Refereed Journals

• Khizroev, S., Amos, N. Lavrenov, A., Candocia, F., Chomko, R. and Litvinov, D.,"Nanomagnetic Probes to Image Patterned Media for Information Densities Above One Terabit-per-Square-Inch," Submitted to Nanotechnology, 2006.

• Candocia, F.M. and Mandarino, D., "A Semiparametric Model for Accurate Camera Response Function Modeling and Exposure Estimation from Comparametric Data," IEEE Transactions on Image Processing, Vol. 14, No. 8, pp. 1138 - 1150, August 2005
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• Candocia, F. M., "Analysis and Enhancements to Piecewise Linear Comparametric Image Registration," IEEE Transactions on Image Processing, Vol. 14, No. 2, pp. 181 - 188, February 2005.
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• Candocia, F.M., Svedberg, E., Litvinov, D. and Khizroev, S., "Deconvolution Processing for Increasing the Resolution of Magnetic Force Microscopy Measurements," Nanotechnology, Special Issue on Nanoscale Devices and Systems Integration, Vol. 15, No. 10, pp. S575-S584, October 2004.
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• Candocia, F. M., "Moment Relations and Blur Invariant Conditions for Finite-Extent Signals in One, Two and N-Dimensions," Pattern Recognition Letters, Vol. 25, No. 4, pp. 437 - 447, March 2004.
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• Candocia, F. M., "Simultaneous Homographic and Comparametric Alignment of Multiple Exposure-Adjusted Pictures of the Same Scene," IEEE Transactions on Image Processing, Vol. 12, No. 12, pp. 1485 - 1494, December 2003.
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• Candocia, F. M., "Jointly Registering Images in Domain and Range by Piecewise Linear Comparametric Analysis," IEEE Transactions on Image Processing, Vol. 12, No. 4, pp. 409-419, April 2003.
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• Candocia, F. M. and Principe J. C., "Superresolution of Images Based on Local Correlations," IEEE Transactions on Neural Networks, Vol. 10, No. 2, pp. 372-380, March 1999.
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• Candocia F. M. and Principe J. C., "Comments on 'Sinc Interpolation of Discrete Periodic Signals'," IEEE Transactions on Signal Processing, Vol. 46, No. 7, pp. 2044-2047, July 1998.
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• Candocia F. M. and Adjouadi M., "A Similarity Measure for Stereo Feature Matching," IEEE Transactions on Image Processing, Vol. 6, No. 10, pp. 1460-1464, Oct. 1997.
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• Adjouadi M., Candocia F. M. and Riley J. S., "Exploiting Walsh-Based Attributes in Feature Extraction and Stereo Vision," IEEE Transactions on Signal Processing, Vol. 44, No. 2, pp. 409-420, Feb. 1996.

• Adjouadi M., Riley J. S., Candocia F. M., Andrian J. and Sumargo H., "An Augmented Computer Vision Approach for Enhanced Image Understanding," Journal of Rehabilitation Research and Development, Department of Veteran Affairs, Vol. 32, No. 3, Oct. 1995.

• Adjouadi M. and Candocia F. M., "A Stereo Matching Paradigm Based on the Walsh Transformation," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 16, No. 12, pp. 212-218, Dec. 1994.

