Audrey Chung

MASc. Candidate

Audrey Chung

Supervisors

Alexander Wong

Research interests

My research interests include image processing and computer vision, with specific emphasis on biomedical imaging. My current research primarily focuses on computer-aided prostate cancer detection and grading via multi-parametric MRI. Other projects include lung nodule segmentation, video photoplethysmography, and illumination-robust feature detection.

Research topics

Biomedical Imaging

Computer Vision

Image Segmentation/Classification

Stochastic Models

Research demos

VIP-Sal

VIP-LowLight

Publications

Journal articles

Scharfenberger, C.A. ChungA. Wong, and D. A. Clausi, "Salient Region Detection Using Self-Guided Statistical Non-Redundancy in Natural Images", IEEE Access, vol. 4, pp. 48-60, 2016. Details

Conference papers

Shafiee, M. J.A. ChungA. Wong, and P. Fieguth, "IMPROVED FINE STRUCTURE MODELING VIA GUIDED STOCHASTIC CLIQUE FORMATION IN FULLY CONNECTED CONDITIONAL RANDOM FIELDSpdf", IEEE Conference on Image Processing, Accepted. Details

Chwyl, B.A. ChungF. LiA. Wong, and D. A. Clausi, "TIGER: A Texture-Illumination Guided Energy Response Model for Illumination Robust Local Saliencypdf", IEEE International Conference on Image Processing, Accepted. Details

Chwyl, B.A. ChungA. Wong, and D. A. Clausi, "Specular Reflectance Suppression in Endoscopic Imagery via Stochastic Bayesian Estimationpdf", International Conference on Image Analysis and Recognition 2015, Accepted. Details

 F.M. J. ShafieeA. ChungB. ChwylF. KazemzadehA. Wong, and J. S. Zelek, "HIGH DYNAMIC RANGE MAP ESTIMATION VIA FULLY CONNECTED RANDOM FIELDS WITH STOCHASTIC CLIQUESpdf", International Conference on Image Processing, April, Accepted. Details

Chung, A.C. Scharfenberger, F. Khalvati, A. Wong, and M. A. Haider, "Statistical Textural Distinctiveness in Multi-Parametric Prostate MRI for Suspicious Region Detectionpdf", International Conference on Image Analysis and Recognition (ICIAR) , July, 2015. Details

Chung, A.X. WangR. AmelardC. Scharfenberger, J. Leong, A. Wong, and D. A. Clausi, "High-resolution motion-compensated photoplethysmographic imaging for remote heart rate monitoringpdf", SPIE Photonics West, Multimodal Biomedical Imaging X, February, 2015. Details

Li, E.M. J. ShafieeA. Chung, F. Khalvati, A. Wong, and M. A. Haider, "Enhanced Reconstruction of Compressive Sensing MRI via Cross-Domain Stochastically Fully-Connected Random Field Modelpdf", International Society for Magnetic Resonance in Medicine, February, 2014. Details

Affiliation: 
University of Waterloo

Profiles by type