1. Mengliu Zhao, Jeremy Kawahara, Kumar Abhishek, Sajjad Shamanian, and Ghassan Hamarneh. Skin3D: Detection and Longitudinal Tracking of Pigmented Skin Lesions in 3D Total-Body Textured Meshes (Zhao and Kawahara: Joint first authors). Medical Image Analysis (MedIA), 77(102329):1-10, 2022. Keyword(s): Dermatology, Machine Learning, Deep Learning, Optimization, Registration and Matching, Graph based, Tracking, Datasets. [bibtex-key = media2022]



2. Alborz Amir-Khalili, Ghassan Hamarneh, Roja Zakariaee, Ingrid Spadinger, and Rafeef Abugharbieh. Propagation of Registration Uncertainty During Multi-Fraction Cervical Cancer Brachytherapy. Physics in Medicine and Biology (PMB), 62(30):8116-81135, 2017. Keyword(s): Registration and Matching, Brachytherapy, Uncertainty. [bibtex-key = pmb2017]



3. Roja Zakariaee, Ghassan Hamarneh, Colin J. Brown, Marc Gaudet, Christina Aquino-Parsons, and Ingrid Spadinger. Association of Bladder Dose with Late Urinary Side Effects in Cervical Cancer High-Dose-Rate Brachytherapy. Brachytherapy, 16(6):1175-1183, 2017. Keyword(s): Registration and Matching, Brachytherapy. [bibtex-key = brachy2017]



4. Masoud Nosrati, Alborz Amir-Khalili, Jean-Marc Peyrat, Julien Abi-Nahed, Osama Al-Alao, Abdulla Al-Ansari, Rafeef Abugharbieh, and Ghassan Hamarneh. Endoscopic Scene Labelling and Augmentation using Intraoperative Pulsatile Motion and Colour Appearance Cues with Preoperative Anatomical Priors. The International Journal for Computer Assisted Radiology and Surgery (IJCARS), 11(8):1409-1418, 2016. Keyword(s): Segmentation, Registration and Matching, Tracking, Image-Guided Surgery. [bibtex-key = ijcars2016]



5. Roja Zakariaee, Ghassan Hamarneh, Colin J. Brown, Marc Gaudet, Christina Aquino-Parsons, and Ingrid Spadinger. Bladder Accumulated Dose in Image-Guided High-Dose-Rate Brachytherapy for Locally Advanced Cervical Cancer and its Relation to Urinary Toxicity. Physics in Medicine and Biology (PMB), 1(24):8408-8424, 2016. Keyword(s): Registration and Matching, Brachytherapy. [bibtex-key = pmb2016]



6. Hengameh Mirzaalian, Tim K. 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]



7. Masoud Nosrati, Rafeef Abugharbieh, Jean-Marc Peyrat, Julien Abi-Nahed, Osama Al-Alao, Abdulla Al-Ansari, and Ghassan Hamarneh. Simultaneous Multi-Structure Segmentation and 3D Non-Rigid Pose Estimation in Image-Guided Robotic Surgery. IEEE Transactions on Medical Imaging (IEEE TMI), 35(1):1-12, 2015. Keyword(s): Segmentation, Registration and Matching, Tracking, Image-Guided Surgery. [bibtex-key = tmi2015c]



8. 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]



9. Roja Zakariaee, Ghassan Hamarneh, Colin J. Brown, and Ingrid Spadinger. Validation of non-rigid point-set registration methods using a porcine bladder pelvic phantom. Physics in Medicine and Biology (PMB), 61(2):825-854, 2015. Keyword(s): Registration and Matching, Brachytherapy. [bibtex-key = pmb2015]



10. Roja Zakariaee, Colin J. Brown, Ghassan Hamarneh, Christina Parsons, and Ingrid Spadinger. Estimation of Bladder-Wall Cumulative Dose in Multi-Fraction Image-Based Gynaecological Brachytherapy Using Deformable Point Set Registration. Medical Physics (also appeared in COMP 2014), 41(3):1, 2014. Keyword(s): Registration and Matching, Brachytherapy. [bibtex-key = mp2014]



11. Hengameh Mirzaalian, Tim K. 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]



12. Lisa Y. W. Tang and Ghassan Hamarneh. Medical Image Registration: A Review (Chapter 22). Medical Imaging: Technology and Applications, pp 619-660, 2013. ISBN: 9781466582620. Keyword(s): Survey/Review, Optimization, Registration and Matching. [bibtex-key = crc2013c]



