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Publications of Hengameh Mirzaalian
Articles in journal, book chapters
  1. Hengameh Mirzaalian, Tim Lee, and Ghassan Hamarneh. Skin Lesion Tracking System using Structured Graphical Models. Medical Image Analysis (MedIA) (Special Issue on Discrete Graphical Models in Biomedical Image Analysis), 27:84-92, 2015. Keyword(s): Registration and Matching, Tracking, Graph based, Dermatology, Machine Learning. [bibtex-key = media2015]


  2. Hengameh Mirzaalian, Tim Lee, and Ghassan Hamarneh. Streak-Detection in Dermoscopic Color Images using Localized Radial Flux of Principal Intensity Curvature (Chapter 7). Dermoscopy Image Analysis, pp 211-229, 2015. ISBN: 9781482253269. Keyword(s): Color, Processing, Segmentation, Anatomical Trees and Tubular Structures, Dermatology. [bibtex-key = crc2015a]


  3. Ching-Wei Wang, Cheng-Ta Huang, Meng-Che Hsieh, Chung-Hsing Li, Sheng-Wei Chang, Wei-Cheng Li, Remy Vandaele, Raphael Maree, Sebastien Jodogne, Pierre Geurts, Cheng Chen, Guoyan Zheng, Chengwen Chu, Hengameh Mirzaalian, Ghassan Hamarneh, Tomaz Vrtovec, and Bulat Ibragimov. Evaluation and Comparison of Anatomical Landmark Detection Methods for Cephalometric X-Ray Images: A Grand Challenge. IEEE Transactions on Medical Imaging (IEEE TMI), 34(9):1890-900, 2015. Keyword(s): Challenge, Graph based, Optimization, Machine Learning, Registration and Matching. [bibtex-key = tmi2015b]


  4. Hengameh Mirzaalian, Tim Lee, and Ghassan Hamarneh. Hair Enhancement in Dermoscopic Images using Dual-Channel Quaternion Tubularness Filters and MRF-based Multi-Label Optimization. IEEE Transactions on Image Processing (IEEE TIP), 23(12):5486-5496, 2014. Keyword(s): Anatomical Trees and Tubular Structures, Processing, Color, Dermatology. [bibtex-key = tip2014]


  5. Hengameh Mirzaalian, Tim Lee, and Ghassan Hamarneh. Spatial Normalization of Human Back Images for Dermatological Studies. IEEE Journal of Biomedical and Health Informatics (IEEE JBHI), 18(4):1494-1501, 2013. Keyword(s): Registration and Matching, Tracking, Graph based, Dermatology. [bibtex-key = jbhi2013]


Conference articles
  1. Ali Majdzadeh, Mohammed AlJasser, Hengameh Mirzaalian, Jerry Shapiro, Ghassan Hamarneh, and Tim Lee. Automated Counting of Hair Using an iPhone. In World Congress of Dermatology (WCD), 2015. Keyword(s): Anatomical Trees and Tubular Structures, Dermatology, Color, Software and Tools. [bibtex-key = wcd2015c]


  2. Hengameh Mirzaalian, Tim Lee, and Ghassan Hamarneh. A computer vision tracking system for pigmented skin lesions. In World Congress of Dermatology (WCD), 2015. Keyword(s): Processing, Color, Machine Learning, Optimization, Registration and Matching, Tracking, Graph based, Dermatology. [bibtex-key = wcd2015b]


  3. Hengameh Mirzaalian, Tim Lee, and Ghassan Hamarneh. Detecting Streaks from Dermoscopic Images of Pigmented Skin Lesions. In The International Society for Biophysics and Imaging of the Skin (ISBS), 2015. Keyword(s): Processing, Color, Machine Learning, Dermatology. [bibtex-key = isbs2015]


  4. Hengameh Mirzaalian, Tim Lee, and Ghassan Hamarneh. Skin Lesion Matching using Jacobian Based Descriptors for Topology Preservation. In IEEE International Symposium on Biomedical Imaging (IEEE ISBI), pages 1407-1410, 2015. Keyword(s): Dermatology, Registration and Matching. [bibtex-key = isbi2015c]


