{"id":201765,"date":"2026-02-27T15:00:00","date_gmt":"2026-02-27T14:00:00","guid":{"rendered":"https:\/\/lineact.cesi.fr\/?p=201765"},"modified":"2026-03-18T14:59:26","modified_gmt":"2026-03-18T13:59:26","slug":"look-from-researchers-amine-bohi","status":"publish","type":"post","link":"https:\/\/lineact.cesi.fr\/en\/look-from-researchers-amine-bohi\/","title":{"rendered":"A Look from Researchers \u2013 Amine BOHI"},"content":{"rendered":"\n<section class=\"wp-block-group is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group wrapper__inner is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group editorial__picture editorial__aside is-style-editorial-aside-big editorial__aside--picture is-layout-flow wp-block-group-is-layout-flow\">\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" data-id=\"1309834\" src=\"https:\/\/www.cesi.fr\/wp-content\/uploads\/2026\/02\/Amine-eng.png\" alt=\"\" class=\"wp-image-1309834\"\/><\/figure>\n<\/figure>\n<\/div>\n\n\n\n<p><strong>On this page :<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"#affective\">What motivated you to work on emotional and<br>affective AI?<\/a><\/li>\n\n\n\n<li><a href=\"#focus\">What do your current research projects focus<br>on, and what practical uses can they have ?<\/a><\/li>\n\n\n\n<li><a href=\"#IA\">How do you see the future of emotion-focused AI<br>evolving in the coming years ?<\/a><br><\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><em>3 questions to Amine BOHI<\/em><strong><br><br>Teacher\u2013Researcher, CESI LINEACT Research Unit and member of the Engineering and Digital tools team at CESI LINEACT. <\/strong><\/p>\n\n\n\n<p>A teacher-researcher at CESI since October 2022, Amine BOHI is a member of the CESI LINEACT research unit. His work focuses on artificial intelligence applied to the recognition of emotions and affective states. At the crossroads of computer vision, robotics, and healthcare, his research aims to better understand and support people, particularly older adults, in care settings.<\/p>\n<\/div>\n<\/section>\n\n\n\n<div id=\"affective\" class=\"wp-block-group section is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group wrapper__inner is-layout-flow wp-block-group-is-layout-flow\">\n<h2 class=\"wp-block-heading title--2 is-style-title-cesi-underline\"><span><strong>What motivated you to work on emotional and<br>affective AI ?<\/strong><\/span><\/h2>\n\n\n\n<p>My background has always been linked to digital technologies applied to healthcare. Before joining CESI, I worked for several years in medical research laboratories, particularly in Marseille, on issues related to pathology and diagnosis.<br>When I arrived at CESI, I realized that while technology largely focuses on disease itself, the emotional dimensions and overall well-being of individuals were still underexplored. I wanted to turn toward what is known as salutogenesis \u2014 that is, everything that contributes to comfort, well-being, and quality of life for patients.<br>Emotional AI emerged naturally, as it makes it possible to work with populations who sometimes struggle to express their emotions, such as older adults with neurodegenerative diseases. It is a topic that makes sense both scientifically and humanly.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div id=\"focus\" class=\"wp-block-group section has-grey-background-color has-background is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group wrapper__inner is-layout-flow wp-block-group-is-layout-flow\">\n<h2 class=\"wp-block-heading title--2 is-style-title-cesi-underline\"><span><strong>What do your current research projects focus<br>on and what practical uses can they have ?<\/strong><\/span><\/h2>\n\n\n\n<p>My research focuses on developing artificial intelligence models capable of detecting and recognizing affective states such as emotions, stress, or pain, primarily using visual data such as images and videos. We also explore multimodal approaches that combine facial expressions, voice, and body movements in order to improve the robustness and reliability of these systems.<\/p>\n\n\n\n<p>One of the research directions we explore involves taking visual context into account in addition to facial expressions. The face alone is not always sufficient to accurately interpret an emotion: the environment in which a person is located plays an important role, but it can also introduce bias. We are therefore working on approaches that leverage contextual information while limiting these biases.<br>These projects can lead to concrete applications in healthcare, for example in nursing homes. The models we develop can be integrated into interactive systems, such as humanoid robots or adaptive conversational agents, capable of interacting with residents, adapting their behavior based on detected emotional states, and, when necessary, alerting healthcare professionals.<br>The goal is not to replace caregivers, but to support them by easing certain repetitive tasks and facilitating the identification of situations that require special attention.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div id=\"IA\" class=\"wp-block-group section is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group wrapper__inner is-layout-flow wp-block-group-is-layout-flow\">\n<h2 class=\"wp-block-heading title--2 is-style-title-cesi-underline\"><span><strong><br>How do you see the future of emotion-focused AI<br>evolving in the coming years ?<\/strong><\/span><\/h2>\n\n\n\n<p>I believe that AI applied to emotions and affective states will play an increasingly important role, particularly in care and support environments. In facilities such as nursing homes, these technologies can contribute to improved resident care by providing additional indicators to caregiving teams.<br>However, it is essential to emphasize that these tools should not be designed to replace humans. Their primary role is to support healthcare professionals, enabling them to focus on the most critical situations and on human support, which remains indispensable.<br>In the medium term, I see these systems evolving toward more refined, more personalized solutions, better integrated into assistive devices always within a framework of responsible AI designed to serve people.<\/p>\n\n\n\n<p><strong><em> Amine&#8217;s advice to future researchers :<\/em><\/strong><\/p>\n\n\n\n<div class=\"wp-block-group editorial__quote is-layout-flow wp-block-group-is-layout-flow\"><span class=\"icon icon_quotes\"><\/span>\n<blockquote class=\"wp-block-quote title--2 is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Research in artificial intelligence must remain connected to real societal needs and be part of a collective approach, in close collaboration with field professionals.<br>It is under these conditions that we can develop solutions that are useful, relevant, and meaningful.<\/p>\n<cite><strong>Amine BOHI<\/strong><\/cite><\/blockquote>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-buttons list-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button button button--primary button--shadow-random is-style-btn-cesi-mini\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/lineact.cesi.fr\/cv-chercheurs\/bohi-amine\/\">review the resume<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Discover the profile of Amine BOHI in A Look from Researchers.<\/p>\n","protected":false},"author":253,"featured_media":201762,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[466],"tags":[],"class_list":["post-201765","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-actualites"],"acf":[],"yoast_head":"<!-- This site is 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