13. Oliver van Kaick, Hao (Richard) Zhang, and Ghassan Hamarneh. Bilateral Maps for Partial Matching. Computer Graphics Forum (CGF), 32(6):189-200, 2013. Keyword(s): Registration and Matching, Shape Modelling and Analysis. [bibtex-key = cgf2013]



14. Lisa Y. W. Tang, Tim Bressmann, and Ghassan Hamarneh. Tongue contour tracking in dynamic ultrasound via higher-order MRFs and efficient fusion moves. Medical Image Analysis (MedIA), 16(8):1503-1520, 2012. Keyword(s): Tracking, Registration and Matching, Graph based. [bibtex-key = mia2012b]



15. Oliver van Kaick, Andrea Tagliasacchi, Oana Sidi, Hao (Richard) Zhang, Daniel Cohen-Or, Lior Wolf, and Ghassan Hamarneh. Prior Knowledge for Part Correspondence. Computer Graphics Forum (CGF) (Special Issue of Eurographics 2011), 30(2):1-10, 2011. Keyword(s): Segmentation, Registration and Matching, Shape Modelling and Analysis. [bibtex-key = cgf2011b]



16. Oliver van Kaick, Hao (Richard) Zhang, Ghassan Hamarneh, and Daniel Cohen-Or. A Survey on Shape Correspondence. Computer Graphics Forum (CGF) (extended version of Eurographics 2010 STAR), 30(6):1681-1707, 2011. Keyword(s): Survey/Review, Registration and Matching, Shape Modelling and Analysis. [bibtex-key = cgf2011a]



17. Lisa Y. W. Tang, Ghassan Hamarneh, and Anna Celler. Dual-isotope Acquisition for CT-SPECT Registration of Infection Studies. Journal of Digital Imaging, 23(3):258-267, 2010. Keyword(s): Imaging, Registration and Matching, Validation, Multimodal, Functional/Molecular/Dynamic Imaging. [bibtex-key = jdi2010]



18. Aaron Ward and Ghassan Hamarneh. GMAT: The Groupwise Medial Axis Transform for Fuzzy Skeletonization and Intelligent Pruning. IEEE Transactions Pattern Analysis and Machine Intelligence (IEEE TPAMI), 32(6):1084-1096, 2010. Keyword(s): Medial-based Shape Representation, Shape Modelling and Analysis, Registration and Matching. [bibtex-key = pami2010]



19. Lingshu Yin, Lisa Y. W. Tang, Ghassan Hamarneh, Brad Gill, Anna Celler, Sergey Shcherbinin, Tsien-Fei Fua, Anna Thompson, Mitchell Liu, Cheryl Duzenli, Finbar Sheehan, and Vitali Moiseenko. Complexity and accuracy of image registration methods in SPECT guided radiation therapy. Physics in Medicine and Biology (PMB), 55:237-246, 2010. Keyword(s): Registration and Matching, Color/Multichannel/Vector-valued, Functional/Molecular/Dynamic Imaging. [bibtex-key = pmb2010]



20. Eyal Zadicario, Shlomi Rudich, Ghassan Hamarneh, and Daniel Cohen-Or. Image-Based Motion Detection Using the Concept of Weighted Directional Descriptors. IEEE Engineering in Medicine and Biology Magazine (IEEE EMB), 20(2):87-94, 2010. Keyword(s): Registration and Matching, Tracking. [bibtex-key = emb2010]



21. Warren Cheung and Ghassan Hamarneh. n-SIFT: n-dimensional Scale Invariant Feature Transform. IEEE Transactions on Image Processing (IEEE TIP), 18(9):2012-2021, 2009. Keyword(s): Registration and Matching. [bibtex-key = tip2009]



22. Lisa Y. W. Tang, Ghassan Hamarneh, and Anna Celler. Validation of Mutual Information-Based Registration of CT and Bone SPECT Images in Dual-isotope Studies. Computer Methods and Programs in Biomedicine, 92(2):173-185, 2008. Keyword(s): Imaging, Registration and Matching, Validation, Multimodal, Functional/Molecular/Dynamic Imaging. [bibtex-key = cmpb2008]



23. Warren Cheung and Ghassan Hamarneh. Scale Invariant Feature Transform for n-Dimensional Images (n-SIFT). Insight Journal, July-December:1-7, 2007. Keyword(s): Software and Tools, Registration and Matching. [bibtex-key = ij2007]



