{"id":540,"date":"2022-03-14T10:06:37","date_gmt":"2022-03-14T10:06:37","guid":{"rendered":"https:\/\/ottonomy.io\/?p=505"},"modified":"2022-03-14T10:06:37","modified_gmt":"2022-03-14T10:06:37","slug":"moving-toward-high-information-navigation-maps-efficient-camera-and-lidar-fusion-ottonomy-nvidia-gtc","status":"publish","type":"post","link":"https:\/\/ottonomy.io\/ces\/in-the-news\/moving-toward-high-information-navigation-maps-efficient-camera-and-lidar-fusion-ottonomy-nvidia-gtc\/","title":{"rendered":"Moving Toward High-Information Navigation Maps: Efficient Camera and Lidar Fusion. Ottonomy @NVIDIA GTC"},"content":{"rendered":"<p><strong>23rd March 2022, 7:30 PM &#8211; 7:55 PM IST<\/strong><\/p>\n<p>Autonomous robots are entering various spheres of life. Recently, we&#8217;ve seen a huge increase in robots operating in regular human environments such as malls, airports, and sidewalks. Most new applications require robots to operate both indoors and outdoors. While the use cases are growing rapidly, the datasets available for these use cases are very limited. This results in a need for the following:<\/p>\n<ul>\n<li>a balance between robust classical approaches and latest learning techniques,<\/li>\n<li>low-compute, real-time fusion of multimodal sensors, especially 3D lidars and RGB cameras, and<\/li>\n<li>navigation maps that combine both metric and semantic information of the world. We&#8217;ll describe some of the fusion techniques and NVIDIA tools our delivery robots use to achieve these objectives while operating safely and efficiently in crowded indoor and outdoor environments.<\/li>\n<\/ul>\n<p><strong>Industry Segment:<\/strong> Automotive \/ Transportation<\/p>\n<p><strong>Primary Topic:<\/strong> Autonomous Machines &#8211; Robotics<\/p>\n<p><a href=\"https:\/\/www.nvidia.com\/gtc\/session-catalog\/?search=&amp;search.primarytopic=16246413645860432IyF&amp;search.primarytopic=1625599405048001e1TQ&amp;search.primarytopic=162464136458604220bJ&amp;tab.scheduledorondemand=1583520458947001NJiE#\/session\/1634947125241001ZXOI\" target=\"_blank\" rel=\"noopener\"><strong>More Details: NVIDIA GTC<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>23rd March 2022, 7:30 PM &#8211; 7:55 PM IST Autonomous robots are entering various spheres of life. Recently, we&#8217;ve seen a huge increase in robots operating in regular human environments such as malls, airports, and sidewalks. Most new applications require robots to operate both indoors and outdoors. While the use cases are growing rapidly, the [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":647,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[10,12,13,20,16,19],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Moving Toward High-Information Navigation Maps: Efficient Camera and Lidar Fusion. Ottonomy @NVIDIA GTC - Ottonomy @CES 2024<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ottonomy.io\/ces\/in-the-news\/moving-toward-high-information-navigation-maps-efficient-camera-and-lidar-fusion-ottonomy-nvidia-gtc\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Moving Toward High-Information Navigation Maps: Efficient Camera and Lidar Fusion. Ottonomy @NVIDIA GTC - Ottonomy @CES 2024\" \/>\n<meta property=\"og:description\" content=\"23rd March 2022, 7:30 PM &#8211; 7:55 PM IST Autonomous robots are entering various spheres of life. Recently, we&#8217;ve seen a huge increase in robots operating in regular human environments such as malls, airports, and sidewalks. Most new applications require robots to operate both indoors and outdoors. While the use cases are growing rapidly, the [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/ottonomy.io\/ces\/in-the-news\/moving-toward-high-information-navigation-maps-efficient-camera-and-lidar-fusion-ottonomy-nvidia-gtc\/\" \/>\n<meta property=\"og:site_name\" content=\"Ottonomy @CES 2024\" \/>\n<meta property=\"article:published_time\" content=\"2022-03-14T10:06:37+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/ottonomy.io\/ces\/wp-content\/uploads\/2022\/03\/sidewalk.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1280\" \/>\n\t<meta property=\"og:image:height\" content=\"720\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/ottonomy.io\/ces\/in-the-news\/moving-toward-high-information-navigation-maps-efficient-camera-and-lidar-fusion-ottonomy-nvidia-gtc\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/ottonomy.io\/ces\/in-the-news\/moving-toward-high-information-navigation-maps-efficient-camera-and-lidar-fusion-ottonomy-nvidia-gtc\/\"},\"author\":{\"name\":\"admin\",\"@id\":\"https:\/\/ottonomy.io\/ces\/#\/schema\/person\/a70fa0c5d6341a8135c860609e90ddea\"},\"headline\":\"Moving Toward High-Information Navigation Maps: Efficient Camera and Lidar Fusion. 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