{"id":2662,"date":"2018-09-25T12:02:34","date_gmt":"2018-09-25T16:02:34","guid":{"rendered":"https:\/\/www.med.unc.edu\/compmed\/?page_id=2662"},"modified":"2023-05-16T15:54:55","modified_gmt":"2023-05-16T19:54:55","slug":"image-analysis-computer-vision","status":"publish","type":"page","link":"https:\/\/www.med.unc.edu\/compmed\/research\/research-groups\/image-analysis-computer-vision\/","title":{"rendered":"Image Analysis"},"content":{"rendered":"<div class=\"container-fluid divisions-container multi-column\">\n    \n            <article class=\"row post entry\">\n            <div class=\"directory-gallery-thumbnail\">\n                                                                                                \t\t\n                    <div class=\"upd-image\">\n                        <img loading=\"lazy\" decoding=\"async\" class=\"upd_img\" src=\"https:\/\/www.med.unc.edu\/compmed\/wp-content\/uploads\/sites\/852\/2018\/09\/Tim-Elston-1024x899.jpg\" alt=\"Tim Elston\" height=\"160\" width=\"120\" \/>\n                        <img decoding=\"async\" class=\"print_img\" src=\"https:\/\/www.med.unc.edu\/compmed\/wp-content\/uploads\/sites\/852\/2018\/09\/Tim-Elston-1024x899.jpg\" alt=\"\" \/>\n                    <\/div>\t\t\t\t\t\t\t\t\t\n                            <\/div>\n            <div class=\"directory-gallery-content\">\n                <h2 class=\"entry-title\">                                            <a href=\"https:\/\/www.med.unc.edu\/compmed\/directory\/timothy-elston-phd\/\" rel=\"bookmark\">\n                            Timothy Elston, PhD                        <\/a>\n                                    <\/h2> \n                \n                                                                    <p>Professor, Department of Pharmacology; Director, Graduate Program in Bioinformatics and Computational Biology, Systems Biology<\/p>\n                            <\/div>\n        <\/article>\n\n            <article class=\"row post entry\">\n            <div class=\"directory-gallery-thumbnail\">\n                                                                                                \t\t\n                    <div class=\"upd-image\">\n                        <img loading=\"lazy\" decoding=\"async\" class=\"upd_img\" src=\"https:\/\/www.med.unc.edu\/compmed\/wp-content\/uploads\/sites\/852\/2019\/03\/bautch-victoria.jpg\" alt=\"Victoria Bautch\" height=\"160\" width=\"120\" \/>\n                        <img decoding=\"async\" class=\"print_img\" src=\"https:\/\/www.med.unc.edu\/compmed\/wp-content\/uploads\/sites\/852\/2019\/03\/bautch-victoria.jpg\" alt=\"\" \/>\n                    <\/div>\t\t\t\t\t\t\t\t\t\n                            <\/div>\n            <div class=\"directory-gallery-content\">\n                <h2 class=\"entry-title\">                                            <a href=\"https:\/\/www.med.unc.edu\/compmed\/directory\/victoria-bautch\/\" rel=\"bookmark\">\n                            Victoria Bautch                        <\/a>\n                                    <\/h2> \n                \n                                                                    <p>Computational and Mathematical Modeling, Image Analysis<\/p>\n                            <\/div>\n        <\/article>\n\n            <article class=\"row post entry\">\n            <div class=\"directory-gallery-thumbnail\">\n                                                                                                \t\t\n                    <div class=\"upd-image\">\n                        <img loading=\"lazy\" decoding=\"async\" class=\"upd_img\" src=\"https:\/\/www.med.unc.edu\/compmed\/wp-content\/uploads\/sites\/852\/2018\/09\/Jim-Bear.jpeg\" alt=\"Jim Bear\" height=\"160\" width=\"120\" \/>\n                        <img decoding=\"async\" class=\"print_img\" src=\"https:\/\/www.med.unc.edu\/compmed\/wp-content\/uploads\/sites\/852\/2018\/09\/Jim-Bear.jpeg\" alt=\"\" \/>\n                    <\/div>\t\t\t\t\t\t\t\t\t\n                            <\/div>\n            <div class=\"directory-gallery-content\">\n                <h2 class=\"entry-title\">                                            <a href=\"https:\/\/www.med.unc.edu\/compmed\/directory\/james-bear\/\" rel=\"bookmark\">\n                            James Bear                        <\/a>\n                                    <\/h2> \n                \n                                                                    <p>Cell Motility, Cancer Cell