{"id":12441,"date":"2021-12-06T17:52:08","date_gmt":"2021-12-06T17:52:08","guid":{"rendered":"https:\/\/www.prophotonix.com\/?p=12441"},"modified":"2024-01-05T15:42:49","modified_gmt":"2024-01-05T15:42:49","slug":"how-multispectral-and-hyperspectral-imaging-is-driving-innovation","status":"publish","type":"post","link":"https:\/\/www.prophotonix.com\/how-multispectral-and-hyperspectral-imaging-is-driving-innovation\/","title":{"rendered":"How Multispectral and Hyperspectral Imaging is Driving Innovation"},"content":{"rendered":"<p>For a growing number of industries, illumination platforms are key to driving innovation and efficiency. From surveillance and sorting to quality control and water management the applications are growing as fast as the technology itself.<\/p>\n<p>ProPhotonix recently launched a short-wave infrared (SWIR) offering to its Hyperspectral linelight solution &#8211; the <a href=\"https:\/\/www.prophotonix.com\/led-and-laser-products\/led-products\/led-line-lights\/cobra-multispec-hyperspectral-line-light\/\">COBRA HyperSpec<\/a>. Here we discuss the types of applications that are using <a href=\"https:\/\/www.prophotonix.com\/applications\/machine-vision-lighting\/hyperspectral-imaging\/\">hyperspectral imaging,<\/a> in particular SWIR.<\/p>\n<h2>Food processing<\/h2>\n<p>Machine vision has proven to be a highly efficient and reliable means of assisting food production; assessing food quality, removing contaminants and ensuring food labeling accuracy \u2013 to name just a few.<\/p>\n<p>&nbsp;<\/p>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-8315 size-full\" src=\"https:\/\/www.prophotonix.com\/wp-content\/uploads\/2019\/02\/food_and_beverage-3.jpg\" alt=\"\" width=\"444\" height=\"295\" srcset=\"https:\/\/www.prophotonix.com\/wp-content\/uploads\/2019\/02\/food_and_beverage-3.jpg 444w, https:\/\/www.prophotonix.com\/wp-content\/uploads\/2019\/02\/food_and_beverage-3-300x199.jpg 300w, https:\/\/www.prophotonix.com\/wp-content\/uploads\/2019\/02\/food_and_beverage-3-226x150.jpg 226w, https:\/\/www.prophotonix.com\/wp-content\/uploads\/2019\/02\/food_and_beverage-3-120x80.jpg 120w\" sizes=\"(max-width: 444px) 100vw, 444px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>In our latest <a href=\"https:\/\/www.prophotonix.com\/led-and-laser-products\/led-products\/led-line-lights\/cobra-multispec-hyperspectral-line-light\/\">whitepaper<\/a> , we discuss a multiwavelength solution we developed for a manufacturer of inline sorting and grading equipment. They needed a flexible, multi-wavelength LED light for a vision system used to sort and grade fruit and vegetables. Different contaminants needed to be identified as well as other properties such as size and colour.<\/p>\n<p>SWIR imaging in particular can prove useful in scenarios where the light is poor or the camera\u2019s sensitivity is particularly challenging. For example, in identifying below-surface bruising in fruit or measuring the moisture content of baked goods to determine freshness.<\/p>\n<h2>Plastic and Textile Recycling<\/h2>\n<p>The European Commission has set the goal that at least 50% of all plastic packaging waste will be recycled by 2025, and to reach 55% by 2030. The EU\u2019s executive arm also wants to ensure that all plastic packaging on the EU market will be either reusable or recyclable by 2030. This has inspired a number of global brands to look to innovative recycling solutions. Procter and Gamble\u00b9 are looking to imaging technologies to assist in sorting packing waste leading to more efficient recycling. UV fluorescence highlights watermarks that determine the sorting criteria. These watermarks provide a lot of information about the packaging origin, and can help separate materials that are difficult to determine e.g if covered in dirt, or are mixed with others. This helps to easily identify plastic sources enabling efficient processing.<\/p>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-12645 size-full\" src=\"https:\/\/www.prophotonix.com\/wp-content\/uploads\/2022\/09\/Textile-Recycling-350-pix.jpg\" alt=\"\" width=\"350\" height=\"234\" srcset=\"https:\/\/www.prophotonix.com\/wp-content\/uploads\/2022\/09\/Textile-Recycling-350-pix.jpg 350w, https:\/\/www.prophotonix.com\/wp-content\/uploads\/2022\/09\/Textile-Recycling-350-pix-300x201-1.jpg 300w, https:\/\/www.prophotonix.com\/wp-content\/uploads\/2022\/09\/Textile-Recycling-350-pix-224x150-1.jpg 224w, https:\/\/www.prophotonix.com\/wp-content\/uploads\/2022\/09\/Textile-Recycling-350-pix-120x80-1.jpg 120w\" sizes=\"(max-width: 350px) 100vw, 350px\" \/><\/p>\n<h2>Agricultural Advances<\/h2>\n<p>\u2018Precision agriculture\u2019 has been greatly assisted by <a href=\"https:\/\/www.prophotonix.com\/applications\/machine-vision-lighting\/hyperspectral-imaging\/\">hyperspectral imaging<\/a> where drones or satellites can indicate disease, pests, soil characteristics, fertilizer or water requirements and offer more accurate yield estimation all based on contrasts and shading highlighting in images taken of the crops.\u00a0 This can help a great deal with challenges such as water management and help prevent under- and over- watering.<\/p>\n<p>ProPhotonix provides SWIR technology solutions allowing users the ability to tackle difficult industry challenges such as textile recycling and food quality. The COBRA HyperSpec now offers SWIR wavelengths (950nm -1750nm).