{"id":7669,"date":"2025-07-18T12:05:39","date_gmt":"2025-07-18T10:05:39","guid":{"rendered":"https:\/\/cubert-hyperspectral.com\/?p=7669"},"modified":"2026-10-03T20:59:59","modified_gmt":"2026-10-03T18:59:59","slug":"why-machine-vision","status":"publish","type":"post","link":"https:\/\/cubert-hyperspectral.com\/en\/knowledge\/why-machine-vision\/","title":{"rendered":"Why Machine Vision?"},"content":{"rendered":"<style>.kadence-column7669_9a3a4a-de > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column7669_9a3a4a-de > .kt-inside-inner-col{flex-direction:column;}.kadence-column7669_9a3a4a-de > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column7669_9a3a4a-de > .kt-inside-inner-col{background-color:rgba(0, 0, 0, 0);}.kadence-column7669_9a3a4a-de > .kt-inside-inner-col:before{opacity:0.85;background-color:var(--global-palette7, #EDF2F7);}.kadence-column7669_9a3a4a-de{position:relative;}@media all and (max-width: 1024px){.kadence-column7669_9a3a4a-de > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column7669_9a3a4a-de > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column7669_9a3a4a-de kb-section-has-overlay\"><div class=\"kt-inside-inner-col\"><style>.kb-row-layout-id7669_4eccfb-0e > .kt-row-column-wrap{align-content:center;}:where(.kb-row-layout-id7669_4eccfb-0e > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:center;}.kb-row-layout-id7669_4eccfb-0e > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);max-width:var( --global-content-width, 1490px );padding-left:var(--global-content-edge-padding);padding-right:var(--global-content-edge-padding);padding-top:var(--global-kb-spacing-3xl, 6.5rem);padding-bottom:var(--global-kb-spacing-3xl, 6.5rem);min-height:80vh;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id7669_4eccfb-0e{background-color:rgba(0,0,0,0);}.kb-row-layout-id7669_4eccfb-0e > .kt-row-layout-overlay{opacity:0.60;}@media all and (max-width: 1024px){.kb-row-layout-wrap.wp-block-kadence-rowlayout.kb-row-layout-id7669_4eccfb-0e{margin-top:var(--global-kb-spacing-4xl, 8rem);}}@media all and (max-width: 1024px){.kb-row-layout-id7669_4eccfb-0e > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id7669_4eccfb-0e > .kt-row-column-wrap{padding-top:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id7669_4eccfb-0e alignfull kt-row-has-bg wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-middle kt-inner-column-height-full kb-theme-content-width\">\n<style>.kadence-column7669_2df30c-30 > .kt-inside-inner-col{display:flex;}.kadence-column7669_2df30c-30 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column7669_2df30c-30 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}.kadence-column7669_2df30c-30 > .kt-inside-inner-col > .aligncenter{width:100%;}.kt-row-column-wrap > .kadence-column7669_2df30c-30{align-self:center;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column7669_2df30c-30{align-self:auto;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column7669_2df30c-30 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}.kadence-column7669_2df30c-30 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column7669_2df30c-30{z-index:10;position:relative;}.kadence-column7669_2df30c-30, .kt-inside-inner-col > .kadence-column7669_2df30c-30:not(.specificity){margin-right:0px;}@media all and (max-width: 1024px){.kt-row-column-wrap > .kadence-column7669_2df30c-30{align-self:center;}}@media all and (max-width: 1024px){.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column7669_2df30c-30{align-self:auto;}}@media all and (max-width: 1024px){.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column7669_2df30c-30 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 1024px){.kadence-column7669_2df30c-30 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kt-row-column-wrap > .kadence-column7669_2df30c-30{align-self:center;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column7669_2df30c-30{align-self:auto;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column7669_2df30c-30 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}.kadence-column7669_2df30c-30 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column7669_2df30c-30\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedbtn.kb-btns7669_5c191e-64{padding-bottom:var(--global-kb-spacing-md, 2rem);gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns7669_5c191e-64 .kt-button{font-weight:normal;font-style:normal;}.kt-btns7669_5c191e-64 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns7669_5c191e-64 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns7669_5c191e-64 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns7669_5c191e-64 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns7669_5c191e-64 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns7669_5c191e-64 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns7669_5c191e-64 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns7669_5c191e-64\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn7669_ec89f9-c7.kb-button{width:initial;}<\/style><span class=\"kb-button kt-button button kb-btn7669_ec89f9-c7 kt-btn-size-standard kt-btn-width-type-auto kb-btn-global-outline kt-btn-has-text-true kt-btn-has-svg-false wp-block-kadence-singlebtn kb-preset--outline\"><span class=\"kt-btn-inner-text\">Science<\/span><\/span>\n\n<style>ul.menu .wp-block-kadence-advancedbtn .kb-btn7669_07b45e-41.kb-button{width:initial;}<\/style><span class=\"kb-button kt-button button kb-btn7669_07b45e-41 kt-btn-size-standard kt-btn-width-type-auto kb-btn-global-outline kt-btn-has-text-true