24. Vincent Chu and Ghassan Hamarneh. MATITK: Extending MATLAB with ITK. Insight Journal, Aug-Dec:1-8, 2005. Keyword(s): Processing, Segmentation, Registration and Matching, Software and Tools. [bibtex-key = ij2005]



25. Rafeef Abugharbieh, Ghassan Hamarneh, Tomas Gustavsson, and Clemens Kaminski. Level Set Curve Matching and Particle Image Velocimetry for Resolving Chemistry and Turbulence Interactions in Propagating Flames. Journal of Mathematical Imaging and Vision, 19(3):199-218, 2003. Keyword(s): Registration and Matching. [bibtex-key = jmiv2003]



26. Rafeef Abugharbieh, Ghassan Hamarneh, Tomas Gustavsson, and Clemens Kaminski. Flame Front Tracking by Laser Induced Fluorescence Spectroscopy and Advanced Image Analysis. Journal of Optics Express, 8(5):278-287, 2001. Keyword(s): Segmentation, Registration and Matching. [bibtex-key = opex2001]

1. Lisa Y. W. Tang, Roger Tam, and Ghassan Hamarneh. Enhancing Accuracy of Symmetric Random Walker Image Registration Via a Novel Data-Consistency Measure. In IEEE International Symposium on Biomedical Imaging (IEEE ISBI), pages 28-31, 2016. Keyword(s): Registration and Matching, Uncertainty. [bibtex-key = isbi2016c]



2. Roja Zakariaee, Christina Aquino-Parsons, Ghassan Hamarneh, Colin J. Brown, Marc Gaudet, Peter Lim, and Ingrid Spadinger. Can Bladder Late Complications be predicted in Cervical Cancer HDR Brachytherapy?. In World Congress of Brachytherapy (WCB), 2016. Keyword(s): Registration and Matching, Brachytherapy. [bibtex-key = wcb2016]



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



4. Hengameh Mirzaalian, Tim K. 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. Lisa Y. W. Tang, Shawn Andrews, and Ghassan Hamarneh. Random Walker Image Registration with Inverse Consistency. In IEEE International Symposium on Biomedical Imaging (IEEE ISBI), pages 837-840, 2015. Keyword(s): Registration and Matching, Uncertainty. [bibtex-key = isbi2015b]



6. Lisa Y. W. Tang, Ghassan Hamarneh, Anthony Traboulsee, and Roger Tam. Corpus callosum segmentation in MS studies using normal atlases and optimal hybridization of extrinsic and intrinsic image cues. In Lecture Notes in Computer Science, Medical Image Computing and Computer-Assisted Intervention (MICCAI), volume 9351, pages 123-131, 2015. Keyword(s): Registration and Matching, Segmentation, Multiple Sclerosis, MRI. [bibtex-key = miccai2015c]



7. Roja Zakariaee, Ghassan Hamarneh, Colin J. Brown, and Ingrid Spadinger. Phantom Validation of a Point-Set Deformable Registration Method using Pig Bladder. In World Congress on Medical Physics and Biomedical Engineering (WCMPBE), 2015. Keyword(s): Registration and Matching, Brachytherapy. [bibtex-key = wcmpbe2015]



8. Shawn Andrews, Lisa Y. W. Tang, and Ghassan Hamarneh. Fast Random Walker Image Registration using Precomputation. In IEEE International Symposium on Biomedical Imaging (IEEE ISBI), pages 189-192, 2014. Keyword(s): Registration and Matching, Fast MIA. [bibtex-key = isbi2014d]



9. Shawn Andrews, Lisa Y. W. Tang, and Ghassan Hamarneh. Topology Preservation and Anatomical Feasibility in Random Walker Image Registration. In Lecture Notes in Computer Science, Medical Image Computing and Computer-Assisted Intervention (MICCAI), volume 8673, pages 210-217, 2014. Keyword(s): Registration and Matching. [bibtex-key = miccai2014a]



10. Ghassan Hamarneh, Alborz Amir-Khalili, Masoud Nosrati, Ivan Figueroa, Jeremy Kawahara, Osama Al-Alao, Jean-Marc Peyrat, Julien Abi-Nahed, Abdulla Al-Ansari, and Rafeef Abugharbieh. Towards Multi-Modal Image-Guided Tumour Identification in Robot-Assisted Partial Nephrectomy. In IEEE Middle East Conference on Biomedical Engineering (IEEE MECBME), pages 159-162, 2014. Keyword(s): Image-Guided Surgery, Segmentation, Registration and Matching, Physical Modelling, Multimodal. [bibtex-key = mecbme2014]



