Supervisors
Alexander Wong, David A. Clausi
Research interests
I am very interested in spectropolarimetric optical imaging techniques and utilizing them for medical purposes. I have extended interests as well in medical image processing and analysis, in particular with prostate MRI.
Research topics
Research demos
Computer Vision for Autonomous Robots
Publications
Journal articles
Haider, S., A. Cameron, P. Siva, D. Lui, M. J. Shafiee, A. Boroomand, N. Haider, and A. Wong, "Fluorescence microscopy image noise reduction using a stochastically-connected random field model", Nature Scientific Reports, Submitted. Details
Shafiee, M. J., S. Haider, A. Wong, D. Lui, A. Cameron, A. Modhafar, P. Fieguth, and M. A. Haider, "Apparent Ultra-High b-value Diffusion-Weighted Image Reconstruction via Hidden Conditional Random Fields", TRANSACTIONS ON MEDICAL IMAGING, vol. 34, no. 5: IEEE, 2015. Details
Kazemzadeh, F., S. Haider, C. Scharfenberger, A. Wong, and D. A. Clausi, "Multispectral Stereoscopic Imaging Device: Simultaneous Multiview Imaging from the Visible to the Near-Infrared
", IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, vol. 63, issue 7: IEEE Instrumentation and Measurement Society, pp. 1871-1873, July 2014. Details
Conference papers
Glaister, J., S. Haider, A. Wong, and D. A. Clausi, "Restoration of block-transform compressed images via homotopic regularized sparse reconstruction", SPIE Electronic Imaging: Visual Information Processing and Communication VI, San Francisco, California, United States, October, Accepted. Details
Karimi, A-H., J. M. Shafiee, C. Scharfenberger, I. B. Daya, S. Haider, N. Talukdar, D. A. Clausi, and A. Wong,"Spatio-Temporal Saliency Detection Using Abstracted Fully-Connected Graphical Models", International Conference on Image Processing, September, 2016. Details
Karimi, A-H., J. M. Shafiee, C. Scharfenberger, I B. Daya, S. Haider, N. Talukar, D. A. Clausi, and A. Wong, "Spatio-Temporal Saliency Detection Using Abstracted Fully-Connected Graphical Models", International Conference on Image Processing, September, 2016. Details
Haider, S., C. Scharfenberger, F. Kazemzadeh, A. Wong, and D. A. Clausi, "Multi-polarimetric textural distinctiveness for outdoor robotic saliency detection", SPIE Electronic Imaging: Intelligent Robots and Computer Vision XXXII: Algorithms and Techniques, San Francisco, California, United States, February, 2015. Details
Cho, D., S. Haider, R. Amelard, A. Wong, and D. A. Clausi, "Physiological Characterization of Skin Lesion using Non-linear Random Forest Regression Model", 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Sheraton Chicago Hotel and Towers Chicago, IL, USA, pp. 3349-3352, September, 2014. Details
Haider, S., D. Cho, R. Amelard, A. Wong, and D. A. Clausi, "Enhanced classification of malignant melanoma lesions via the integration of physiological features from dermatological photographs", 36th Annual International IEEE Engineering in Medicine and Biology Society Conference, Sheraton Chicago Hotel and Towers Chicago, IL, USA, pp. 6455-6458, September, 2014. Details
Kazemzadeh, F., S. Haider, A. Wong, C. Scharfenberger, and D. A. Clausi, "Concurrent Multiview Discrete Spectral Imaging Device from the VIS to the NIR", SPIE: Optics + Photonics, Novel Optical Systems Design and Optimization XVII , vol. 9193, San Diego, USA, SPIE Proceedings, 2014. Details