kt-btn-has-svg-false wp-block-kadence-singlebtn kb-preset--outline\"><span class=\"kt-btn-inner-text\">Technology<\/span><\/span><\/div>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading7669_d24481-1c, .wp-block-kadence-advancedheading.kt-adv-heading7669_d24481-1c[data-kb-block=\"kb-adv-heading7669_d24481-1c\"]{padding-top:0px;margin-top:0px;font-size:60px;line-height:68px;font-style:normal;text-shadow:2px 2px 5px rgba(0, 0, 0, 0.2);}.wp-block-kadence-advancedheading.kt-adv-heading7669_d24481-1c mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading7669_d24481-1c[data-kb-block=\"kb-adv-heading7669_d24481-1c\"] mark.kt-highlight{font-style:normal;color:var(--global-palette8, #F7FAFC);-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading7669_d24481-1c img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading7669_d24481-1c[data-kb-block=\"kb-adv-heading7669_d24481-1c\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 1024px){.wp-block-kadence-advancedheading.kt-adv-heading7669_d24481-1c, .wp-block-kadence-advancedheading.kt-adv-heading7669_d24481-1c[data-kb-block=\"kb-adv-heading7669_d24481-1c\"]{text-shadow:2px 2px 5px rgba(0, 0, 0, 0.2);font-size:40px;line-height:48px;}}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading7669_d24481-1c, .wp-block-kadence-advancedheading.kt-adv-heading7669_d24481-1c[data-kb-block=\"kb-adv-heading7669_d24481-1c\"]{text-shadow:2px 2px 5px rgba(0, 0, 0, 0.2);font-size:30px;line-height:40px;}}<\/style>\n<h1 class=\"kt-adv-heading7669_d24481-1c wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading7669_d24481-1c\"><mark true=\"true\" class=\"kt-highlight\">Why<\/mark> Machine Vision?<\/h1>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading7669_90691d-f8, .wp-block-kadence-advancedheading.kt-adv-heading7669_90691d-f8[data-kb-block=\"kb-adv-heading7669_90691d-f8\"]{max-width:700px;font-size:28px;line-height:36px;font-weight:100;font-style:normal;font-family:Roboto;}.wp-block-kadence-advancedheading.kt-adv-heading7669_90691d-f8 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading7669_90691d-f8[data-kb-block=\"kb-adv-heading7669_90691d-f8\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading7669_90691d-f8 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading7669_90691d-f8[data-kb-block=\"kb-adv-heading7669_90691d-f8\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<p class=\"kt-adv-heading7669_90691d-f8 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading7669_90691d-f8\">Hyperspectral imaging takes machine vision, intelligent object recognition, and precise quality control to a new level \u2014 enabling better decisions, reliable results, and sustainable processes across all industrial sectors.\n<\/p>\n\n\n<style>.wp-block-kadence-iconlist.kt-svg-icon-list-items7669_e922e0-3a:not(.this-stops-third-party-issues){margin-top:0px;margin-bottom:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items7669_e922e0-3a ul.kt-svg-icon-list:not(.this-prevents-issues):not(.this-stops-third-party-issues):not(.tijsloc){margin-top:0px;margin-right:0px;margin-bottom:var(--global-kb-spacing-sm, 1.5rem);margin-left:0px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items7669_e922e0-3a ul.kt-svg-icon-list{grid-row-gap:5px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items7669_e922e0-3a .kb-svg-icon-wrap{font-size:25px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items7669_e922e0-3a ul.kt-svg-icon-list .kt-svg-icon-list-item-wrap .kt-svg-icon-list-single{margin-right:15px;}.kt-svg-icon-list-items7669_e922e0-3a ul.kt-svg-icon-list .kt-svg-icon-list-item-wrap, .kt-svg-icon-list-items7669_e922e0-3a ul.kt-svg-icon-list .kt-svg-icon-list-item-wrap a{font-size:18px;line-height:30px;letter-spacing:0.5px;}.kt-svg-icon-list-items7669_e922e0-3a ul.kt-svg-icon-list .kt-svg-icon-list-level-0 .kt-svg-icon-list-single svg{font-size:20px;}.wp-block-kadence-iconlist.kt-svg-icon-list-items7669_e922e0-3a .wp-block-kadence-listitem a{text-decoration:underline;}.wp-block-kadence-iconlist.kt-svg-icon-list-items7669_e922e0-3a ul.kt-svg-icon-list .wp-block-kadence-listitem a{color:var(--global-palette8, #F7FAFC);}<\/style>\n<div class=\"wp-block-kadence-iconlist kt-svg-icon-list-items kt-svg-icon-list-items7669_e922e0-3a kt-svg-icon-list-columns-1 alignnone kt-list-icon-aligntop\"><ul class=\"kt-svg-icon-list\"><style>.kt-svg-icon-list-item-7669_ea7064-71 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-7669_ea7064-71\"><span class=\"kb-svg-icon-wrap kb-svg-icon-kb-custom-9483 kt-svg-icon-list-single\"><svg viewBox=\"0 0 30 24\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><defs ><style \/><\/defs><path class=\"st0\" d=\"M26,0H4C1.8,0,0,1.8,0,4v16c0,2.2,1.8,4,4,4h22c2.2,0,4-1.8,4-4V4c0-2.2-1.8-4-4-4ZM10,10c0-2.7,2.3-5,5-5s5,2.2,5,5-2.3,5-5,5-5-2.2-5-5ZM15,17c4.1,0,7.6,2.1,8.6,5H6.3c1.1-2.9,4.6-5,8.6-5ZM28,20c0,1.1-.9,2-2,2h-.3c-.8-2.9-3.3-5.3-6.7-6.4,1.8-1.3,3-3.3,3-5.7,0-3.8-3.2-7-7-7s-7,3.1-7,7,1.2,4.4,3,5.7c-3.3,1.1-5.9,3.4-6.7,6.4h-.2c-1.1,0-2-.9-2-2V4c0-1.1.9-2,2-2h22c1.1,0,2,.9,2,2v16Z\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">Author: <a href=\"#author\" title=\"\">Dr. Matthias Locherer<\/a><\/span><\/li>\n\n\n<style>.kt-svg-icon-list-item-7669_57876c-a8 .kt-svg-icon-list-text mark.kt-highlight{background-color:unset;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<li class=\"wp-block-kadence-listitem kt-svg-icon-list-item-wrap kt-svg-icon-list-item-7669_57876c-a8\"><span class=\"kb-svg-icon-wrap kb-svg-icon-kb-custom-9484 kt-svg-icon-list-single\"><svg