11. Masoud Nosrati, Jean-Marc Peyrat, Julien Abi-Nahed, Osama Al-Alao, Abdulla Al-Ansari, Rafeef Abugharbieh, and Ghassan Hamarneh. Efficient Multi-Organ Segmentation in Multi-View Endoscopic Videos using Pre-Op Priors. In Lecture Notes in Computer Science, Medical Image Computing and Computer-Assisted Intervention (MICCAI), volume 8674, pages 324-331, 2014. Keyword(s): Fast MIA, Registration and Matching, Segmentation, Optimization, Image-Guided Surgery. [bibtex-key = miccai2014b]



12. Lisa Y. W. Tang and Ghassan Hamarneh. Random Walk Image Registration via Cost Aggregation. In IEEE International Symposium on Biomedical Imaging (IEEE ISBI), pages 576-579, 2014. Keyword(s): Registration and Matching, Fast MIA. [bibtex-key = isbi2014c]



13. Roja Zakariaee, Colin J. Brown, Ghassan Hamarneh, Christina Parsons, and Ingrid Spadinger. Estimation of Bladder-Wall Cumulative Dose in Multi-Fraction Image-Based Gynaecological Brachytherapy Using Deformable Point Set Registration. In Canadian Organization of Medical Physicists 60th Annual Scientific Meeting (COMP), 2014. Keyword(s): Registration and Matching, Brachytherapy. [bibtex-key = comp2014]



14. Tayebeh Lotfi, Lisa Y. W. Tang, Shawn Andrews, and Ghassan Hamarneh. Improving probabilistic image registration via reinforcement learning and uncertainty evaluation. In Medical Image Computing and Computer-Assisted Intervention Workshop on Machine Learning in Medical Imaging (MICCAI MLMI), volume 8184, pages 188-195, 2013. Keyword(s): Uncertainty, Registration and Matching, Machine Learning. [bibtex-key = miccai_mlmi2013b]



15. Lisa Y. W. Tang and Ghassan Hamarneh. Random walks with efficient search and contextually adapted image similarity for deformable registration. In Lecture Notes in Computer Science, Medical Image Computing and Computer-Assisted Intervention (MICCAI), volume 8150, pages 43-50, 2013. Keyword(s): Optimization, Registration and Matching, Uncertainty. [bibtex-key = miccai2013a]



16. 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]



17. Lisa Y. W. Tang, Alfred O Hero, and Ghassan Hamarneh. Locally-Adaptive Similarity Metric for Deformable Medical Image Registration. In IEEE International Symposium on Biomedical Imaging (IEEE ISBI), pages 728-731, 2012. Keyword(s): Machine Learning, Registration and Matching. [bibtex-key = isbi2012a]



18. Oliver van Kaick, Andrea Tagliasacchi, Oana Sidi, Hao (Richard) Zhang, Daniel Cohen-Or, Lior Wolf, and Ghassan Hamarneh. Prior Knowledge for Part Correspondence. In Eurographics (also appears in the Special Issue of the Journal Computer Graphics Forum), pages 1-10, 2011. Keyword(s): Segmentation, Registration and Matching, Shape Modelling and Analysis. [bibtex-key = eg2011]



19. Neda Changizi, Ghassan Hamarneh, Omer Ishaq, Aaron Ward, and Roger Tam. Extraction of the Plane of Minimal Cross-Sectional Area of the Corpus Callosum using Template-Driven Segmentation. In Lecture Notes in Computer Science, Medical Image Computing and Computer-Assisted Intervention (MICCAI), volume 6363, pages 17-24, 2010. Keyword(s): Registration and Matching, Segmentation, Shape Modelling and Analysis, Multiple Sclerosis, MRI. [bibtex-key = miccai2010c]



20. Hengameh Mirzaalian, Ghassan Hamarneh, and Tim K. 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]



21. Lisa Y. W. Tang and Ghassan Hamarneh. Graph-based tracking of the tongue contour in ultrasound sequences with adaptive temporal regularization. In IEEE workshop on Mathematical Methods for Biomedical Image Analysis (IEEE MMBIA) in conjunction with the IEEE Conference on Computer Vision and Pattern Recognition (IEEE CVPR), pages 154-161, 2010. Keyword(s): Tracking, Registration and Matching, Graph based. [bibtex-key = mmbia2010]