Refereed Conference

• Candocia, F.M and Mandarino, D., "Change Detection on Comparametrically Related Images," IEEE International Conference on Image Processing (ICIP 06), Atlanta, GA., Oct. 8-11, 2006.
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• Galarza, L. and Candocia, F.M., "Optimal and Dense Small Baseline Stereo Image Correspondence," IEEE International Conference on Image Processing (ICIP 06), Atlanta, GA, Oct. 8-11, 2006.
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• Candocia, F.M., "A Scale-Preserving Lens Distortion Model and its Application to Image Registration," Florida Conference on Recent Advances in Robotics (FCRAR 2006), Miami, FL., May 25-26, 2006.
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• Candocia, F.M. and Diaz, A.., "On Noise Moment and Range Constrained Image Deconvolution," International Conference on Image Processing and Computer Vision (IPCV 2006), Las Vegas, NV. June 26-29, 2006.
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• Candocia, F.M. and Diaz, A.., "A Time-Domain Approach to Determining Inverse FIR Filters," International Conference on Image Processing and Computer Vision (IPCV 2006), Las Vegas, NV., June 26-29, 2006.
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• Kefeng, T., Andrian, J., Candocia, F.M. and Zhou, C.,"An Enhanced Wavelet Domain Communication System (EWDCS) with Nonstationary Interference Avoidance Capability," The 64th IEEE Vehicular Technology Conference, Montreal, Canada, 2006.
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• Candocia, F.M., Svedberg, E. and Khizroev, S., "Deconvolution Processing for Increasing the Resolution of Magnetic Force Microscopy Measurements," Conference Digest and Technical Program of the IEEE Nanoscale Devices and System Integration Conference (NDSI), pp. 83, February 16-19, Miami, Florida 2004.
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• Candocia, F. M., "On the Featureless Registration of Differently Exposed Images," Proceedings of the 2003 International Conference on Imaging Science, Systems and Technology (CISST '03), Vol. I, pp. 163-169, June 23-26, Las Vegas, Nevada, 2003.
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• Diaz, A. M., Barros, A. F. and Candocia, F. M., "Image Registration in Range Using a Constrained Piecewise Linear Model: Analysis and New Results," Proceedings of the 2003 International Conference on Imaging Science, Systems and Technology (CISST '03), Vol. I, pp. 152-158, June 23-26, Las Vegas, Nevada, 2003.
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• Rossman, M.A, Candocia, F. M., Adjouadi, M., Jayakar, P. and Yaylali, I., "Application of Affine Transformations for the Co-registration of SPECT Images," Proc. of the Fourth IASTED Int. Conference on Signal and Image Processing (SIP), Kauai, Hawaii, Aug. 12-14, pp. 595-600, 2002.
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• Candocia, F. M., "Synthesizing a Panoramic Scene with a Common Exposure via the Simultaneous Registration of Images," Proc. of the 15th Florida Conference on Recent Advances in Robotics, FCRAR 2002, Miami, FL., May 23-24, 2002.
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• Candocia, F. M., "A Least Squares Approach for the Joint Domain and Range Registration of Images," Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, Orlando, FL., May 13-17, 2002, Vol IV., pp. 3237-3240.
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• Barros, A. and Candocia, F. M., "Image Registration in Range Using a Constrained Piecewise Linear Model," Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP,  Orlando, FL., May 13-17, 2002, Vol IV., pp. 3345-3348.
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• Candocia, F.M. and Principe J.C., “A Method Using Multiple Models to Superresolve SAR Imagery,” Proc. of SPIE Vol. 3370: Algorithms for Synthetic Aperture Radar Imagery V, Edmund G. Zelnio; Ed., pp. 197-207, April 1998.
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• Candocia, F. M. and Principe J. C., "A Self-organizing Principle for the Segmenting and Super-resolving of ISAR Images," Proc. Image Understanding Workshop 1997 (IUW 97), Vol II, pp 1161-1165.
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• Candocia, F. M. and Principe J. C., "A Neural Implementation of Interpolation with a Family of Kernels," 1997 Proc. Int. Conf. Neural Networks (ICNN 97), Vol III, pp 1506-1511.
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• Adjouadi, M. and Candocia, F. M. “ Pattern Matching for Object Recognition and Depth Reconstruction”, Florida Conference on Recent Advances in Robotics, pp. 61-67, Miami, Florida, April 10-11, 1997.

• Adjouadi M., Candocia F. M. and Sumargo H., "Statistical and Morphological Analysis of Visual Features," Compumag, pp. 456-457, Miami, Florida, October 31 - November 4, 1993 (Invited)

• Adjouadi M., Candocia F. M. and Sumargo H., "A Linear, Orthogonal Transformation Model for Stereo Vision," Second International Conference on Modeling and Simulation, MS '93, Melbourne, Australia, June 1993

• Adjouadi M., Candocia F. M. and Sumargo H., "A Stereo Matching Technique Using Orthogonal Transformations," Sixth Annual Florida Conference on Recent Advances in Robotics, April 19-20, Gainesville, Florida, 1993.

• Adjouadi M., Sumargo H., Andrian J. and Candocia F. M., "The Domain of Orthogonal Transforms and the Understanding of Image Features," Proceedings of the IARP Workshop on Machine Vision Applications, MVA '92, Tokyo, Japan, December 1992.

• Adjouadi M., Candocia F. M., Andrian J. and Sumargo H., "Applications of Wavelet Transforms to Stereo Vision," 2nd International Conference on Automation, Robotics and Computer Vision, ICARV '92, Singapore, September 1992.

Book Chapters

• Candocia, F.M. and Khizroev, S., "Deconvolution-Optimized Probe Tip Design Considerations for Improving Magnetic Force Microscopy Resolution," Nanophysics, Nanoclusters and Nanodevices, Nova Publishers, Chapter 7, pp. 219-243, 2006
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• Candocia, F. M. and Principe, J. C., "Superresolution of Images with Learned Multiple Reconstruction Kernels," Multimedia Image and Video Processing, CRC Press, Chapter 4, pp. 67 - 95, 2001.
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Thesis / Dissertations

• Mandarino, D., "Accurate Camera Response Estimation with Applications to Image Registration and Change Detection," Master's Thesis, Florida International University, Summer 2005. (Major Advisor: Frank M. Candocia)
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• Diaz, A., "Optimal Image Deconvolution by Range and Noise Moment Constraints," Master's Thesis, Florida International University, Summer 2005. (Major Advisor: Frank M. Candocia)
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• Galarza, L., "An Approach to Optimal and Dense Stereo Image Correspondence," Master's Thesis, Florida International University, Summer 2005. (Major Advisor: Frank M. Candocia)
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• Nanda, S., "Pre and Post Image Processing for Enhanced Image Compression," Master's Thesis, Florida International University, Fall 2003. (Major Advisor: Frank M. Candocia).
  (PDF)

• Candocia, F. M., "A Unified Superresolution Approach for Optical and Synthetic Aperture Radar Images," Ph.D. Dissertation, University of Florida, May 1998.
  (Postscript), (PDF)

• Candocia F. M., "A New Stereo Matching Paradigm for the Recovery of the Third Dimension in Two-Dimensional Images," Master's Thesis, Florida International University, April 1993.
  (PDF)