viewBox=\"0 0 30 24\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><defs ><style \/><\/defs><path class=\"st0\" d=\"M26,24H4c-2.2,0-4-1.8-4-4V4C0,1.8,1.8,0,4,0h22c2.2,0,4,1.8,4,4v16c0,2.2-1.8,4-4,4ZM4,2c-1.1,0-2,.9-2,2v16c0,1.1.9,2,2,2h22c1.1,0,2-.9,2-2V4c0-1.1-.9-2-2-2H4Z\"\/><polygon class=\"st0\" points=\"15.4 13 8 13 8 11 14.6 11 18.3 7.3 19.7 8.7 15.4 13\"\/><rect class=\"st0\" x=\"14\" y=\"3\" width=\"2\" height=\"3\"\/><rect class=\"st0\" x=\"14\" y=\"18\" width=\"2\" height=\"3\"\/><rect class=\"st0\" x=\"3\" y=\"11\" width=\"3\" height=\"2\"\/><rect class=\"st0\" x=\"24\" y=\"11\" width=\"3\" height=\"2\"\/><\/svg><\/span><span class=\"kt-svg-icon-list-text\">Last updated: 3. October 2026<\/span><\/li>\n<\/ul><\/div>\n<\/div><\/div>\n\n<\/div><\/div><\/div><\/div>\n\n\n<style>.kadence-column7669_06ddec-33 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-3xl, 6.5rem);}.kadence-column7669_06ddec-33 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column7669_06ddec-33 > .kt-inside-inner-col{flex-direction:column;}.kadence-column7669_06ddec-33 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column7669_06ddec-33 > .kt-inside-inner-col:before{opacity:0.9;background-color:var(--global-palette9, #ffffff);}.kadence-column7669_06ddec-33, .kadence-column7669_06ddec-33 h1, .kadence-column7669_06ddec-33 h2, .kadence-column7669_06ddec-33 h3, .kadence-column7669_06ddec-33 h4, .kadence-column7669_06ddec-33 h5, .kadence-column7669_06ddec-33 h6{color:var(--global-palette4, #2D3748);}.kadence-column7669_06ddec-33 a{color:var(--global-palette4, #2D3748);}.kadence-column7669_06ddec-33 a:hover{color:var(--global-palette3, 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1rem);}.kadence-column7669_630d79-e6 > .kt-inside-inner-col{flex-direction:column;}.kadence-column7669_630d79-e6 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column7669_630d79-e6 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column7669_630d79-e6{position:relative;}@media all and (max-width: 1024px){.kadence-column7669_630d79-e6 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column7669_630d79-e6 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column7669_630d79-e6 kb-section-is-sticky\"><div class=\"kt-inside-inner-col\"><style>.kb-table-of-content-nav.kb-table-of-content-id11019_4ec261-a1 .kb-table-of-content-wrap{padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.kb-table-of-content-nav.kb-table-of-content-id11019_4ec261-a1 .kb-table-of-contents-title-wrap{padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.kb-table-of-content-nav.kb-table-of-content-id11019_4ec261-a1 .kb-table-of-contents-title{font-size:28px;line-height:36px;letter-spacing:2px;font-family:'GC Nordix Wide';font-weight:300;font-style:normal;text-transform:uppercase;}.kb-table-of-content-nav.kb-table-of-content-id11019_4ec261-a1 .kb-table-of-content-wrap .kb-table-of-content-list{color:var(--global-palette4, #2D3748);font-size:18px;line-height:26px;font-family:'Roboto Mono';font-weight:400;font-style:normal;margin-top:var(--global-kb-spacing-sm, 1.5rem);margin-right:0px;margin-bottom:0px;margin-left:0px;}.kb-table-of-content-nav.kb-table-of-content-id11019_4ec261-a1 .kb-table-of-content-wrap .kb-table-of-content-list .kb-table-of-contents__entry:hover{color:var(--global-palette1, #3182CE);}.kb-table-of-content-nav.kb-table-of-content-id11019_4ec261-a1 .kb-table-of-content-wrap .kb-table-of-content-list .active > .kb-table-of-contents__entry{color:#be2800;}@media all and (max-width: 767px){.kb-table-of-content-nav.kb-table-of-content-id11019_4ec261-a1 .kb-table-of-contents-title{font-size:20px;}}<\/style><\/div><\/div>\n\n\n<style>.kadence-column7669_3d6548-cb > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column7669_3d6548-cb > .kt-inside-inner-col{flex-direction:column;}.kadence-column7669_3d6548-cb > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column7669_3d6548-cb > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column7669_3d6548-cb a{color:#e64600;}.kadence-column7669_3d6548-cb a:hover{color:var(--global-palette13, #3182CE);}.kadence-column7669_3d6548-cb{position:relative;}.kadence-column7669_3d6548-cb, .kt-inside-inner-col > .kadence-column7669_3d6548-cb:not(.specificity){margin-top:-7px;}@media all and (max-width: 1024px){.kadence-column7669_3d6548-cb > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column7669_3d6548-cb > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column7669_3d6548-cb\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading7669_572ba8-24, .wp-block-kadence-advancedheading.kt-adv-heading7669_572ba8-24[data-kb-block=\"kb-adv-heading7669_572ba8-24\"]{font-size:30px;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading7669_572ba8-24 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading7669_572ba8-24[data-kb-block=\"kb-adv-heading7669_572ba8-24\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading7669_572ba8-24 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading7669_572ba8-24[data-kb-block=\"kb-adv-heading7669_572ba8-24\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 1024px){.wp-block-kadence-advancedheading.kt-adv-heading7669_572ba8-24, .wp-block-kadence-advancedheading.kt-adv-heading7669_572ba8-24[data-kb-block=\"kb-adv-heading7669_572ba8-24\"]{font-size:30px;}}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading7669_572ba8-24, .wp-block-kadence-advancedheading.kt-adv-heading7669_572ba8-24[data-kb-block=\"kb-adv-heading7669_572ba8-24\"]{font-size:24px;}}<\/style>\n<h2 