{"id":41360,"date":"2019-02-11T13:49:56","date_gmt":"2019-02-11T13:49:56","guid":{"rendered":"https:\/\/sfc.6bdv.ws\/blog-69271\/"},"modified":"2025-07-29T12:14:03","modified_gmt":"2025-07-29T11:14:03","slug":"blog-69271","status":"publish","type":"post","link":"https:\/\/www.sfc.ac.uk\/gd\/blog-69271\/","title":{"rendered":"CENSIS Vision Lab goes live"},"content":{"rendered":"<p>If your business has a computer vision or imaging challenge, we\u2019d love to hear from you, says Helen Sandison, Senior Engineer at CENSIS.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.sfc.ac.uk\/wp-content\/uploads\/Upload\/New_SFC_Banners_News.jpg\" alt=\"Banner image for CENSIS Vision Lab goes live\" \/><\/p>\n<p><em>CENSIS is the industry-led Innovation Centre for the economically important and highly diverse domain of Sensor and Imaging Systems (SIS) and Internet of Things (IoT) technologies and their applications.<\/em><\/p>\n<p><em>\u00a0<\/em><\/p>\n<p><em>It is one of eight Innovation Centres funded by the Scottish Funding Council, Scottish Enterprise and Highlands and Islands Enterprise.<\/em><\/p>\n<p>November 2018 sees the launch of the new CENSIS Vision Lab. It\u2019s a dedicated facility in our Glasgow offices, set up to help businesses adopt or deliver innovative computer vision or imaging solutions. We see opportunities in sectors from aerospace to oil &amp; gas to food and drink.<\/p>\n<p>CENSIS is uniquely positioned to help kickstart or accelerate businesses\u2019 use of computer vision due to our connections with academia and industry and the funding we can bring to innovative technology projects. Our in-house technical and business development teams can also provide engineering support and consultancy.<\/p>\n<h2>A 60-second guide to computer vision<\/h2>\n<p><img decoding=\"async\" class=\"ae_image\" style=\"margin: 5px; width: 475px; height: 267px; float: right;\" src=\"https:\/\/www.sfc.ac.uk\/wp-content\/uploads\/Upload\/website-blog-05112018.jpg\" alt=\"CENSIS Vision Lab goes live\" \/>Given that we\u2019re looking to \u2018democratise\u2019 computer vision technology with the Vision Lab, it\u2019s useful to summarise what computer vision is all about.<\/p>\n<p>Broadly speaking, computer vision is any computation involving visual content \u2013 images, videos, anything with pixels involved.<\/p>\n<p>It\u2019s the process of <strong>using machines to see, identify, analyse and understand imagery<\/strong>.<\/p>\n<p>Any application that involves understanding pixels through software can be labelled as computer vision.<\/p>\n<p>Computational processing of images has been around in some format since the 1960s. But recent advances in machine learning as well as leaps forward in data storage, computing capabilities and cheap, high-quality camera devices have led to major improvements and new opportunities.<\/p>\n<h2>Commercial uses and applications<\/h2>\n<p>The core techniques of computer vision\u2013all of which have developed significantly in recent years\u2013are:<\/p>\n<ul>\n<li>Event detection.<\/li>\n<li>Object recognition.<\/li>\n<li>Object tracking.<\/li>\n<li>Motion estimation.<\/li>\n<li>Image classification.<\/li>\n<li>3D reconstruction.<\/li>\n<\/ul>\n<p>These techniques can be used for many different applications in different environments, with the result that computer vision technology is well on the way to being ubiquitous:<\/p>\n<ul>\n<li><strong>Autonomous<\/strong> vehicles \u2013 navigation, control, route planning, obstacle detection, traffic sign detection.<\/li>\n<li><strong>The human face<\/strong> \u2013 personal device access, targeted advertising, surveillance, biometrics, photo tagging.<\/li>\n<li><strong>Gaming<\/strong> \u2013 gesture recognition and control, vision-based user inputs, action recognition, eye tracking.<\/li>\n<li><strong>Manufacturing<\/strong> \u2013 predictive maintenance, package inspection, reading barcodes, track and trace, handwriting analysis.<\/li>\n<li><strong>Medical Images<\/strong> \u2013 3D visualisation and animation, 3D image segmentation, tumour detection, medical diagnosis methods.<\/li>\n<li><strong>Remote sensing<\/strong> \u2013 land use recognition and identification, multi sensor fusion, crop detection, atmospheric visibility, pollution monitoring.<\/li>\n<li><strong>Surveillance <\/strong>\u2013 object detection, recognition and tracking, people counting, crime prevention, home security.<\/li>\n<li><strong>Transport<\/strong> \u2013 pedestrian detection, driver monitoring, lane alert, parking assistance, video-based tolling, number plate recognition, traffic surveillance.<\/li>\n<\/ul>\n<h2>How our Vision Lab fits into the picture<\/h2>\n<p>The hardware and software we have in the Vision Lab greatly develops our technical capabilities in computer vision and related fields, and includes:<\/p>\n<ul>\n<li>Development kits for image sensing, machine learning.<\/li>\n<li>3D time of flight sensor for industrial machine vision applications.<\/li>\n<li>Embedded vision cameras.<\/li>\n<li>PC custom built and optimised for image processing, machine vision and applications that require high processing speed.<\/li>\n<li>MVTec Halcon, a comprehensive standard software package for machine vision industries, with capabilities in areas such as analysis, matching, measuring, identification, 3D vision and deep learning algorithms.<\/li>\n<\/ul>\n<p>Having engaged with the University of Glasgow\u2019s Computer Science department to develop project ideas, we see exciting scope to use the lab to support projects in image processing, machine vision, object detection and tracking, embedded vision, motion sensing, machine learning and many more applications across a range of areas.<\/p>\n<p>In effect, the Vision Lab will take a similar approach to our IoT Centre \u2013 helping SMEs with product development or product enhancement around the new technology, through funding, collaboration, consultancy and access to equipment and expertise. As with the IoT Centre, we\u2019re looking to engage with end-users of the technology, not just developers or those already at the cutting-edge.<\/p>\n<h2>Talk to us<\/h2>\n<p>Tell us about your imaging challenges, help us shape our workshop programme, and guide us in providing a service that will be useful to you.<\/p>\n<p>We\u2019re particularly keen to talk to companies throughout Scotland and further afield with imaging or vision-based challenges who are interested in product development or enhancement.<\/p>\n<p><a href=\"mailto:helen.sandison@censis.org.uk\">helen.sandison@censis.org.uk<\/a>.<\/p>\n<h2>Visit us on 8 November<\/h2>\n<p>We\u2019re officially launching the CENSIS Vision Lab at our annual Tech Summit on Thursday 8 November 2018 at the Glasgow Royal Concert Hall. Visit us at Stands 11 &amp; 12 on the day and we can demonstrate some of the techniques we\u2019ve been working on.<\/p>","protected":false},"excerpt":{"rendered":"<p>If your business has a computer vision or imaging challenge, we\u2019d love to hear from you, says Helen Sandison, Senior Engineer at CENSIS.<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_relevanssi_hide_post":"","_relevanssi_hide_content":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"","_relevanssi_noindex_reason":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-41360","post","type-post","status-publish","format-standard","hentry","category-uncategorised"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.9 - 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