Biology<\/p>\n                            <\/div>\n        <\/article>\n\n            <article class=\"row post entry\">\n            <div class=\"directory-gallery-thumbnail\">\n                                                                                                \t\t\n                    <div class=\"upd-image\">\n                        <img loading=\"lazy\" decoding=\"async\" class=\"upd_img\" src=\"https:\/\/www.med.unc.edu\/compmed\/wp-content\/uploads\/sites\/852\/2018\/09\/M-Gregory-Forest.jpg\" alt=\"M Gregory Forest\" height=\"160\" width=\"120\" \/>\n                        <img decoding=\"async\" class=\"print_img\" src=\"https:\/\/www.med.unc.edu\/compmed\/wp-content\/uploads\/sites\/852\/2018\/09\/M-Gregory-Forest.jpg\" alt=\"\" \/>\n                    <\/div>\t\t\t\t\t\t\t\t\t\n                            <\/div>\n            <div class=\"directory-gallery-content\">\n                <h2 class=\"entry-title\">                                            <a href=\"https:\/\/www.med.unc.edu\/compmed\/directory\/m-gregory-forest\/\" rel=\"bookmark\">\n                            M. Gregory Forest                        <\/a>\n                                    <\/h2> \n                \n                                                                    <p>Biomedical Microdevices<\/p>\n                            <\/div>\n        <\/article>\n\n            <article class=\"row post entry\">\n            <div class=\"directory-gallery-thumbnail\">\n                                                                                                \t\t\n                    <div class=\"upd-image\">\n                        <img loading=\"lazy\" decoding=\"async\" class=\"upd_img\" src=\"https:\/\/www.med.unc.edu\/compmed\/wp-content\/uploads\/sites\/852\/2020\/04\/Ronit-Freeman-1024x768.jpg\" alt=\"Ronit Freeman\" height=\"160\" width=\"120\" \/>\n                        <img decoding=\"async\" class=\"print_img\" src=\"https:\/\/www.med.unc.edu\/compmed\/wp-content\/uploads\/sites\/852\/2020\/04\/Ronit-Freeman-1024x768.jpg\" alt=\"\" \/>\n                    <\/div>\t\t\t\t\t\t\t\t\t\n                            <\/div>\n            <div class=\"directory-gallery-content\">\n                <h2 class=\"entry-title\">                                            <a href=\"https:\/\/www.med.unc.edu\/compmed\/directory\/ronit-freeman\/\" rel=\"bookmark\">\n                            Ronit Freeman                        <\/a>\n                                    <\/h2> \n                \n                                                                    <p>Synthetic Biology, Tissue Engineering<\/p>\n                            <\/div>\n        <\/article>\n\n            <article class=\"row post entry\">\n            <div class=\"directory-gallery-thumbnail\">\n                                                                                                \t\t\n                    <div class=\"upd-image\">\n                        <img loading=\"lazy\" decoding=\"async\" class=\"upd_img\" src=\"https:\/\/www.med.unc.edu\/compmed\/wp-content\/uploads\/sites\/852\/2018\/10\/Shawn-Gomez-731x1024.jpg\" alt=\"Shawn Gomez\" height=\"160\" width=\"120\" \/>\n                        <img decoding=\"async\" class=\"print_img\" src=\"https:\/\/www.med.unc.edu\/compmed\/wp-content\/uploads\/sites\/852\/2018\/10\/Shawn-Gomez-731x1024.jpg\" alt=\"\" \/>\n                    <\/div>\t\t\t\t\t\t\t\t\t\n                            <\/div>\n            <div class=\"directory-gallery-content\">\n                <h2 class=\"entry-title\">                                            <a href=\"https:\/\/www.med.unc.edu\/compmed\/directory\/shawn-gomez\/\" rel=\"bookmark\">\n                            Shawn Gomez                        <\/a>\n                                    <\/h2> \n                \n                                                                    <p>Computational, Systems Biology<\/p>\n                            <\/div>\n        <\/article>\n\n            <article class=\"row post entry\">\n            <div class=\"directory-gallery-thumbnail\">\n                                                                                                \t\t\n                    <div class=\"upd-image\">\n                        <img loading=\"lazy\" decoding=\"async\" class=\"upd_img\" src=\"https:\/\/www.med.unc.edu\/compmed\/wp-content\/uploads\/sites\/852\/2018\/09\/Klaus-Hahn.jpeg\" alt=\"Klaus Hahn\" height=\"160\" width=\"120\" \/>\n                        <img decoding=\"async\" class=\"print_img\" src=\"https:\/\/www.med.unc.edu\/compmed\/wp-content\/uploads\/sites\/852\/2018\/09\/Klaus-Hahn.jpeg\" alt=\"\" \/>\n                    <\/div>\t\t\t\t\t\t\t\t\t\n                            <\/div>\n            <div class=\"directory-gallery-content\">\n                <h2 class=\"entry-title\">                                            <a href=\"https:\/\/www.med.unc.edu\/compmed\/directory\/klaus-hahn\/\" rel=\"bookmark\">\n                            Klaus Hahn                        <\/a>\n                                    <\/h2> \n                \n                                                                    <p>Biosensors, Optogenetics, Imaging, Molecular Therapeutics<\/p>\n                            <\/div>\n        <\/article>\n\n            <article class=\"row post entry\">\n            <div class=\"directory-gallery-thumbnail\">\n                                                                                                \t\t\n                    <div class=\"upd-image\">\n                        <img loading=\"lazy\" decoding=\"async\" class=\"upd_img\" src=\"https:\/\/www.med.unc.edu\/compmed\/wp-content\/uploads\/sites\/852\/2019\/08\/Legant_Headshot_Cropped-1.png\" alt=\"Legant_Headshot_Cropped-1\" height=\"160\" width=\"120\" \/>\n                        <img decoding=\"async\" class=\"print_img\" src=\"https:\/\/www.med.unc.edu\/compmed\/wp-content\/uploads\/sites\/852\/2019\/08\/Legant_Headshot_Cropped-1.png\" alt=\"\" \/>\n                    <\/div>\t\t\t\t\t\t\t\t\t\n                            <\/div>\n            <div class=\"directory-gallery-content\">\n                <h2 class=\"entry-title\">                                            <a href=\"https:\/\/www.med.unc.edu\/compmed\/directory\/wesley-r-legant\/\" rel=\"bookmark\">\n                            Wesley R. Legant                        <\/a>\n                                    <\/h2> \n                \n                                                                    <p>Super resolution and light sheet microscopy<br \/>\nCell migration and mechanobiology<br \/>\nMicrofabricated cell culture platform<\/p>\n                            <\/div>\n        <\/article>\n\n            <article class=\"row post entry\">\n            <div class=\"directory-gallery-thumbnail\">\n                                                                                                \t\t\n                    <div class=\"upd-image\">\n                        <img loading=\"lazy\" decoding=\"async\" class=\"upd_img\" src=\"https:\/\/www.med.unc.edu\/compmed\/wp-content\/uploads\/sites\/852\/2019\/12\/Amy-Shaub-Maddox-684x1024.jpg\" alt=\"Amy Shaub Maddox\" height=\"160\" width=\"120\" \/>\n                        <img decoding=\"async\" class=\"print_img\" src=\"https:\/\/www.med.unc.edu\/compmed\/wp-content\/uploads\/sites\/852\/2019\/12\/Amy-Shaub-Maddox-684x1024.jpg\" alt=\"\" \/>\n                    <\/div>\t\t\t\t\t\t\t\t\t\n                            <\/div>\n            <div class=\"directory-gallery-content\">\n                <h2 class=\"entry-title\">                                            <a href=\"https:\/\/www.med.unc.edu\/compmed\/directory\/amy-shaub-maddox\/\" rel=\"bookmark\">\n                            Amy Shaub Maddox                        <\/a>\n                                    <\/h2> \n                \n                                                                    <p>Image Analysis \/ Computer Vision, Computational and Mathematical Modeling<\/p>\n                            <\/div>\n        <\/article>\n\n            <article class=\"row post entry\">\n            <div class=\"directory-gallery-thumbnail\">\n                                                                                                \t\t\n                    <div class=\"upd-image\">\n                        <img loading=\"lazy\" decoding=\"async\" class=\"upd_img\" src=\"https:\/\/www.med.unc.edu\/compmed\/wp-content\/uploads\/sites\/852\/2018\/10\/Jeremy-Purvis.jpg\" alt=\"Jeremy Purvis\" height=\"160\" width=\"120\" \/>\n                        <img decoding=\"async\" class=\"print_img\" src=\"https:\/\/www.med.unc.edu\/compmed\/wp-content\/uploads\/sites\/852\/2018\/10\/Jeremy-Purvis.jpg\" alt=\"\" \/>\n                    <\/div>\t\t\t\t\t\t\t\t\t\n                            <\/div>\n            <div class=\"directory-gallery-content\">\n                <h2 