<\/p>\n<p>Explore further into our offerings encompassing\u00a0<a href=\"https:\/\/www.prophotonix.com\/applications\/machine-vision-lighting\/multispectral-imaging\/\">multispectral imaging solutions<\/a>\u00a0and\u00a0<a href=\"https:\/\/www.prophotonix.com\/applications\/machine-vision-lighting\/hyperspectral-imaging\/\">hyperspectral imaging solutions<\/a>.\u00a0<a href=\"https:\/\/www.prophotonix.com\/contact-us\/\">Contact us<\/a>\u00a0and receive free professional advice now.<\/p>\n<p>\u00b9 &#8220;<span style=\"font-size: 8pt;\">Sorting the Plastic Recycling Problem&#8221;, Tim Sykes, <\/span><span style=\"font-size: 8pt;\">https:\/\/packagingeurope.com\/sorting-plastic-recycling-tracers-digital-watermarks-tomra-procter-gamble\/<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>For a growing number of industries, illumination platforms are key to driving innovation and efficiency. From surveillance and sorting to quality control and water management the applications are growing as fast as the technology itself. ProPhotonix recently launched a short-wave infrared (SWIR) offering to its Hyperspectral linelight solution &#8211; the COBRA HyperSpec. Here we discuss [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":12811,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[63,56],"tags":[],"class_list":["post-12441","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-inspection","category-machine-vision-lighting","industry-inspection","industry-machine-vision-lighting","product-category-led-product"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How Multispectral and Hyperspectral Imaging is Driving Innovation | ProPhotonix<\/title>\n<meta name=\"description\" content=\"ProPhotonix experts discuss the types of applications that are using hyperspectral imaging solutions. Discover hyperspectral imaging benefits and its applications now\" \/>\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.prophotonix.com\/how-multispectral-and-hyperspectral-imaging-is-driving-innovation\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How Multispectral and Hyperspectral Imaging is Driving Innovation | ProPhotonix\" \/>\n<meta property=\"og:description\" content=\"ProPhotonix experts discuss the types of applications that are using hyperspectral imaging solutions. Discover hyperspectral imaging benefits and its applications now\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.prophotonix.com\/how-multispectral-and-hyperspectral-imaging-is-driving-innovation\/\" \/>\n<meta property=\"og:site_name\" content=\"Prophotonix\" \/>\n<meta property=\"article:published_time\" content=\"2021-12-06T17:52:08+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-01-05T15:42:49+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.prophotonix.com\/wp-content\/uploads\/2022\/09\/Colours-on-Black.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1640\" \/>\n\t<meta property=\"og:image:height\" content=\"1171\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Aoife Chapman\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@ProPhotonix\" \/>\n<meta name=\"twitter:site\" content=\"@ProPhotonix\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Aoife Chapman\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.prophotonix.com\/how-multispectral-and-hyperspectral-imaging-is-driving-innovation\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.prophotonix.com\/how-multispectral-and-hyperspectral-imaging-is-driving-innovation\/\"},\"author\":{\"name\":\"Aoife Chapman\",\"@id\":\"https:\/\/www.prophotonix.com\/#\/schema\/person\/3bcbc121c7cad25444c01e5ba30cbad2\"},\"headline\":\"How Multispectral and Hyperspectral Imaging is Driving Innovation\",\"datePublished\":\"2021-12-06T17:52:08+00:00\",\"dateModified\":\"2024-01-05T15:42:49+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.prophotonix.com\/how-multispectral-and-hyperspectral-imaging-is-driving-innovation\/\"},\"wordCount\":467,\"publisher\":{\"@id\":\"https:\/\/www.prophotonix.com\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.prophotonix.com\/how-multispectral-and-hyperspectral-imaging-is-driving-innovation\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.prophotonix.com\/wp-content\/uploads\/2022\/09\/Colours-on-Black.jpg\",\"articleSection\":[\"Inspection\",\"Machine Vision Lighting\"],\"inLanguage\":\"en-GB\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.prophotonix.com\/how-multispectral-and-hyperspectral-imaging-is-driving-innovation\/\",\"url\":\"https:\/\/www.prophotonix.com\/how-multispectral-and-hyperspectral-imaging-is-driving-innovation\/\",\"name\":\"How Multispectral and Hyperspectral Imaging is Driving Innovation | ProPhotonix\",\"isPartOf\":{\"@id\":\"https:\/\/www.prophotonix.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.prophotonix.com\/how-multispectral-and-hyperspectral-imaging-is-driving-innovation\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.prophotonix.com\/how-multispectral-and-hyperspectral-imaging-is-driving-innovation\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.prophotonix.com\/wp-content\/uploads\/2022\/09\/Colours-on-Black.jpg\",\"datePublished\":\"2021-12-06T17:52:08+00:00\",\"dateModified\":\"2024-01-05T15:42:49+00:00\",\"description\":\"ProPhotonix experts discuss the types of applications that are using hyperspectral imaging solutions. 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