22. Lisa Y. W. Tang, Ghassan Hamarneh, and Rafeef Abugharbieh. Reliability-Driven, Spatially-Adaptive Regularization for Deformable Registration. In Workshop on Biomedical Image Registration (WBIR), pages 173-185, 2010. Keyword(s): Registration and Matching. [bibtex-key = wbir2010]



23. Oliver van Kaick, Hao (Richard) Zhang, Ghassan Hamarneh, and Daniel Cohen-Or. A Survey on Shape Correspondence. In EuroGraphics: State-of-the-Art Report, pages 61-82, 2010. Keyword(s): Survey/Review, Registration and Matching, Shape Modelling and Analysis. [bibtex-key = eg2010]



24. Hengameh Mirzaalian, Ghassan Hamarneh, and Tim K. 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]



25. Hengameh Mirzaalian, Ghassan Hamarneh, and Tim K. 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]



26. Lingshu Yin, Lisa Y. W. Tang, Ghassan Hamarneh, Anna Celler, Sergey Shcherbinin, Tsien-Fei Fua, Hannah Carolan, Anna Thompson, Mitchell Liu, Cheryl Duzenli, Brad Gill, Finbar Sheehan, John Powe, Daniel Worsley, and Vitali Moiseenko. Evaluating geometrical accuracy of image registration methods in SPECT guided radiation therapy. In Medical Image Computing and Computer-Assisted Intervention Workshop on Geometric accuracy in image guided intervention (MICCAI GAIGI), pages 63-70, 2009. Keyword(s): Registration and Matching, Multimodal, Functional/Molecular/Dynamic Imaging. [bibtex-key = miccai_gaigi2009]



27. Lingshu Yin, Lisa Y. W. Tang, Ghassan Hamarneh, Vitali Moiseenko, Anna Celler, Sergey Shcherbinin, Tsien-Fei Fua, Anna Thompson, Mitchell Liu, Cheryl Duzenli, Brad Gill, Finbar Sheehan, John Powe, and Daniel Worsley. Quantitative evaluation on the accuracy of image registration methods in SPECT guided radiation therapy for lung cancer patients. In Canadian Organization of Medical Physicists 55th Annual Scientific Meeting (COMP), 2009. Keyword(s): Functional/Molecular/Dynamic Imaging, Registration and Matching, Multimodal. [bibtex-key = comp2009]



28. Ghassan Hamarneh, Preet Jassi, and Lisa Y. W. Tang. Simulation of Ground-Truth Validation Data via Physically- and Statistically-based Warps. In Lecture Notes in Computer Science, Medical Image Computing and Computer-Assisted Intervention (MICCAI), volume 5241, pages 459-467, 2008. Keyword(s): Registration and Matching, Segmentation, Shape Modelling and Analysis, Software and Tools, Validation, Synthesis/Simulation/Augmentation, Physical Modelling. [bibtex-key = miccai2008b]



29. William Ma, Ghassan Hamarneh, Greg Mori, Katie Dinelle, and Vesna Sossi. Motion Estimation for Functional Medical Imaging Studies using a Stereo Video Head Pose Tracking System. In IEEE Medical Imaging / Nuclear Science Conference (IEEE MIC/NSS), pages 4086-4090, 2008. Keyword(s): Tracking, Registration and Matching. [bibtex-key = mic2008]



30. Lisa Y. W. Tang and Ghassan Hamarneh. SMRFI: Shape Matching via Registration of Vector-Valued Feature Images. In IEEE Computer Vision and Pattern Recognition (IEEE CVPR), pages 1-8, 2008. Keyword(s): Registration and Matching. [bibtex-key = cvpr2008]



31. Lisa Y. W. Tang, Ghassan Hamarneh, and Anna Celler. Increasing Accuracy of Mutual Information-Based Registration of Tumor SPECT and CT Images with Dual-isotope Studies. In Society for Imaging Informatics in Medicine Annual Meeting (SIIM), pages 59-61, 2008. Keyword(s): Registration and Matching, Multimodal, Functional/Molecular/Dynamic Imaging. [bibtex-key = siim2008]