class=\"kt-adv-heading7669_572ba8-24 H_overline wp-block-kadence-advancedheading has-theme-palette-7-color has-text-color\" data-kb-block=\"kb-adv-heading7669_572ba8-24\">Hyperspectral Imaging in Industrial Machine Vision<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Companies in the food industry are facing a profound transformation: the pressure to produce continuously in compliance with legal requirements, fully traceable, and at the highest quality is steadily increasing. Conventional inspection methods such as manual visual checks, RGB cameras, or X-ray analyses reach their limits. Invisible foreign objects like soft plastics or organic contaminants, minimal differences in ripeness or texture, as well as defective batches, can remain undetected. Product recalls cause financial damages amounting to millions and severely damage consumer trust in brands and products. At the same time, demands on process reliability, speed, and automation continue to grow. In this challenging environment, hyperspectral imaging (HSI) provides a crucial solution: it detects what remains invisible to the human eye and conventional technology, securing quality and product safety at the molecular level automated, in real-time, and integrated into processes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Many other industrial sectors also face the limitations of established machine vision systems. Whether in recycling plants, color measurement during production, surface coating inspection, art restoration, forensic trace analysis, or general quality assurance, decision-makers struggle with similar challenges. Small quality deviations or foreign materials often remain unnoticed with conventional methods. Misclassification of materials is common when different substances appear visually similar. The consequences range from inefficient processes and high waste to costly product recalls and damage to brand reputation. Against this background, hyperspectral imaging (HSI) is rapidly gaining importance. It promises to make the invisible visible and opens a new era in industrial machine vision where quality and safety can be elevated to unprecedented levels.<\/p>\n\n\n<style>.kb-image7669_4b3fe9-e3 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<div class=\"wp-block-kadence-image kb-image7669_4b3fe9-e3\"><figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1709\" src=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2025\/07\/view-of-plastic-bottles-at-bottling-line-at-soft-d-2024-10-18-04-29-00-utc-scaled-1.avif\" alt=\"View of plastic bottles at bottling line at soft d 2024 10 18 04 29 00 utc scaled\" class=\"kb-img wp-image-12959\" srcset=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2025\/07\/view-of-plastic-bottles-at-bottling-line-at-soft-d-2024-10-18-04-29-00-utc-scaled-1.avif 2560w, https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2025\/07\/view-of-plastic-bottles-at-bottling-line-at-soft-d-2024-10-18-04-29-00-utc-scaled-1-300x200.jpg 300w, https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2025\/07\/view-of-plastic-bottles-at-bottling-line-at-soft-d-2024-10-18-04-29-00-utc-scaled-1-1024x684.jpg 1024w, https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2025\/07\/view-of-plastic-bottles-at-bottling-line-at-soft-d-2024-10-18-04-29-00-utc-scaled-1-768x513.jpg 768w, https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2025\/07\/view-of-plastic-bottles-at-bottling-line-at-soft-d-2024-10-18-04-29-00-utc-scaled-1-1536x1025.jpg 1536w, https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2025\/07\/view-of-plastic-bottles-at-bottling-line-at-soft-d-2024-10-18-04-29-00-utc-scaled-1-2048x1367.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/figure><\/div>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading7669_47e37f-56, .wp-block-kadence-advancedheading.kt-adv-heading7669_47e37f-56[data-kb-block=\"kb-adv-heading7669_47e37f-56\"]{font-size:30px;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading7669_47e37f-56 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading7669_47e37f-56[data-kb-block=\"kb-adv-heading7669_47e37f-56\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading7669_47e37f-56 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading7669_47e37f-56[data-kb-block=\"kb-adv-heading7669_47e37f-56\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 1024px){.wp-block-kadence-advancedheading.kt-adv-heading7669_47e37f-56, .wp-block-kadence-advancedheading.kt-adv-heading7669_47e37f-56[data-kb-block=\"kb-adv-heading7669_47e37f-56\"]{font-size:30px;}}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading7669_47e37f-56, .wp-block-kadence-advancedheading.kt-adv-heading7669_47e37f-56[data-kb-block=\"kb-adv-heading7669_47e37f-56\"]{font-size:24px;}}<\/style>\n<h2 class=\"kt-adv-heading7669_47e37f-56 H_overline wp-block-kadence-advancedheading has-theme-palette-7-color has-text-color\" data-kb-block=\"kb-adv-heading7669_47e37f-56\">Limits of Conventional Machine Vision Systems<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Traditional inspection methods such as RGB cameras, near-infrared (NIR) sensors, or X-ray scanners often reach physical limitations in complex inspection tasks. An RGB system captures only three broad color channels in visible light\u2014fine spectral differences completely escape detection. NIR sensors or simple spectral filters provide some additional wavelength bands, but they still cannot truly analyze the chemical composition of an object. X-ray systems mainly detect differences in density; foreign objects with densities similar to the base material often remain invisible.