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    Paheding Sidike

    paheding_sidike

    Master of Science in Electrical Engineering, University of South Alabama, USA
    Bachelor of Science in Electronics and Information Engineering, Northwest University for Nationalities, China

    Current Program: Ph.D. Electrical and Computer Engineering

    Research Topics: Machine Vision in Visible and Beyond Visible Spectrum

    Research Interests: Image Processing, Machine Learning, Computer Vision, Pattern Recognition, Hyper/Multi-spectral Imaging, Biomedical Imaging, Remote Sensing.

    Advisor: Dr. Vijayan Asari

    Bio: Paheding Sidike is currently working towards a Ph.D. in electrical and computer engineering and serves as a graduate research assistant. His research interests include image processing, computer vision, machine learning, and pattern recognition. He is a member of IEEE, SPIE and Tau Beta Pi.

    Publications:
    Journals:

    1. Paheding Sidike, Vijayan K. Asari, and Mohammad S. Alam, “Recent advances in fringe-adjusted joint transform correlation based optical pattern recognition techniques,” Asian Journal of Physics, vol. 25, no. 4, April 2016. 

    2. Paheding Sidike, Vijayan K. Asari, and Mohammad S. Alam, “Multiclass object detection with single query in hyperspectral imagery using class-associative spectral fringe-adjusted joint transform correlation,” IEEE Transactions on Geoscience and Remote Sensing (TGRS), vol.54, issue 2, pp. 1196-1208, Feb. 2016. 

    3. ALmabrok Essa, Paheding Sidike, and Vijayan K. Asari, “Efficient key frame selection approach for object detection in wide area surveillance applications,” International Journal of Monitoring and Surveillance Technologies Research (IJMSTR), vol. 3, issue 2, pp. 20-34, 2015.

    4. Vijayan K. Asari, Paheding Sidike, Chen Cui, and Varun Santhaseelan, “New wide-area surveillance techniques for protection of pipeline infrastructure,” SPIE Newsroom: Defense and Security, pp. 1-4, Jan. 2015. 

    5. Paheding Sidike, M. S. Alam, “Logarithmic fringe-adjusted joint transform correlation,” Optical Engineering, 52(10), pp. 103108, 2013. 

    Conference Proceedings:

    6. Paheding Sidike, Chen Chen, Vijayan K. Asari, Yan Xu, and Wei Li, “Classification of hyperspectral image using multiscale spatial texture features,” IEEE 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS 2016), August 2016.

    7. Paheding Sidike, Daniel Prince, Almabrok Essa, and Vijayan K. Asari, “Automatic building change detection through adaptive local textural features and sequential background removal,” 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2016), Beijing, China, 10 - 15 July 2016.

    8. Paheding Sidike, Almabrok Essa, Evan W. Krieger, and Vijayan K. Asari, “Tracking visual objects using ringlet-based pyramid Fourier histogram of oriented gradients,” SPIE Defense + Security: Optical Pattern Recognition XXVII, Baltimore, MD, USA, 17 - 21 April 2016.

    9. Paheding Sidike, Almabrok Essa, and Vijayan K. Asari, “Object shape extraction using mixture of gradient kernels and adaptive thresholding,” SPIE Defense + Security: Optical Pattern Recognition XXVII, Baltimore, MD, USA, 17 - 21 April 2016. 

    10. Paheding Sidike, Md. Zahangir Alom, Vijayan K. Asari, and Tarek M. Taha, “Non-regularized state preserving extreme learning machine for natural scene classification,” International Conference on Computer Vision and Image Processing (CVIP-2016), Indian Institute of Technology – Roorkee, Uttarakhand, India, 26 - 28 February 2016. 

    11. ALmabrok Essa, Paheding Sidike, and  Vijayan K. Asari, “Real time automatic machinery threat detection and identification system for protection of pipeline infrastructure,” IS&T International Conference on Electronic Imaging: Imaging and Multimedia Analytics in a Web and Mobile World 2016, San Francisco, California, USA, 14-18 February 2016.