  5. Hengameh Mirzaalian and Ghassan Hamarneh. Automatic Globally-Optimal Pictorial Structures with Random Decision Forest Based Likelihoods For Cephalometric X-Ray Landmark Detection. In Automatic Cephalometric X-Ray Landmark Detection Challenge 2014, in conjunction with IEEE International Symposium on Biomedical Imaging (IEEE ISBI), pages 1-12, 2014. Keyword(s): Challenge, Machine Learning, Optimization. [bibtex-key = isbi2014_chlg_ceph]


  6. Hengameh Mirzaalian, Tim Lee, and Ghassan Hamarneh. Learning Features for Streak Detection in Dermoscopic Color Images using Localized Radial Flux of Principal Intensity Curvature. In IEEE workshop on Mathematical Methods for Biomedical Image Analysis (IEEE MMBIA), pages 97-101, 2012. Keyword(s): Color, Machine Learning, Anatomical Trees and Tubular Structures, Dermatology. [bibtex-key = mmbia2012d]


  7. Hengameh Mirzaalian, Tim Lee, and Ghassan Hamarneh. Uncertainty-based Feature Learning for Skin Lesion Matching using a High Order MRF Optimization Framework. In Lecture Notes in Computer Science, Medical Image Computing and Computer-Assisted Intervention (MICCAI), volume 7511, pages 98-105, 2012. Keyword(s): Machine Learning, Uncertainty, Optimization, Dermatology. [bibtex-key = miccai2012]


  8. Hengameh Mirzaalian, Ahmed Saad, and Ghassan Hamarneh. Iterative Segmentation and Motion Correction for Dynamic PET Images based on Radioactive Tracer Kinetics. In IEEE workshop on Mathematical Methods for Biomedical Image Analysis (IEEE MMBIA), pages 265-270, 2012. Keyword(s): Functional/Molecular/Dynamic Imaging, Segmentation, Registration and Matching, Tracking. [bibtex-key = mmbia2012c]


  9. Hengameh Mirzaalian, Ghassan Hamarneh, Bahareh HajGhanbari, and W. Darlene Reid. 3D Shape Analysis of the Knee Extensor and Flexor Muscles in Patients with COPD using Mesh Projection-based Features. In Medical Image Computing and Computer-Assisted Intervention Workshop on Mesh Processing in Medical Image Analysis (MICCAI MeshMed), pages 1-8, 2011. Keyword(s): Medial-based Shape Representation, Shape Modelling and Analysis. [bibtex-key = miccai_meshmed2011]


  10. Hengameh Mirzaalian and Ghassan Hamarneh. Vessel Scale Selection using MRF Optimization. In IEEE Computer Vision and Pattern Recognition (IEEE CVPR), pages 3273-3278, 2010. Keyword(s): Anatomical Trees and Tubular Structures, Optimization, Graph based. [bibtex-key = cvpr2010a]


  11. Hengameh Mirzaalian, Ghassan Hamarneh, and Tim Lee. Back Atlas for Tracking Pigmented Skin Lesions. In Annual UBC and CIHR Skin Research Day, 2010. Keyword(s): Registration and Matching, Tracking, Dermatology. [bibtex-key = skin2010]


  12. Hengameh Mirzaalian, Ghassan Hamarneh, and Tim Lee. Graph-based Approach to Skin Mole Matching Incorporating Template-Normalized Coordinates. In IEEE Computer Vision and Pattern Recognition (IEEE CVPR), pages 2152-2159, 2009. Keyword(s): Registration and Matching, Tracking, Graph based, Dermatology. [bibtex-key = cvpr2009]


  13. Hengameh Mirzaalian, Ghassan Hamarneh, and Tim Lee. Skin Mole Matching Incorporating Template-Normalized Coordinates. In Annual UBC and CIHR Skin Research Day, 2009. Keyword(s): Registration and Matching, Tracking, Graph based, Dermatology. [bibtex-key = skin2009]


Internal reports
  1. Hengameh Mirzaalian, Ghassan Hamarneh, and Tim Lee. Spatial Normalization of Human Back Images for Dermatological Studies. Technical report TR 2010-01, School of Computing Science, Simon Fraser University, Burnaby, BC, Canada, February 2010. Keyword(s): Registration and Matching, Dermatology. [bibtex-key = sfu_cs2010_01]



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Last modified: Wed Oct 18 00:00:27 2017
Author: hamarneh.


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