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In the food industry, a particular challenge arises because quality assurance is under increasing regulatory and societal pressure. Foreign objects such as soft plastics, wood splinters, or insects are difficult to detect with RGB cameras or X-ray systems\u2014especially if they are color-matched to the product or have similar density. Conventional systems frequently overlook critical contamination, leading to recalls that cause not only high costs but also lasting damage to brand reputation. This challenge is further intensified by the rising demand for unprocessed, \"clean label\" products: here, visual inspection is especially unreliable, as the human eye and RGB-based technologies quickly reach their limits.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In the recycling industry, not only economic efficiency but also environmental responsibility is increasingly in focus. Sorting plants are expected to separate plastics, textiles, wood, and metals by type to close resource loops and conserve materials. However, many materials are hardly distinguishable by color\u2014for example, black polypropylene versus black polyethylene\u2014or are contaminated with composite materials. The consequence is impurities in material streams that promote downcycling or render entire batches unusable. Faulty sorting here means not only economic loss but also hinders ecologically sustainable recycling pathways.<\/p>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading7669_df9ff4-fa, .wp-block-kadence-advancedheading.kt-adv-heading7669_df9ff4-fa[data-kb-block=\"kb-adv-heading7669_df9ff4-fa\"]{font-size:30px;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading7669_df9ff4-fa mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading7669_df9ff4-fa[data-kb-block=\"kb-adv-heading7669_df9ff4-fa\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading7669_df9ff4-fa img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading7669_df9ff4-fa[data-kb-block=\"kb-adv-heading7669_df9ff4-fa\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 1024px){.wp-block-kadence-advancedheading.kt-adv-heading7669_df9ff4-fa, .wp-block-kadence-advancedheading.kt-adv-heading7669_df9ff4-fa[data-kb-block=\"kb-adv-heading7669_df9ff4-fa\"]{font-size:30px;}}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading7669_df9ff4-fa, .wp-block-kadence-advancedheading.kt-adv-heading7669_df9ff4-fa[data-kb-block=\"kb-adv-heading7669_df9ff4-fa\"]{font-size:24px;}}<\/style>\n<h2 class=\"kt-adv-heading7669_df9ff4-fa wp-block-kadence-advancedheading has-theme-palette-7-color has-text-color\" data-kb-block=\"kb-adv-heading7669_df9ff4-fa\">Hyperspectral Imaging Makes the Invisible Visible<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">This is where hyperspectral imaging (HSI) comes in, fundamentally changing the game. HSI combines established spectroscopy with modern camera technology: instead of measuring only three color points, an HSI camera captures the complete reflection spectrum of every single image pixel\u2014often across hundreds of narrow spectral bands. This provides a unique spectral fingerprint for each point on an object, directly linked to its material composition. Differences hidden in the visible image become clearly apparent in the spectral profile. Different materials absorb and reflect light in characteristic ways. HSI exploits this principle to reveal chemical and physical differences\u2014even when two objects appear identical to the human eye.<\/p>\n\n\n<style>.kadence-column7669_dcef69-b9 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column7669_dcef69-b9 > .kt-inside-inner-col{flex-direction:column;}.kadence-column7669_dcef69-b9 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column7669_dcef69-b9 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column7669_dcef69-b9{position:relative;}@media all and (max-width: 1024px){.kadence-column7669_dcef69-b9 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column7669_dcef69-b9 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column7669_dcef69-b9\"><div class=\"kt-inside-inner-col\"><style>.kb-image7669_58f25c-1c .kb-image-has-overlay:after{opacity:0.3;}.kb-image7669_58f25c-1c img.kb-img, .kb-image7669_58f25c-1c .kb-img img{box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}<\/style>\n<div class=\"wp-block-kadence-image kb-image7669_58f25c-1c\"><figure class=\"alignleft size-full\"><a href=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2025\/07\/food-processing-machine-2024-10-16-12-23-56-utc-1-scaled-1.avif\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1707\" src=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2025\/07\/food-processing-machine-2024-10-16-12-23-56-utc-1-scaled-1.avif\" alt=\"Food processing machine 2024 10 16 12 23 56 utc 1 scaled\" class=\"kb-img wp-image-12960\" srcset=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2025\/07\/food-processing-machine-2024-10-16-12-23-56-utc-1-scaled-1.avif 2560w, https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2025\/07\/food-processing-machine-2024-10-16-12-23-56-utc-1-scaled-1-300x200.jpg 300w, https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2025\/07\/food-processing-machine-2024-10-16-12-23-56-utc-1-scaled-1-1024x683.jpg 1024w, https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2025\/07\/food-processing-machine-2024-10-16-12-23-56-utc-1-scaled-1-768x512.jpg 768w, https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2025\/07\/food-processing-machine-2024-10-16-12-23-56-utc-1-scaled-1-1536x1024.jpg 1536w, https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2025\/07\/food-processing-machine-2024-10-16-12-23-56-utc-1-scaled-1-2048x1366.