{"id":5048,"date":"2026-03-13T14:03:55","date_gmt":"2026-03-13T18:03:55","guid":{"rendered":"https:\/\/www.1stvision.com\/machine-vision-solutions\/?p=5048"},"modified":"2026-03-13T14:03:57","modified_gmt":"2026-03-13T18:03:57","slug":"ids-ueye-evs-event-based-cameras-use-cases","status":"publish","type":"post","link":"https:\/\/www.1stvision.com\/machine-vision-solutions\/2026\/03\/ids-ueye-evs-event-based-cameras-use-cases.html","title":{"rendered":"IDS uEye EVS Event Based Cameras &#8211; Use cases"},"content":{"rendered":"<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"388\" src=\"https:\/\/www.1stvision.com\/machine-vision-solutions\/wp-content\/uploads\/2025\/03\/uEye-event-based-cameras-1024x388.jpg\" alt=\"IDS uEye EVS event based cameras\" class=\"wp-image-4467\" srcset=\"https:\/\/www.1stvision.com\/machine-vision-solutions\/wp-content\/uploads\/2025\/03\/uEye-event-based-cameras-1024x388.jpg 1024w, https:\/\/www.1stvision.com\/machine-vision-solutions\/wp-content\/uploads\/2025\/03\/uEye-event-based-cameras-300x114.jpg 300w, https:\/\/www.1stvision.com\/machine-vision-solutions\/wp-content\/uploads\/2025\/03\/uEye-event-based-cameras-768x291.jpg 768w, https:\/\/www.1stvision.com\/machine-vision-solutions\/wp-content\/uploads\/2025\/03\/uEye-event-based-cameras.jpg 1260w\" sizes=\"auto, (max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><figcaption class=\"wp-element-caption\">uEye EVS Event Based Cameras &#8211; Courtesy IDS Imaging<\/figcaption><\/figure>\n<\/div>\n\n\n<p>We introduced these event-based cameras in a <a href=\"https:\/\/www.1stvision.com\/machine-vision-solutions\/2025\/04\/ids-imaging-xcp-e-event-based-cameras-and-the-sony-prophesee-imx636-sensor.html?siq_name=$[FNAME]$$[LNAME]$&amp;siq_email=$[EMAIL]$\" target=\"_blank\" rel=\"noreferrer noopener\">previous blog<\/a> &#8211; still a great entry point and overview.  In this new blog we&#8217;ll highlight use cases.  They are pretty compelling.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>But first we re-run a single graphic to highlight the paradigm shift from frame-based to event-based imaging:<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"535\" src=\"https:\/\/www.1stvision.com\/machine-vision-solutions\/wp-content\/uploads\/2025\/04\/FramesVevents-1024x535.jpg\" alt=\"frame-based vs event-based paradigm\" class=\"wp-image-4566\" srcset=\"https:\/\/www.1stvision.com\/machine-vision-solutions\/wp-content\/uploads\/2025\/04\/FramesVevents-1024x535.jpg 1024w, https:\/\/www.1stvision.com\/machine-vision-solutions\/wp-content\/uploads\/2025\/04\/FramesVevents-300x157.jpg 300w, https:\/\/www.1stvision.com\/machine-vision-solutions\/wp-content\/uploads\/2025\/04\/FramesVevents-768x401.jpg 768w, https:\/\/www.1stvision.com\/machine-vision-solutions\/wp-content\/uploads\/2025\/04\/FramesVevents.jpg 1391w\" sizes=\"auto, (max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><figcaption class=\"wp-element-caption\">XCP-E Event based cameras utilize the Sony Prophesee sensor &#8211; Courtesy IDS Imaging<\/figcaption><\/figure>\n<\/div>\n\n\n<p>If you come from a frame-based imaging background &#8211; as most of us do &#8211; it&#8217;s worth getting one&#8217;s head  wrapped around the event based model.  It&#8217;s <strong>that<\/strong> different &#8211; at the technology level and in what it enables at the applications level.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">On to use cases and key takeaways&#8230;<\/h2>\n\n\n\n<p><strong>Results instead of raw data<\/strong>:  Per the scene-driven remark in the paradigm comparison graphic above, observe the video analysis clip below.  