June 2008.  doi:10.1016/j.media.2007.10.004

  22.  M. T. Eismann, J. Meola, and R. C. Hardie, “Hyperspectral change detection in the presence of diurnal and seasonal variations,” IEEE Transactions on Geoscience and Remote Sensing,   vol. 46, pp. 237-249, January 2008.

  23.  R. C. Hardie, “A Fast Super-Resolution Algorithm Usingan Adaptive Wiener Filter,” IEEE Transactions on Image Processing, Vol. 16, No. 12, Dec. 2007 pp. 2953-2964.

  24. R. C. Hardie, R. R. Schultz, and K. E. Barner, “Super-Resolution Enhancement of Digital Video,” (Editorial) EURASIP Journal on Advances in Signal Processing, Volume 2007 (2007), Article ID 20984, 3 pages, doi:10.1155/2007/20984.

  25. R. C. Hardie and D. R. Droege, “A MAP Estimator for Simultaneous Super-Resolution and Detector Nonuniformity Correction,” EURASIP Journal on Advances in Signal Processing, Volume 2007 (2007), Article ID 89354, 11 pages, doi:10.1155/2007/89354.

  26.   B. Narayanan, R. C. Hardie, K. E. Barner, and M. Shao, “A computationally efficient super-resolution algorithm for video processing using partition filters,” IEEE Transactions on Circuits and Systems for Video Technology, Vol. 17, No. 5, May 2007.

  27. Y. Lin, R. C. Hardie, Q. Sheng, M. Shao, and K. E. Barner, “Improved Optimization of Soft Partition Weighted Sum Filters and Their Application to Image Restoration,” OSA Applied Optics, Vol. 45, No. 12, April 2006.

  28.  M. Shao, K. E. Barner, and R. C. Hardie, “Partition-Based Filters for Image Demosaicking and Super-Resolution Reconstruction,” Optical Engineering, Vol. 44, pp. 107003-1-107003-14, Oct. 2005.

  29.  Y. Lin, R. C. Hardie, and K. E. Barner, “Subspace partition weighted sum filters for image restoration,” IEEE Signal Processing Letters, Vol. 12 No. 9, September 2005, pp. 613-616.

  30.  B. Narayanan, R. C. Hardie, and R. A. Muse, “Scene-based nonuniformity correction technique that exploits knowledge of the focal-plane array readout architecture,” OSA Applied Optics, Vol. 44, No. 17, pp. 3482-3491, June 2005.

  31. M. T. Eismann and R. C. Hardie, “Hyperspectral resolution enhancement using high resolution multispectral imagery with arbitrary response functions,” IEEE Transactions on Geoscience and Remote Sensing, Vol. 43, pp. 455-464, March 2005.

  32. M. T. Eismann and R. C. Hardie, “Application of the stochastic mixing model to hyperspectral resolution enhancement,” IEEE Transactions on Geoscience and Remote Sensing, Vol. 42 pp. 1924-1933, Sept. 2004.

  33. R. C. Hardie, M. T. Eismann, and G. Wilson, “MAP Estimation for Hyperspectral Image Resolution Enhancement Using an Auxiliary Sensor,” IEEE Transactions on Image Processing, Vol. 13, No. 9, Sept. 2004.

  34.   M. T. Eismann and R. C. Hardie, “Improved initialization and convergence of a stochastic spectral unmixing algorithm,” Applied Optics, Vol. 43, pp. 6596-6608, April 2004.

  35.  B. M. Ratliff, M. M. Hayat, and R. C. Hardie, "An algebraic algorithm for nonuniformity correction in focal-plane arrays," The Journal of the Optical Society of America A, Vol. 19, pp. 1737-1747, Sept. 2002.

  36.     J. J. Weinschenk, R. C. Hardie, and S. R. Harris, “Restoration of Broadband Imagery Steered with a Liquid Crystal Optical Phased Array,” Optical Engineering, (41) pp 2613-2619, 2002.

  37.   T. Widjanarko and R. C. Hardie, “A Post Processing Technique for Extending Depth of Focus in Conventional Optical Microscopy,” Optics and Laser Technology, Vol. 34, 2002, pp. 299-305. 

  38. .    J. A. Fuemmeler, R. C. Hardie, and W. R. Gardner, “Techniques for the Regeneration of Wideband Speech from Narrowband Speech,” EURASIP Journal on Applied Signal Processing, Special Issue on Nonlinear Signal and Image Processing – Part I, Vol. 2001, No. 4, Dec. 2001, pp. 266-274.

  39. E. A. Thompson, R. C. Hardie, and K. E. Barner, “Hybrid Order Statistic Filter and its Application to Image Restoration,” Applied Optics, Vol. 40, No. 5, February 10, 2001, pp. 656-661.