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/a><\/figure><\/div>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading7669_e03261-a6, .wp-block-kadence-advancedheading.kt-adv-heading7669_e03261-a6[data-kb-block=\"kb-adv-heading7669_e03261-a6\"]{font-size:30px;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading7669_e03261-a6 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading7669_e03261-a6[data-kb-block=\"kb-adv-heading7669_e03261-a6\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading7669_e03261-a6 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading7669_e03261-a6[data-kb-block=\"kb-adv-heading7669_e03261-a6\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 1024px){.wp-block-kadence-advancedheading.kt-adv-heading7669_e03261-a6, .wp-block-kadence-advancedheading.kt-adv-heading7669_e03261-a6[data-kb-block=\"kb-adv-heading7669_e03261-a6\"]{font-size:30px;}}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading7669_e03261-a6, .wp-block-kadence-advancedheading.kt-adv-heading7669_e03261-a6[data-kb-block=\"kb-adv-heading7669_e03261-a6\"]{font-size:24px;}}<\/style>\n<h2 class=\"kt-adv-heading7669_e03261-a6 H_overline wp-block-kadence-advancedheading has-theme-palette-7-color has-text-color\" data-kb-block=\"kb-adv-heading7669_e03261-a6\">Functional Benefits: More Than Just Seeing<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The unique capabilities of hyperspectral imaging (HSI) translate into tangible functional advantages across diverse applications.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Firstly, HSI enables real-time material classification. Every substance\u2014whether plastic, metal, organic material, pigment, or coating\u2014has a characteristic spectral pattern. Modern HSI systems rapidly recognize these patterns using AI algorithms, allowing for precise material sorting or unambiguous object identification.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In food production, HSI is not only a driver of efficiency but also a core element of process safety. By detecting invisible contaminations, differences in ripeness, or fermentation before packaging, production risks can be eliminated early. The technology also allows continuous monitoring of product consistency\u2014such as fat content, water percentage, or sugar profile\u2014so that quality is ensured inline and continuously, rather than through spot checks. For manufacturers, this means fewer complaints, more stable processes, and significantly improved compliance with regulatory requirements\u2014all while reducing the workload on employees through automated controls.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Secondly, HSI brings true spectral analysis directly into the production process. Spectroscopy was previously mostly limited to lab instruments; now, it is available inline. Another major advantage is the detection of foreign materials and defects with unmatched precision. Hyperspectral systems detect contaminants down to fractions of a millimeter because each particle stands out due to its unique chemical composition. Finally, HSI supports broad automation in industrial image processing, enabling smarter, faster, and more reliable quality assurance.<\/p>\n<\/div><\/div>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading7669_9c97d2-74, .wp-block-kadence-advancedheading.kt-adv-heading7669_9c97d2-74[data-kb-block=\"kb-adv-heading7669_9c97d2-74\"]{font-size:30px;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading7669_9c97d2-74 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading7669_9c97d2-74[data-kb-block=\"kb-adv-heading7669_9c97d2-74\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading7669_9c97d2-74 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading7669_9c97d2-74[data-kb-block=\"kb-adv-heading7669_9c97d2-74\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 1024px){.wp-block-kadence-advancedheading.kt-adv-heading7669_9c97d2-74, .wp-block-kadence-advancedheading.kt-adv-heading7669_9c97d2-74[data-kb-block=\"kb-adv-heading7669_9c97d2-74\"]{font-size:30px;}}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading7669_9c97d2-74, .wp-block-kadence-advancedheading.kt-adv-heading7669_9c97d2-74[data-kb-block=\"kb-adv-heading7669_9c97d2-74\"]{font-size:24px;}}<\/style>\n<h2 class=\"kt-adv-heading7669_9c97d2-74 H_overline wp-block-kadence-advancedheading has-theme-palette-7-color has-text-color\" data-kb-block=\"kb-adv-heading7669_9c97d2-74\">Economic Value: Quality Pays Off<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Beyond its technical capabilities, hyperspectral imaging delivers significant economic benefits. Foremost is the reduction of waste and defective production. By detecting even the slightest deviations early, defective parts are sorted out or processes corrected immediately\u2014before an entire batch becomes unusable. Every avoided defective production saves material costs, energy, and disposal expenses.