    12. Evan Krieger, Paheding Sidike, Theus Aspiras, and Vijayan K. Asari, “Directional ringlet intensity feature transform for tracking,” IEEE International Conference on Image Processing - ICIP 2015, September 2015.

    13. Md. Zahangir Alom, Paheding Sidike, Vijayan K. Asari and Tarek Taha, “State preserving extreme learning machine for face recognition,” IEEE International Joint Conference on Neural Networks - IJCNN 2015, July 2015.

    14. Almabrok Essa, Paheding Sidike, and Vijayan K. Asari, “A modular approach for key-frame selection in wide area surveillance video analysis,” IEEE National Aerospace & Electronics Conference & Ohio Innovation Summit - NAECON-OIS 2015, June 2015.

    15. Paheding Sidike, Almabrok Essa, Fatema Albalooshi, Vijayan K. Asari, and Varun Santhaseelan, “Automatic building change detection in wide area surveillance ,” IEEE National Aerospace & Electronics Conference & Ohio Innovation Summit - NAECON-OIS 2015, June 2015.

    16. Paheding Sidike, Almabrok Essa, and Vijayan K. Asari, “Intrusion detection in aerial imagery for protecting pipeline infrastructure,” IEEE National Aerospace & Electronics Conference & Ohio Innovation Summit - NAECON-OIS 2015, June 2015.

    17. Evan W. Krieger, Paheding Sidike, Theus Aspiras, and Vijayan K. Asari, “Vehicle tracking under occlusion conditions using directional ringlet intensity feature transform,” IEEE National Aerospace & Electronics Conference & Ohio Innovation Summit - NAECON-OIS 2015, June 2015.

    18. Pahading Sidike, Vijayan K. Asari, and Mohammad Alam, “Multiple object detection in hyperspectral imagery using spectral fringe-adjusted joint transform correlator,” IS&T/SPIE International Conference on Electronic Imaging: Image Processing: Machine Vision Applications VIII, 2015.

    19. Paheding Sidike, Vijayan K. Asari, and Mohammad S. Alam, “A robust fringe-adjusted joint transform correlator for efficient object detection,” SPIE Conference on Defense + Security: Optical Pattern Recognition XXVI, Baltimore, MD, USA, 20-24 April 2015.

    20. Fatema Albalooshi, Evan Krieger, Paheding Sidike and Vijayan K. Asari, “Efficient thermal image segmentation through integration of nonlinear intensity enhancement with unsupervised active contour model,” SPIE Conference on Defense + Security: Optical Pattern Recognition XXVI, Baltimore, MD, USA, 20-24 April 2015.

    21. Vijayan K. Asari, Paheding Sidike, Chen Cui, and Varun Santhaseelan, “Recent progress in wide-area surveillance: Protecting our pipeline infrastructure,” IS&T/SPIE International Conference on Electronic Imaging: Imaging and Multimedia Analytics in a Web and Mobile World , San Francisco, California, USA, 08-12 February 2015.

    22. Fatema Albalooshi, Yakov Diskin, Paheding Sidike, and Vijayan K. Asari, “Automatic detection and segmentation of carcinoma in radiographs,” IEEE International Workshop on Applied Imagery and Pattern Recognition - AIPR 2014: Democratization of Imagery, Washington DC, 14-16 October, 2014.

    23. Paheding Sidike, Yakov Diskin, Saibabu Arigela, and Vijayan K. Asari,“Visibility improvement of shadow regions using hyperspectral band integration,” Proceedings of SPIE Remote Sensing Conference: Image and Signal Processing for Remote Sensing, Vol. 9244-32, 2014.  

    24. Fatema Albalooshi, Paheding Sidike, and Vijayan K. Asari, “Efficient hyperspectral image segmentation using geometric active contour formulation,” Proceedings of  SPIE Remote Sensing Conference: Image and Signal Processing for Remote Sensing, Vol. 9244-6, 2014. 