By ONLY picking up on motion, the camera delivers exactly and only what one wants &#8211; the people and suitcases passing through the field of view.  <\/p>\n\n\n\n<figure class=\"wp-block-video\"><video height=\"1080\" style=\"aspect-ratio: 1920 \/ 1080;\" width=\"1920\" controls src=\"https:\/\/www.1stvision.com\/machine-vision-solutions\/wp-content\/uploads\/2025\/03\/ids-ueye-evs-results.mp4\"><\/video><figcaption class=\"wp-element-caption\">Results instead of raw data &#8211; Courtesy IDS Imaging<\/figcaption><\/figure>\n\n\n\n<p>A frame-based approach to such an application would require complex algorithms to identify the &#8220;moving stuff&#8221; from the &#8220;background stuff&#8221;, which is compute intensive.  It may be doable the hard way, but it takes effort &#8211; and isn&#8217;t as performant.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Extremely high dynamic range<\/h2>\n\n\n\n<p><strong>See in the dar<\/strong>k.  The Sony Prophesee IMX636 sensor recognizes contrast changes even from 0.08 lux.<\/p>\n\n\n\n<figure class=\"wp-block-video\"><video height=\"1080\" style=\"aspect-ratio: 1920 \/ 1080;\" width=\"1920\" controls src=\"https:\/\/www.1stvision.com\/machine-vision-solutions\/wp-content\/uploads\/2025\/03\/ids-ueye-evs-cat-introduction-1.mp4\"><\/video><figcaption class=\"wp-element-caption\">Sensitive in very low light &#8211; Courtesy IDS Imaging<\/figcaption><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Detect extremely fast processes<\/h2>\n\n\n\n<p><strong>Temporal resolution &lt;100us<\/strong>.   i.e. the minimum measurable time difference between two consecutive pixel events, is less than 100\u00b5s.  That&#8217;s comparable to a traditional image-based frame rate of more than 10,000 FPS without motion blur.<\/p>\n\n\n\n<figure class=\"wp-block-video\"><video height=\"1080\" style=\"aspect-ratio: 1920 \/ 1080;\" width=\"1920\" controls src=\"https:\/\/www.1stvision.com\/machine-vision-solutions\/wp-content\/uploads\/2025\/03\/ids-ueye-evs-high-speed_counting.mp4\"><\/video><figcaption class=\"wp-element-caption\">High speed applications &#8211; Courtesy IDS Imaging<\/figcaption><\/figure>\n\n\n\n<p>blah blah<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Efficient data processing<\/h2>\n\n\n\n<p>Only changes are captured &#8211; static areas are ignored.  So there is (much) less data to process than with a frame-based approach.  This saves memory, data transfer volumes, and compute time.<\/p>\n\n\n\n<p>The astute reader will have already inferred that this is a corollary on the &#8220;results instead of raw data&#8221; message and video earlier in this blog.  It&#8217;s such a key point it bears repeating.<\/p>\n\n\n\n<figure class=\"wp-block-video aligncenter\"><video height=\"1080\" style=\"aspect-ratio: 1920 \/ 1080;\" width=\"1920\" controls src=\"https:\/\/www.1stvision.com\/machine-vision-solutions\/wp-content\/uploads\/2025\/03\/ids-ueye-evs-data.mp4\"><\/video><figcaption class=\"wp-element-caption\">Less data generated means less data to process &#8211; Courtesy IDS Imaging<\/figcaption><\/figure>\n\n\n\n<p>The following short video shows that the Sony Prophesee IMX636 is the key to sending less data, as it only senses &#8220;what&#8217;s changed&#8221;.  Essentially it lights up a pixel exactly and only when that position senses motion &#8211; and not when it doesn&#8217;t.