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Especially in the recycling sector, hyperspectral classification is key to ecological efficiency. Only through precise, spectrally based differentiation can complex material streams\u2014such as mixed textiles, waste plastics, or types of reclaimed wood\u2014be separated cleanly and thus directed to material recycling. Where conventional methods separate merely by appearance, HSI enables material-based decisions. The result: fewer sorting errors, higher quality recycles, and lower CO\u2082 footprints. Companies deploying this technology increase recovery rates and strengthen their ESG positioning\u2014since the ability to transform waste into new raw materials becomes a measurable sustainability promise to customers, regulators, and investors.<\/p>\n\n\n<style>.kb-image7669_bab895-c2 .kb-image-has-overlay:after{opacity:0.3;}.kb-image7669_bab895-c2 img.kb-img, .kb-image7669_bab895-c2 .kb-img img{box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}<\/style>\n<figure class=\"wp-block-kadence-image kb-image7669_bab895-c2 size-full\"><a href=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2025\/07\/industriegelande-luftbild-hyperspektral-scaled-1.avif\" class=\"kb-advanced-image-link\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"666\" src=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2025\/07\/industriegelande-luftbild-hyperspektral-scaled-1.avif\" alt=\"Industriegelande luftbild hyperspektral scaled (1)\" class=\"kb-img wp-image-12962\" srcset=\"https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2025\/07\/industriegelande-luftbild-hyperspektral-scaled-1.avif 1000w, https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2025\/07\/industriegelande-luftbild-hyperspektral-scaled-1-300x200.jpg 300w, https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2025\/07\/industriegelande-luftbild-hyperspektral-scaled-1-768x511.jpg 768w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/a><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Emotional Benefits for Decision-Makers: Confidence and Innovation Leadership<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Beyond the tangible technical and economic impacts, the adoption of hyperspectral imaging also brings less tangible\u2014but equally important\u2014emotional benefits for responsible decision-makers. Foremost is the assurance and confidence of having full control over product quality at all times. The nagging feeling of uncertainty, despite all precautions, gives way to trust in one\u2019s own production. Especially in highly regulated industries, this also means peace of mind regarding compliance: knowing that strict requirements are met and inspections or audits can be faced calmly.<\/li>\n\n\n\n<li>Moreover, deploying cutting-edge HSI technology enhances the perception of being an innovation leader. Decision-makers who invest in such forward-looking solutions demonstrate foresight and technological competence. Internally, this pioneering role fosters pride among employees and management. At the same time, this technological edge creates a competitive advantage. Early adopters of hyperspectral systems redefine quality standards in their industry, compelling competitors to catch up. Social responsibility also plays a role: those who use hyperspectral analytics show accountability toward consumers, employees, and the environment.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Hyperspectral imaging has evolved from a once exotic lab technique into a practical game changer for industrial image processing. In sectors ranging from recycling and manufacturing to art and forensics, HSI sets new benchmarks by solving problems traditional systems left unresolved. This enables companies not only to fundamentally improve quality assurance and reduce costs but also to strengthen their market position. Decision-makers investing in HSI today address urgent pain points of their industry and turn them into competitive advantages. The message of this strategic paper is clear: Those who make the invisible visible create value that goes far beyond what the eye can see.<\/p>\n<\/div><\/div>\n\n<\/div><\/div><\/div><\/div>\n\n\n<style>.kadence-column7669_e1fcaa-63 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column7669_e1fcaa-63 > .kt-inside-inner-col{flex-direction:column;}.kadence-column7669_e1fcaa-63 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column7669_e1fcaa-63 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column7669_e1fcaa-63{position:relative;}@media all and (max-width: 1024px){.kadence-column7669_e1fcaa-63 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column7669_e1fcaa-63 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column7669_e1fcaa-63\"><div class=\"kt-inside-inner-col\"><style>.kb-row-layout-id5063_159358-f6 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id5063_159358-f6 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id5063_159358-f6 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);max-width:var( --global-content-width, 1490px );padding-left:var(--global-content-edge-padding);padding-right:var(--global-content-edge-padding);padding-top:var(--global-kb-spacing-4xl, 8rem);padding-bottom:var(--global-kb-spacing-4xl, 8rem);grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id5063_159358-f6 > .kt-row-layout-overlay{opacity:0.90;background-color:var(--global-palette9, #ffffff);}@media all and (max-width: 1024px){.kb-row-layout-id5063_159358-f6 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id5063_159358-f6 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap 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class=\"wp-block-kadence-column kadence-column5063_c2f935-b0\"><div class=\"kt-inside-inner-col\"><style>.kb-row-layout-id5063_fd495a-16 