{"id":276,"date":"2016-04-06T18:22:32","date_gmt":"2016-04-06T18:22:32","guid":{"rendered":"http:\/\/carleton.ca\/sce\/?post_type=cu_people&#038;p=276"},"modified":"2026-05-04T13:58:11","modified_gmt":"2026-05-04T17:58:11","slug":"dansereau","status":"publish","type":"cu_people","link":"https:\/\/carleton.ca\/sce\/people\/dansereau\/","title":{"rendered":"Richard Dansereau"},"content":{"rendered":"<header class=\"mb-6 cu-pageheader cu-component-updated md:mb-12\">\n    <h1 class=\"cu-prose-first-last font-semibold !mt-2 mb-4 md:mb-6 text-3xl md:text-4xl lg:text-5xl lg:leading-[3.5rem] relative after:absolute after:h-px after:bottom-0 pb-5 after:w-10 after:bg-cu-red after:left-px\">\n                    \n             \n                \n            <\/h1>\n\n    \n    <\/header>\n\n\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"http:\/\/carleton.ca\/richarddansereau\" target=\"_blank\" rel=\"noreferrer noopener\">Personal Website<\/a><\/div>\n<\/div>\n\n\n\n<p><strong class=\"myprefix-text-bold\">Clerk of Senate and Marshall of Convocation<\/strong>, Faculty of Engineering and Design<\/p>\n\n\n\n<h4 id=\"research-interests\" class=\"wp-block-heading\">Research Interests:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong class=\"myprefix-text-bold\">Audio-visual speech enhancement and separation in adverse environments<\/strong>, with an emphasis on deep generative models (e.g., recurrent variational autoencoders, posterior sampling methods) to improve robustness in noisy and partially observed conditions<\/li>\n\n\n\n<li><strong class=\"myprefix-text-bold\">Machine learning and deep learning for multimodal signal processing<\/strong>, including the fusion of audio and visual information for speech, lip-region reconstruction, and temporal inpainting under occlusion<\/li>\n\n\n\n<li><strong>Advanced image reconstruction and compressive sensing<\/strong>, particularly using deep equilibrium models, multiscale architectures, and sparse optimization techniques for efficient and high-fidelity recovery<\/li>\n\n\n\n<li><strong class=\"myprefix-text-bold\">Biomedical image and signal processing<\/strong>, with applications to cervical cytology, breast thermography, and PET imaging, focusing on segmentation, abnormality detection, and clinically relevant performance metrics<\/li>\n\n\n\n<li><strong class=\"myprefix-text-bold\">Probabilistic and variational learning methods for inverse problems<\/strong>, integrating uncertainty modelling, Bayesian inference, and sampling-based approaches in signal and image processing pipelines<\/li>\n\n\n\n<li><strong class=\"myprefix-text-bold\">Applied signal processing methodologies bridging theory and practice<\/strong>, spanning speech enhancement, medical measurements, and imaging systems, often in interdisciplinary collaborations with healthcare and clinical researchers<\/li>\n<\/ul>\n","protected":false},"author":2,"featured_media":653,"template":"","meta":{"_acf_changed":false,"cu_people_first_name":"Richard","cu_people_last_name":"Dansereau","cu_people_initials":"RD","footnotes":"","_links_to":"","_links_to_target":""},"cu_people_type":[12],"cu_people_expertise":[],"class_list":["post-276","cu_people","type-cu_people","status-publish","has-post-thumbnail","hentry","cu_people_type-faculty"],"acf":{"cu_people_job_title":"Professor, P.Eng.","cu_people_degree":"Ph.D. (Manitoba)","cu_building":"ME","cu_people_office_num":"4482","cu_people_pronoun":"","cu_people_designation":"Dr.","cu_people_email":"RichardDansereau@cunet.carleton.ca","cu_people_phone":"","cu_people_phone_ext":"3530","cu_people_linkedin":"","cu_people_bluesky":"","cu_people_twitter":"","cu_people_instagram":"","cu_people_facebook":"","cu_people_website":"http:\/\/carleton.ca\/richarddansereau","cu_people_orcid":""},"_links":{"self":[{"href":"https:\/\/carleton.ca\/sce\/wp-json\/wp\/v2\/cu_people\/276","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/carleton.ca\/sce\/wp-json\/wp\/v2\/cu_people"}],"about":[{"href":"https:\/\/carleton.ca\/sce\/wp-json\/wp\/v2\/types\/cu_people"}],"author":[{"embeddable":true,"href":"https:\/\/carleton.ca\/sce\/wp-json\/wp\/v2\/users\/2"}],"version-history":[{"count":5,"href":"https:\/\/carleton.ca\/sce\/wp-json\/wp\/v2\/cu_people\/276\/revisions"}],"predecessor-version":[{"id":6578,"href":"https:\/\/carleton.ca\/sce\/wp-json\/wp\/v2\/cu_people\/276\/revisions\/6578"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/carleton.ca\/sce\/wp-json\/wp\/v2\/media\/653"}],"wp:attachment":[{"href":"https:\/\/carleton.ca\/sce\/wp-json\/wp\/v2\/media?parent=276"}],"wp:term":[{"taxonomy":"cu_people_type","embeddable":true,"href":"https:\/\/carleton.ca\/sce\/wp-json\/wp\/v2\/cu_people_type?post=276"},{"taxonomy":"cu_people_expertise","embeddable":true,"href":"https:\/\/carleton.ca\/sce\/wp-json\/wp\/v2\/cu_people_expertise?post=276"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}