class=\"entry-title\">                                            <a href=\"https:\/\/www.med.unc.edu\/compmed\/directory\/jeremy-purvis\/\" rel=\"bookmark\">\n                            Jeremy Purvis                        <\/a>\n                                    <\/h2> \n                \n                                                                    <p>Systems Biology, Computational Modeling<\/p>\n                            <\/div>\n        <\/article>\n\n            <article class=\"row post entry\">\n            <div class=\"directory-gallery-thumbnail\">\n                                                                                                \t\t\n                    <div class=\"upd-image\">\n                        <img loading=\"lazy\" decoding=\"async\" class=\"upd_img\" src=\"https:\/\/www.med.unc.edu\/compmed\/wp-content\/uploads\/sites\/852\/2018\/09\/Julian-Rosenman.jpeg\" alt=\"Julian Rosenman\" height=\"160\" width=\"120\" \/>\n                        <img decoding=\"async\" class=\"print_img\" src=\"https:\/\/www.med.unc.edu\/compmed\/wp-content\/uploads\/sites\/852\/2018\/09\/Julian-Rosenman.jpeg\" alt=\"\" \/>\n                    <\/div>\t\t\t\t\t\t\t\t\t\n                            <\/div>\n            <div class=\"directory-gallery-content\">\n                <h2 class=\"entry-title\">                                            <a href=\"https:\/\/www.med.unc.edu\/compmed\/directory\/julian-rosenman\/\" rel=\"bookmark\">\n                            Julian Rosenman                        <\/a>\n                                    <\/h2> \n                \n                                                                    <p>Radiation Oncology, Clinical Research, Thoracic Oncology<\/p>\n                            <\/div>\n        <\/article>\n\n            <article class=\"row post entry\">\n            <div class=\"directory-gallery-thumbnail\">\n                                                                                                \t\t\n                    <div class=\"upd-image\">\n                        <img loading=\"lazy\" decoding=\"async\" class=\"upd_img\" src=\"https:\/\/www.med.unc.edu\/compmed\/wp-content\/uploads\/sites\/852\/2018\/09\/Jason-Stein.jpeg\" alt=\"Jason Stein\" height=\"160\" width=\"120\" \/>\n                        <img decoding=\"async\" class=\"print_img\" src=\"https:\/\/www.med.unc.edu\/compmed\/wp-content\/uploads\/sites\/852\/2018\/09\/Jason-Stein.jpeg\" alt=\"\" \/>\n                    <\/div>\t\t\t\t\t\t\t\t\t\n                            <\/div>\n            <div class=\"directory-gallery-content\">\n                <h2 class=\"entry-title\">                                            <a href=\"https:\/\/www.med.unc.edu\/compmed\/directory\/jason-stein\/\" rel=\"bookmark\">\n                            Jason Stein                        <\/a>\n                                    <\/h2> \n                \n                                                                    <p>Neurobiology Genomics<\/p>\n                            <\/div>\n        <\/article>\n\n            <article class=\"row post entry\">\n            <div class=\"directory-gallery-thumbnail\">\n                                                                                                \t\t\n                    <div class=\"upd-image\">\n                        <img loading=\"lazy\" decoding=\"async\" class=\"upd_img\" src=\"https:\/\/www.med.unc.edu\/compmed\/wp-content\/uploads\/sites\/852\/2022\/04\/Sam-Wolff-731x1024.jpeg\" alt=\"Sam Wolff\" height=\"160\" width=\"120\" \/>\n                        <img decoding=\"async\" class=\"print_img\" src=\"https:\/\/www.med.unc.edu\/compmed\/wp-content\/uploads\/sites\/852\/2022\/04\/Sam-Wolff-731x1024.jpeg\" alt=\"\" \/>\n                    <\/div>\t\t\t\t\t\t\t\t\t\n                            <\/div>\n            <div class=\"directory-gallery-content\">\n                <h2 class=\"entry-title\">                                            <a href=\"https:\/\/www.med.unc.edu\/compmed\/directory\/sam-wolff\/\" rel=\"bookmark\">\n                            Sam Wolff                        <\/a>\n                                    <\/h2> \n                \n                                                                    <p>Image Analysis\/Computer Vision<\/p>\n                            <\/div>\n        <\/article>\n\n            <article class=\"row post entry\">\n            <div class=\"directory-gallery-thumbnail\">\n                                                                                                \t\t\n                    <div class=\"upd-image\">\n                        <img loading=\"lazy\" decoding=\"async\" class=\"upd_img\" src=\"https:\/\/www.med.unc.edu\/compmed\/wp-content\/uploads\/sites\/852\/2018\/10\/Guorong-Wu.jpg\" alt=\"Guorong Wu\" height=\"160\" width=\"120\" \/>\n                        <img decoding=\"async\" class=\"print_img\" src=\"https:\/\/www.med.unc.edu\/compmed\/wp-content\/uploads\/sites\/852\/2018\/10\/Guorong-Wu.jpg\" alt=\"\" \/>\n                    <\/div>\t\t\t\t\t\t\t\t\t\n                            <\/div>\n            <div class=\"directory-gallery-content\">\n                <h2 class=\"entry-title\">                                            <a href=\"https:\/\/www.med.unc.edu\/compmed\/directory\/guorong-wu\/\" rel=\"bookmark\">\n                            Guorong Wu                        <\/a>\n                                    <\/h2> \n                \n                                                                    <p>Image Analysis, Computer Vision, Network Analysis<\/p>\n                            <\/div>\n        <\/article>\n\n            <article class=\"row post entry\">\n            <div class=\"directory-gallery-thumbnail\">\n                                                                                                \t\t\n                    <div class=\"upd-image\">\n                        <img loading=\"lazy\" decoding=\"async\" class=\"upd_img\" src=\"https:\/\/www.med.unc.edu\/compmed\/wp-content\/uploads\/sites\/852\/2020\/12\/Zhengwu-Zhang.jpg\" alt=\"Zhengwu Zhang\" height=\"160\" width=\"120\" \/>\n                        <img decoding=\"async\" class=\"print_img\" src=\"https:\/\/www.med.unc.edu\/compmed\/wp-content\/uploads\/sites\/852\/2020\/12\/Zhengwu-Zhang.jpg\" alt=\"\" \/>\n                    <\/div>\t\t\t\t\t\t\t\t\t\n                            <\/div>\n            <div class=\"directory-gallery-content\">\n                <h2 class=\"entry-title\">                                            <a href=\"https:\/\/www.med.unc.edu\/compmed\/directory\/zhengwu-zhang\/\" rel=\"bookmark\">\n                            Zhengwu Zhang                        <\/a>\n                                    <\/h2> \n                \n                                                                    <p>Brain Connectomics, Medical Imaging, Machine Learning, Bayesian Statistics, Shape and Functional Data Analysis<\/p>\n                            <\/div>\n        <\/article>\n\n            <article class=\"row post entry\">\n            <div class=\"directory-gallery-thumbnail\">\n                                                                                                \t\t\n                    <div class=\"upd-image\">\n                        <img loading=\"lazy\" decoding=\"async\" class=\"upd_img\" src=\"https:\/\/www.med.unc.edu\/compmed\/wp-content\/uploads\/sites\/852\/2025\/01\/Tarek-Zikry-819x1024.jpg\" alt=\"Tarek Zikry\" height=\"160\" width=\"120\" \/>\n                        <img decoding=\"async\" class=\"print_img\" src=\"https:\/\/www.med.unc.edu\/compmed\/wp-content\/uploads\/sites\/852\/2025\/01\/Tarek-Zikry-819x1024.jpg\" alt=\"\" \/>\n                    <\/div>\t\t\t\t\t\t\t\t\t\n                            <\/div>\n            <div class=\"directory-gallery-content\">\n                <h2 class=\"entry-title\">                                            <a href=\"https:\/\/www.med.unc.edu\/compmed\/directory\/tarek-zikry\/\" rel=\"bookmark\">\n                            Tarek Zikry                        <\/a>\n                                    <\/h2> \n                \n                                                                    <p>School of Data Science and Society (Primary)<br \/>\nCurriculum in Bioinformatics &amp; Computational Biology (Core Faculty)<br \/>\nDepartment of Statistics and Operations Research (Adjunct)<br \/>\nwww.zikrylab.com<\/p>\n                            <\/div>\n        <\/article>\n\n    \n    <script type=\"text\/javascript\">\n        (function($){\n            var entries = $('.entry-content');\n                entries.each(function(index, entry ){\n                    if( $(entry).find('.post-author').length === 0 ) {\n                        $(entry).parents('article.post.entry').css('min-height', '110px');\n                    }\n                });\n        })(jQuery);\n    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