{"id":345,"date":"2023-11-22T13:18:45","date_gmt":"2023-11-22T13:18:45","guid":{"rendered":"https:\/\/ivory-network.eu\/?page_id=345"},"modified":"2024-09-17T15:03:27","modified_gmt":"2024-09-17T15:03:27","slug":"dc11","status":"publish","type":"page","link":"https:\/\/ivory-network.eu\/index.php\/dc11\/","title":{"rendered":"DC11. AI for proactive safety detection using conflict techniques"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_heading title=&#8221;DC11. AI for proactive safety detection using conflict techniques&#8221; _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_heading][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_3,2_3&#8243; _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/ivory-network.eu\/wp-content\/uploads\/2024\/09\/DC11-Nimra-Jabeen-logo.png&#8221; title_text=&#8221;DC11 &#8211; Nimra Jabeen &#8211; logo&#8221; _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;][\/et_pb_image][et_pb_text _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; hover_enabled=&#8221;0&#8243; sticky_enabled=&#8221;0&#8243;]<\/p>\n<h3>Nimra Jabeen<\/h3>\n<p><strong>Education<\/strong><br \/>Erasmus Mundus Joint Master Degree In Marine And Maritime Intelligent Robotics<br \/>(Master\u2019s Degree in Engineering of Complex Systems From UTLN, France; Master\u2019s in Marine Robotics From NTNU, Norway)<br \/><strong>About<\/strong><br \/>I am a researcher specializing in smart solutions for autonomous systems. My work lies at the intersection of Computer Vision, Deep Learning, and Robotics, where I strive to push the boundaries of what intelligent systems can achieve in real-world environments.<br \/>My multidisciplinary background, shaped by studies and collaborations across different countries, allows me to approach challenges from diverse perspectives. I am a dedicated team player, a creative problem solver, and a lifelong learner, always eager to embrace new technologies and methodologies that can enhance the capabilities of autonomous systems.<\/p>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;2_3&#8243; _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.23.1&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><strong>Hosts: <\/strong>UH &amp; CEGEKA<\/p>\n<p><strong>Objectives:<\/strong><\/p>\n<ul>\n<li>To propose improved AI techniques for the analysis of traffic conflict video data in terms of correct road user type classification vs. privacy perspectives<\/li>\n<li>To combine, using AI techniques, traffic conflict indicators for a holistic safety assessment<\/li>\n<li>To translate the results from a conflict observation analysis into suggested safety improvements, via AI-based decision mechanisms To forecast the achievable reduction in conflicts for different potential infrastructure changes<\/li>\n<\/ul>\n<p><strong>Expected results:<\/strong><\/p>\n<ul>\n<li>AI software with privacy-by-design for improved analysis of conflict video data will be developed and validated<\/li>\n<li>A holistic safety assessment methodology will be developed based on the fusion of multiple surrogate safety indicators<\/li>\n<li>A translation of conflict indicator results into actionable safety improvements on location will be proposed<\/li>\n<\/ul>\n<p><strong>Planned secondment(s):<\/strong><\/p>\n<p>Citymesh NV \u2013BE, Purpose: to be involved in customer projects, to experience built end-to-end AI solutions. The office has agreed to host the researcher; formal arrangements to be made during the project preparation.<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Nimra Jabeen EducationErasmus Mundus Joint Master Degree In Marine And Maritime Intelligent Robotics(Master\u2019s Degree in Engineering of Complex Systems From UTLN, France; Master\u2019s in Marine Robotics From NTNU, Norway)AboutI am a researcher specializing in smart solutions for autonomous systems. My work lies at the intersection of Computer Vision, Deep Learning, and Robotics, where I strive [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"footnotes":""},"class_list":["post-345","page","type-page","status-publish","hentry"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.9 - aioseo.com -->\n\t<meta name=\"description\" content=\"DC11. AI for proactive safety detection using conflict techniques Nimra Jabeen EducationErasmus Mundus Joint Master Degree In Marine And Maritime Intelligent Robotics(Master\u2019s Degree in Engineering of Complex Systems From UTLN, France; Master\u2019s in Marine Robotics From NTNU, Norway)AboutI am a researcher specializing in smart solutions for autonomous systems. 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