32. Warren Cheung and Ghassan Hamarneh. n-SIFT: n-dimensional Scale Invariant Feature Transform for Matching Medical Images. In IEEE International Symposium on Biomedical Imaging (IEEE ISBI), pages 720-723, 2007. Keyword(s): Registration and Matching. [bibtex-key = isbi2007b]



33. Aaron Ward and Ghassan Hamarneh. Statistical Shape Modeling using MDL Incorporating Shape, Appearance, and Expert Knowledge. In Lecture Notes in Computer Science, Medical Image Computing and Computer-Assisted Intervention (MICCAI), volume 4791, pages 278-285, 2007. Keyword(s): Shape Modelling and Analysis, Registration and Matching. [bibtex-key = miccai2007d]



34. Oliver van Kaick, Ghassan Hamarneh, Hao (Richard) Zhang, and Paul Wighton. Contour Correspondence via Ant Colony Optimization. In Pacific Graphics (PG), pages 271-280, 2007. Keyword(s): Registration and Matching, Optimization. [bibtex-key = pg2007]



35. Anna Celler, Lisa Y. W. Tang, Ghassan Hamarneh, and Philip Cohen. Co-registration of CT-SPECT images for tumor localization and dosimetry. In European Association of Nuclear Medicine Annual Congress (EANM), pages 260, 2006. Keyword(s): Registration and Matching, Multimodal, Functional/Molecular/Dynamic Imaging. [bibtex-key = eanm2006]



36. Vincent Chu and Ghassan Hamarneh. MATLAB-ITK interface for medical image filtering, segmentation, and registration. In SPIE Medical Imaging, volume 61443T, pages 1-8, 2006. Keyword(s): Processing, Segmentation, Registration and Matching, Software and Tools. [bibtex-key = spiemi2006a]



37. Kevin Stevenson, Mark Schweitzer, and Ghassan Hamarneh. Multi-angle deformation analysis of Hoffa's fat pad. In SPIE Medical Imaging, volume 6143-29, pages 1-9, 2006. Keyword(s): Segmentation, Registration and Matching. [bibtex-key = spiemi2006c]



38. Lisa Y. W. Tang, Anna Celler, and Ghassan Hamarneh. Co-registration and fusion of CT and SPECT images. In Annual meeting of the Canadian Society of Nuclear Medicine (CSNM), 2006. Keyword(s): Registration and Matching, Multimodal, Functional/Molecular/Dynamic Imaging. [bibtex-key = csnm2006b]



39. Lisa Y. W. Tang, Ghassan Hamarneh, and Anna Celler. Co-registration and fusion of CT and SPECT images using mutual information. In Vancouver Coastal Health Research Institute (VCHRI), 2006. Keyword(s): Registration and Matching, Multimodal, Functional/Molecular/Dynamic Imaging. [bibtex-key = vchri2006b]



40. Lisa Y. W. Tang, Ghassan Hamarneh, and Anna Celler. Co-registration of Bone CT and SPECT Images Using Mutual Information. In IEEE International Symposium on Signal Processing and Information Technology (IEEE ISSPIT), pages 116-121, 2006. Keyword(s): Registration and Matching, Multimodal, Functional/Molecular/Dynamic Imaging. [bibtex-key = isspit2006d]



41. Vincent Chu and Ghassan Hamarneh. MATITK: MATLAB-ITK Interface for Medical Image Processing. In 1st Annual Medical Technology Research Showcase, Vancouver, BC, 2005. Keyword(s): Processing, Segmentation, Registration and Matching, Software and Tools. [bibtex-key = medical_showcase2005a]



42. Ghassan Hamarneh, Vincent Chu, Marcelo Bordalo-Rodrigues, and Mark Schweitzer. Deformation analysis of Hoffa's fat pad from CT images of knee flexion and extension. In SPIE Medical Imaging, volume 5746, pages 527-534, 2005. Keyword(s): Segmentation, Registration and Matching, Shape Modelling and Analysis. [bibtex-key = spiemi2005b]



43. Josette Chen, Lee Adamson, Leila Baghdadi, Jonathan Bishop, Nick Bock, John Cargill, Lori Davidson, Jun Dazai, Stuart Foster, Ghassan Hamarneh, Natasha Kovacevic, Nir Lifshitz, Brian Nieman, Janet Rossant, John Sled, Yuqing Zhou, and Mark Henkelman. Current Progress of Imaging Screens at the Mouse Imaging Centre. In Integrated Functional Genomics of the Mouse (IFGM), 10 2003. Keyword(s): Imaging, Processing, Segmentation, Registration and Matching. [bibtex-key = ifgm2003]