<\/p>\n\n\n\n<figure class=\"wp-block-video aligncenter\"><video height=\"1080\" style=\"aspect-ratio: 1920 \/ 1080;\" width=\"1920\" controls src=\"https:\/\/www.1stvision.com\/machine-vision-solutions\/wp-content\/uploads\/2026\/02\/ids-ueye-evs-sensor-1.mp4\"><\/video><figcaption class=\"wp-element-caption\">Frame-based approach sends entire frame every time vs. event-based just sends each next change &#8211; Courtesy IDS Imaging<\/figcaption><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Use cases<\/h2>\n\n\n\n<p>Some of the videos above suggest certain use cases, but let&#8217;s spell out a few:<\/p>\n\n\n\n<p><strong>Monitoring<\/strong>: Compared to CCTV, the<a href=\"https:\/\/www.1stvision.com\/cameras\/family\/IDS-Imaging\/uEye-EVS-event-based-cameras?siq_name=$[FNAME]$$[LNAME]$&amp;siq_email=$[EMAIL]$\" target=\"_blank\" rel=\"noreferrer noopener\"> IDS uEye XCP-E<\/a> cameras are more compact, and only show action as opposed to (also) steady-state.  Or combine the two with event-based cameras logging the timestamps of interest.<\/p>\n\n\n\n<p><strong>Video analysis and Smart City people tracking<\/strong>:  A level up from simple monitoring, people tracking doesn&#8217;t just detect motion but infers\/projects trajectories, and may lead or assist in threat detection.<\/p>\n\n\n\n<p><strong>Drone detection<\/strong>: Just as with people tracking, an event-based camera finds what&#8217;s moving against a field of static clutter, as it only sees what&#8217;s moving.<\/p>\n\n\n\n<p><strong>Gesture recognition<\/strong>: UI design opportunities, whether for pupil tracking, head motions, and\/or hand\/finger tracking.<\/p>\n\n\n\n<p><strong>Industrial applications<\/strong>: Monitor equipment vibration to optimize preventative maintenance and\/or anticipate and avoid catastrophic breakdown.<\/p>\n\n\n\n<p><strong>Counting<\/strong>: E.g. pill production and sorting, food processing, or other fast-but-small-items conveyor applications.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\"><strong>Takeaway: <em>If it moves, an event-based camera will find it.<\/em><\/strong><\/h2>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>See the entire family of <a href=\"https:\/\/www.1stvision.com\/cameras\/family\/IDS-Imaging\/uEye-EVS-event-based-cameras?siq_name=$[FNAME]$$[LNAME]$&amp;siq_email=$[EMAIL]$\" target=\"_blank\" rel=\"noreferrer noopener\">IDS uEye XCP-E cameras<\/a>. Call us at 978-474-0044.<a class=\"gv-tel-link\" title=\"Call +1 978-474-0044 via Google Voice\" href=\"http:\/\/voice.google.com\/calls?a=nc,%2B19784740044\" target=\"_blank\" rel=\"noopener\"><\/a> Tell us a little about your application and we&#8217;ll help you pick the ideal camera and accessories.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/www.1stvision.com\/contactForm?siq_name=$[FNAME]$$[LNAME]$&amp;siq_email=$[EMAIL]$\" target=\"_blank\" rel=\"noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"483\" height=\"86\" src=\"https:\/\/www.1stvision.com\/machine-vision-solutions\/wp-content\/uploads\/2019\/04\/1stvision-Contact-us-for-pricing.jpg\" alt=\"Contact us for a quote\" class=\"wp-image-1366\" srcset=\"https:\/\/www.1stvision.com\/machine-vision-solutions\/wp-content\/uploads\/2019\/04\/1stvision-Contact-us-for-pricing.jpg 483w, https:\/\/www.1stvision.com\/machine-vision-solutions\/wp-content\/uploads\/2019\/04\/1stvision-Contact-us-for-pricing-300x53.jpg 300w\" sizes=\"auto, (max-width: 483px) 100vw, 483px\" \/><\/a><\/figure>\n<\/div>\n\n\n<p>#IDS #uEye #EventBased<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><a href=\"https:\/\/www.1stvision.com\/contactForm?siq_name=$[FNAME]$$[LNAME]$&amp;siq_email=$[EMAIL]$\" target=\"_blank\" rel=\"noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"173\" height=\"41\" src=\"https:\/\/www.1stvision.com\/machine-vision-solutions\/wp-content\/uploads\/2021\/05\/Contact-Us-1.jpg\" alt=\"\" class=\"wp-image-1866\"\/><\/a><\/figure>\n<\/div>\n\n\n<p><a href=\"https:\/\/www.1stvision.com\/?siq_name=$%5bFNAME%5d$%20$%5bLNAME%5d$&amp;siq_email=$%5bEMAIL%5d$\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>1st Vision\u2019s<\/strong><\/a>&nbsp;sales engineers have over 100 years of combined experience to assist in your camera and components selection.