    25. Paheding Sidike, Theus Aspiras, Vijayan K. Asari, and M. S. Alam, “A rotation Invariant pattern recognition using fringe-adjusted joint transform correlation and histogram representation,” Proceedings of  SPIE, Optical Pattern Recognition XXV, Vol. 9094, 90940F, 2014. 

    26. Yakov Diskin, Paheding Sidike, Saibabu Arigela, and Vijayan K. Asari, “Shadow removal for illumination invariant face detection in hyperspectral imagery,” Proceedings of  OSA Imaging and Applied Optics Congress: Imaging Systems and Applications (IS) , IW4C.3, 2014. 

    27. Paheding Sidike and Vijayan. K. Asari and M. S. Alam, “Illumination invariant pattern recognition using fringe-adjusted joint transform correlation and monogenic signal,” Proceedings of SPIE / IS&T Electronic Imaging, Image Processing: Machine Vision Applications VII, Vol. 9024, 90240C, 2014. 

    28. Paheding Sidike, M. S. Alam, Chen Cui, and Vijayan. K. Asari, “Efficient face recognition using shifted phase-encoded fringe-adjusted joint transform correlator,” In IEEE Proc. of International Conference on Advances in Electrical Engineering (ICAEE), p.425-430, 2013.

    29. Paheding Sidike and M. S. Alam, “Spectral fringe-adjusted joint transform correlation based efficient object classification in hyperspectral imagery,” Proceedings of SPIE, Optical Pattern Recognition XXIV, vol. 8748, 2013. (Travel Award)

    30. M. S. Alam and Paheding Sidike, “Trends in oil spill detection via hyperspectral imaging,”  IEEE Proc. of 7th International Conference on Electrical and Computer Engineering (ICECE), p.858 – 862, 2012.

    31. M. S. Alam, R .P. Gollapalli, and Paheding Sidike, “Identification and detection of oil and oil-derived substances at the surface and subsurface levels via hyperspectral imaging,” Proceedings of SPIE: Optical Pattern Recognition XXIII, vol.8398, p.839802 (1-13), 2012. 

    32. Paheding Sidike, J. Khan, M. S. Alam, and S. Bhuiyan, “Spectral unmixing of hyperspectral data for oil spill detection” Proceedings of SPIE: Optics and Photonics for Information Processing VI, vol.8498, p.84981B (1-10), 2012.

    33. Paheding Sidike, J. Khan, M. S. Alam, R. Gollapalli, and S. Bhuiyan, “Efficient classification of multispectral imagery for oil spill detection,” In IEEE Proc. of International Conference on Advances in Electrical Engineering (ICAEE), p.141-146, 2011.

    Abstracts & Posters:

    34. Almabrok Essa, Paheding Sidike, Daniel P Prince, and Vijayan K. Asari, “Frame Redundancy Elimination Technology for Big Data Analysis,” Brother Joseph W Stander Symposium 2016, University of Dayton, Dayton, OH, USA, 20 April 2016.

    35. Paheding Sidike, Md. Zahangir Alom, Tarak Taha, and Vijayan K. Asari, “An Efficient Brain-like Learning Machine to Mimic Human Perception,” Brother Joseph W Stander Symposium 2016, University of Dayton, Dayton, OH, USA, 20 April 2016.

    36. Paheding Sidike, Almabrok Essa Essa, Daniel P Prince, and Vijayan K. Asari, “Object Detection Through 2D-3D Visible and Hyperspectral Imagery,” Brother Joseph W Stander Symposium 2016, University of Dayton, Dayton, OH, USA, 20 April 2016. 

    37. Evan W Krieger, Paheding Sidike, and Vijayan K. Asari, “Object Tracking using Statistic-based Feature Fusion Technique,” Brother Joseph W Stander Symposium 2016, University of Dayton, Dayton, OH, USA, 20 April 2016.