  40. R. C. Hardie, M. M. Hayat, E. Armstrong and B. Yasuda, “Scene Based Non-uniformity Correction Using Video Sequences and Registration,” Applied Optics, Vol. 39, No. 8, March 2000, pp. 1241-1250.

  41. M. S. Alam, J. G. Bognar, R. C. Hardie and B. J. Yasuda, “Infrared Image Registration and High Resolution Reconstruction Using Multiple Translationally Shifted Aliased Video Frames,” IEEE Transactions on Instrumentation and Measurement, Vol. 49, 2000, pp. 915-923.

  42. F. Baxley and R. C. Hardie, “Application of Multi-frame High Resolution Image Reconstruction to Digital Microscopy,” Applied Optics, Vol. 38, No. 11, April 1999.

  43.  K. E. Barner, A. M. Sarhan, and R. C. Hardie, “Partition-Based Weighted Sum Filters for Image Restoration,” IEEE Transactions on Image Processing, Vol. 8, No. 5, May 1999.

  44.  T. R. Tuinstra and R. C. Hardie, “High Resolution Image Reconstruction From Digital Video by Exploitation on Non-Global Motion,” Optical Engineering, special issue on sampling in imaging systems, Vol. 38, No. 5, May 1999.

  45.   R. C. Hardie, M. I. Younus, and J. Blackshire,  “A Robust Phase Unwrapping Algorithm Using a Spatial Binary Tree Image Decomposition,” Applied Optics, Vol. 37, No. 20, July 1998.

  46. B. Y. Soon, M. A. Karim, R. C. Hardie and M. S. Alam, “Joint Wavelet Transform Correlation with Separated Target and Reference Planes,” Optics Express, Vol. 2, No. 5 March 2, 1998, pp. 177-183.

  47.   R. C. Hardie, K. J. Barnard, J. G. Bognar, E. E. Armstrong and E. A. Watson, “High Resolution Image Reconstruction From a Sequence of Rotated and Translated Frames and its Application to an Infrared Imaging System,” Optical Engineering, Vol. 37, No. 1, Jan. 1998, pp. 247-260.  Winner of the 1998 Rudolf Kingslake Medal and Prize (selected by Awards Committee as the most noteworthy original paper to appear in Optical Engineering in 1998).

  48. R. C. Hardie, M. Vaidyanathan, and P. McManamon, “Spectral Band Selection and Classifier Design for a Multispectral Imaging Laser Radar,” Optical Engineering, Vol. 37, No. 3, March 1998.

  49.  R. C. Hardie, K. J. Barnard, and E. E. Armstrong, “Joint MAP Registration and High Resolution Image Estimation Using a Sequence of Undersampled Images,” IEEE Transactions on Image Processing, Vol. 6, No. 12, Dec. 1997, pp. 1621-1633.

  50. R. C. Hardie and K. E. Barner, “Extended Permutation Filters and Their Application to Edge Enhancement,” IEEE Transactions on Image Processing, Vol. 5, No. 6, June, 1996, pp. 855-867.

  51. R. C. Hardie and C. G. Boncelet, “Gradient-Based Edge Detection Using Nonlinear Edge Enhancing Prefilters,” IEEE Transactions on Image Processing, Vol. 4, No. 11, November, 1995, pp. 1572-1577.

  52.  J. C. Gillette, T. M. Stadtmiller, and R. C. Hardie, “Reduction of Aliasing in Staring Infrared Imagers Utilizing Subpixel Techniques,” Optical Engineering, Vol.34, No. 11, November 1995, pp. 3130-3137.

  53.  R. J. Broessel, V. Dominic, and R. C. Hardie, “Image Restoration of Dispersion Introduced by a Liquid Crystal Beam Steering Device,” Optical Engineering, Vol.34, No. 11, November 1995, pp. 3138-3145.

  54. R. C. Hardie and K. E. Barner, “Rank Conditioned Rank Selection Filters for Signal Restoration,” IEEE Transactions on Image Processing, Vol. 3, No. 2, March 1994, pp. 192-206.

  55. R. C. Hardie and C. G. Boncelet, “LUM Filters: A Class of Rank Order Based Filters for Smoothing and Sharpening,” IEEE Transactions on Signal Processing, Vol. 41, No. 3, March 1993, pp. 1061-1076.

  56.  R. C. Hardie and G. R. Arce, “Ranking in Rp its use in Multivariate Image Estimation,” IEEE Transactions on Circuits and Systems for Video Technology, Vol. 1, No. 2, June 1991, pp. 197-209.


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