&nbsp; With a large portfolio of&nbsp;<a href=\"https:\/\/www.1stvision.com\/cameras\/industrialCameras?siq_name=$[FNAME]$$[LNAME]$&amp;siq_email=$[EMAIL]$\" target=\"_blank\" rel=\"noreferrer noopener\">cameras<\/a>,&nbsp;<a href=\"https:\/\/www.1stvision.com\/lens\/machine-vision-lenses?siq_name=$%5bFNAME%5d$%20$%5bLNAME%5d$&amp;siq_email=$%5bEMAIL%5d$\" target=\"_blank\" rel=\"noreferrer noopener\">lenses<\/a>,&nbsp;<a href=\"https:\/\/www.1stvision.com\/cameras\/accessories\/Data-cables?siq_name=$%5bFNAME%5d$%20$%5bLNAME%5d$&amp;siq_email=$%5bEMAIL%5d$\" target=\"_blank\" rel=\"noreferrer noopener\">cables<\/a>,&nbsp;<a href=\"https:\/\/www.1stvision.com\/cameras\/accessories\/NIC-cards?siq_name=$%5bFNAME%5d$%20$%5bLNAME%5d$&amp;siq_email=$%5bEMAIL%5d$\" target=\"_blank\" rel=\"noreferrer noopener\">NIC cards<\/a>&nbsp;and&nbsp;<a href=\"https:\/\/www.1stvision.com\/1stvision-industrial-computer-systems\/embedded-industrial-computer?siq_name=$%5bFNAME%5d$%20$%5bLNAME%5d$&amp;siq_email=$%5bEMAIL%5d$\" target=\"_blank\" rel=\"noreferrer noopener\">industrial computers<\/a>, we can provide a&nbsp;<a href=\"https:\/\/www.1stvision.com\/components-needed-for-machine-vision-and-industrial-imaging-systems?siq_name=$%5bFNAME%5d$%20$%5bLNAME%5d$&amp;siq_email=$%5bEMAIL%5d$\" target=\"_blank\" rel=\"noreferrer noopener\">full vision solution<\/a>!<\/p>\n\n\n\n<p><strong><u>About you:<\/u><\/strong>&nbsp;We want to hear from you!&nbsp; We\u2019ve built our brand on our know-how and like to educate the marketplace on imaging technology topics\u2026&nbsp; What would you like to hear about?\u2026 Drop a line to info@1stvision.com with what topics you\u2019d like to know more about.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>We introduced these event-based cameras in a previous blog &#8211; still a great entry point and overview. In this new blog we&#8217;ll highlight use cases. They are pretty compelling. But first we re-run a single graphic to highlight the paradigm shift from frame-based to event-based imaging: If you come from a frame-based imaging background &#8211; &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/www.1stvision.com\/machine-vision-solutions\/2026\/03\/ids-ueye-evs-event-based-cameras-use-cases.html\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;IDS uEye EVS Event Based Cameras &#8211; Use cases&#8221;<\/span><\/a><\/p>\n","protected":false},"author":10,"featured_media":4467,"comment_status":"closed","ping_status":"closed","sticky":true,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[8,396],"tags":[],"class_list":["post-5048","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cameras","category-event-based-vision"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>IDS uEye EVS Event Based Cameras - Use cases<\/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:\/\/www.1stvision.com\/machine-vision-solutions\/2026\/03\/ids-ueye-evs-event-based-cameras-use-cases.html\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"IDS uEye EVS Event Based Cameras - Use cases\" \/>\n<meta property=\"og:description\" content=\"We introduced these event-based cameras in a previous blog &#8211; still a great entry point and overview. In this new blog we&#8217;ll highlight use cases. They are pretty compelling. 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