    38. Paheding Sidike, Evan W Krieger, and Vijayan K. Asari, “Image Interpolation Using Fourier Phase Features,” Brother Joseph W Stander Symposium 2016, University of Dayton, Dayton, OH, USA, 20 April 2016.

    39. Almabrok Essa, Paheding Sidike, Daniel P Prince, and Vijayan K. Asari, “Automated Oil/Gas Leak Detection System,” Brother Joseph W Stander Symposium 2016, University of Dayton, Dayton, OH, USA, 20 April 2016.

    40. Daniel P Prince, Paheding Sidike, Almabrok Essa, and Vijayan K. Asari, “Automatic Building Detection in Wide Area Imagery,” Brother Joseph W Stander Symposium 2016, University of Dayton, Dayton, OH, USA, 20 April 2016.

    41. Vijayan K. Asari, Paheding Sidike, Almabrok Essa, and Daniel Prince, “Automated wide area surveillance system for oil/gas pipeline infrastructure protection,” 2016 IEEE/ACM 11th Annual Information Technology Professional Conference at TCF. The College of New Jersey, Ewing Township, NJ, USA, March 18, 2016. (Invited Talk) 

    42. Paheding Sidike, Fatema Albalooshi, Yakov Diskin, ALmabrok Essa and Vijayan K. Asari, “Automatic building change detection by 2D and 3D representation for wide area surveillance,” Brother Joseph W Stander Symposium, University of Dayton, Dayton, OH, USA, April 2015.

    43. Paheding Sidike, ALmabrok Essa, and Vijayan K. Asari, “Automatic intrusion detection on pipeline right-of-way via aerial imagery,” Brother Joseph W Stander Symposium, University of Dayton, Dayton, OH, USA, April 2015.

    44. Fatema Albalooshi, Paheding Sidike, Yakov Diskin, and Vijayan K. Asari, “A self-organizing maps approach to segmenting tumors in computed tomography (CAT) and magnetic resonance imaging (MRI) scans,” Brother Joseph W Stander Symposium, University of Dayton, Dayton, OH, USA,  April 2015.

    45. Evan Krieger, Paheding Sidike, Theus Aspiras, and Vijayan K. Asari, “Directional ringlet intensity feature transform for pedestrian tracking,” Brother Joseph W Stander Symposium, University of Dayton, Dayton, OH, USA, April 2015.

    46. Paheding Sidike and Vijayan K. Asari, “Rotation, scaling and illumination invariant pattern recognition using joint transform correlation for object detection and tracking,” Brother Joseph W Stander Symposium, University of Dayton, Dayton, OH, USA, April 2015.

    47. Paheding Sidike and Vijayan K. Asari, “Detection of Machinery Threat on Pipeline Right-of-Way,” 2014 Pipeline Research Council International (PRCI) Research Exchange Meeting, Atlanta, GA, USA, 04-06 February 2014.

    48. Paheding Sidike, Chen Cui, Binu M Nair, Sai B Arigela, Yakov Diskin and Vijayan K. Asari, “Advanced Image Processing for Automatic Pipeline Right-Of-Way Threat Detection,” Brother Joseph W Stander Symposium, University of Dayton, Dayton, OH, USA, 9 April 2014. 

    49. Paheding Sidike, Sai B Arigela, Yakov Diskin and Vijayan K. Asari, “Visibility Improvement through Hyperspectral Band Integration,” Brother Joseph W Stander Symposium, University of Dayton, Dayton, OH, USA, 9 April 2014. 

    50. Andrew D Braun, Chen Cui, Paheding Sidike, Solomon G Duning, Binu M Nair, Theus H Aspiras, Yakov Diskin and Vijayan K. Asari, “An Interactive Robust Artificial Intelligence-based Defense Electro Robot (RAIDER) using a Pan-Tilt-Zoom Camera,” Brother Joseph W Stander Symposium, University of Dayton, Dayton, OH, USA, 9 April 2014.

    Contact Us

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