44. Ghassan Hamarneh, Josette Chen, Nir Lifshitz, and Mark Henkelman. Local volume changes of the corpus callosum from 3D MR images of wildtype and knockout mouse brains. In 11th Scientific Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM), 2003. Keyword(s): Registration and Matching, Shape Modelling and Analysis. [bibtex-key = ismrm2003b]



45. Ghassan Hamarneh, Josette Chen, Brian Nieman, Jeff Henderson, and Mark Henkelman. Processing, Segmentation, Registration, and Deformation Analysis of 3D MR Images of Mice.. In Lecture Notes in Computer Science, Medical Image Computing and Computer-Assisted Intervention (MICCAI), volume 2879, pages 878-885, 2003. Keyword(s): Processing, Segmentation, Registration and Matching, Deformable Models. [bibtex-key = miccai2003a]



46. Natasha Kovacevic, Ghassan Hamarneh, and Mark Henkelman. Anatomically Guided Registration of Whole Body Mouse MR Images.. In Lecture Notes in Computer Science, Medical Image Computing and Computer-Assisted Intervention (MICCAI), volume 2879, pages 870-877, 2003. Keyword(s): Registration and Matching. [bibtex-key = miccai2003b]



47. Mark Henkelman, Josette Chen, John Cargill, Nick Bock, Brian Nieman, Nir Lifshitz, Stuart Foster, Allison Duckett, John Sled, Jun Dazai, Natasha Kovacevic, Ghassan Hamarneh, Colin McKerlie, Janet Rossant, and Johnathon Walls. An Imaging Centre for Mouse Phenotyping. In 16th International Mouse Genome Conference (IMGC), 2002. Keyword(s): Imaging, Processing, Segmentation, Registration and Matching. [bibtex-key = imgc2002]



48. Natasha Kovacevic, Ghassan Hamarneh, John Sled, and Mark Henkelman. 3D Registration of MR Mouse Images. In Imaging Network Ontario's 2nd Annual Imaging Symposium (INO), 2002. Keyword(s): Registration and Matching. [bibtex-key = ino2002b]



49. Rafeef Abugharbieh, Tomas Gustavsson, Clemens Kaminski, and Ghassan Hamarneh. Flame Front Matching and Tracking in PLIF Images using Geodesic Paths and Level Sets. In IEEE International Conference on Computer Vision workshop on Variational and Level Set Methods in Computer Vision (IEEE ICCV VLSM), pages 112-118, 2001. Keyword(s): Segmentation, Registration and Matching. [bibtex-key = iccv_vlsm2001]

1. Mengliu Zhao, Jeremy Kawahara, Sajjad Shamanian, Kumar Abhishek, Priyanka Chandrashekar, and Ghassan Hamarneh. Detection and Longitudinal Tracking of Pigmented Skin Lesions in 3D Total-Body Skin Textured Meshes (Zhao and Kawahara: Joint first authors). Technical report arXiv:2105.00374, 5 2021. Keyword(s): Dermatology, Machine Learning, Deep Learning, Optimization, Registration and Matching, Graph based, Tracking. [bibtex-key = arxiv:2105.00374]



2. Shawn Andrews and Ghassan Hamarneh. Adaptable Precomputation for Random Walker Image Segmentation and Registration. Technical report arxiv:1607.04174, 7 2016. Keyword(s): Segmentation, Registration and Matching, Optimization, Uncertainty. [bibtex-key = arxiv:1607.04174]



3. Shawn Andrews and Ghassan Hamarneh. Multi-Region Probabilistic Dice Similarity Coefficient using the Aitchison Distance and Bipartite Graph Matching. Technical report arxiv:1509.07244, 9 2015. Keyword(s): Segmentation, Validation, Graph based, Registration and Matching. [bibtex-key = arxiv:1509.07244]



4. Ghassan Hamarneh. The Optimizability-Fidelty Trade-Off in Image Analysis. Technical report SFU-Summit-10897, School of Computing Science, Simon Fraser University, Burnaby, BC, Canada, 9 2011. Keyword(s): Optimization, Segmentation, Registration and Matching. [bibtex-key = scia2011_g4a2011]



5. Hengameh Mirzaalian, Ghassan Hamarneh, and Tim K. 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, 2 2010. Keyword(s): Registration and Matching, Dermatology. [bibtex-key = sfu_cs2010_01]

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