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id5063_fd495a-16 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id5063_fd495a-16 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);max-width:var( --global-content-width, 1490px );padding-left:var(--global-content-edge-padding);padding-right:var(--global-content-edge-padding);padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;grid-template-columns:minmax(0, calc(35% - ((var(--global-kb-gap-md, 2rem) * 1 )\/2)))minmax(0, calc(65% - ((var(--global-kb-gap-md, 2rem) * 1 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.kt-row-column-wrap{padding-right:0px;padding-left:0px;grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id5063_fd495a-16 alignnone kt-row-has-bg wp-block-kadence-rowlayout\" id=\"author\"><div class=\"kt-row-layout-overlay kt-row-overlay-normal\"><\/div><div class=\"kt-row-column-wrap kt-has-2-columns kt-row-layout-right-golden kt-tab-layout-row kt-mobile-layout-row kt-row-valign-top kt-inner-column-height-full kb-theme-content-width\">\n<style>.kadence-column5063_c30cc5-53 > .kt-inside-inner-col{display:flex;}.kadence-column5063_c30cc5-53 > .kt-inside-inner-col{border-right:4px solid var(--global-palette2, #2B6CB0);}.kadence-column5063_c30cc5-53 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column5063_c30cc5-53 > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;}.kadence-column5063_c30cc5-53 > .kt-inside-inner-col > .aligncenter{width:100%;}.kt-row-column-wrap > .kadence-column5063_c30cc5-53{align-self:flex-start;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column5063_c30cc5-53{align-self:auto;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column5063_c30cc5-53 > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;}.kadence-column5063_c30cc5-53 > .kt-inside-inner-col{background-image:url('https:\/\/cubert-hyperspectral.com\/wp-content\/uploads\/2026\/10\/be-fotomedia-man-portrait-white-shirt-be-hyperspectral.avif');background-size:cover;background-position:50% 23%;background-attachment:scroll;background-repeat:no-repeat;}.kadence-column5063_c30cc5-53 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column5063_c30cc5-53{position:relative;}@media all and (max-width: 1024px){.kadence-column5063_c30cc5-53 > .kt-inside-inner-col{min-height:550px;border-right:0px solid var(--global-palette2, #2B6CB0);border-bottom:5px solid var(--global-palette2, #2B6CB0);flex-direction:column;justify-content:flex-start;}}@media all and (max-width: 1024px){.kt-row-column-wrap > .kadence-column5063_c30cc5-53{align-self:flex-start;}}@media all and (max-width: 1024px){.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column5063_c30cc5-53{align-self:auto;}}@media all and (max-width: 1024px){.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column5063_c30cc5-53 > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;}}@media all and (max-width: 767px){.kadence-column5063_c30cc5-53 > .kt-inside-inner-col{min-height:220px;border-right:0px solid var(--global-palette2, #2B6CB0);border-bottom:5px solid var(--global-palette2, #2B6CB0);flex-direction:column;justify-content:flex-start;}.kt-row-column-wrap > .kadence-column5063_c30cc5-53{align-self:flex-start;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column5063_c30cc5-53{align-self:auto;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column5063_c30cc5-53 > .kt-inside-inner-col{flex-direction:column;justify-content:flex-start;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column5063_c30cc5-53\"><div class=\"kt-inside-inner-col\"><\/div><\/div>\n\n\n<style>.kadence-column5063_e16406-0a > .kt-inside-inner-col{display:flex;}.kadence-column5063_e16406-0a > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-md, 2rem);padding-right:var(--global-kb-spacing-lg, 3rem);padding-bottom:var(--global-kb-spacing-lg, 3rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);}.kadence-column5063_e16406-0a > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column5063_e16406-0a > .kt-inside-inner-col{flex-direction:column;justify-content:center;}.kadence-column5063_e16406-0a > .kt-inside-inner-col > .aligncenter{width:100%;}.kt-row-column-wrap > .kadence-column5063_e16406-0a{align-self:center;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column5063_e16406-0a{align-self:auto;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column5063_e16406-0a > .kt-inside-inner-col{flex-direction:column;justify-content:center;}.kadence-column5063_e16406-0a > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column5063_e16406-0a{position:relative;}@media all and (max-width: 1024px){.kt-row-column-wrap > .kadence-column5063_e16406-0a{align-self:center;}}@media all and (max-width: 1024px){.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column5063_e16406-0a{align-self:auto;}}@media all and (max-width: 1024px){.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column5063_e16406-0a > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 1024px){.kadence-column5063_e16406-0a > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kt-row-column-wrap > .kadence-column5063_e16406-0a{align-self:center;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column5063_e16406-0a{align-self:auto;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column5063_e16406-0a > .kt-inside-inner-col{flex-direction:column;justify-content:center;}.kadence-column5063_e16406-0a > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column5063_e16406-0a\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading5063_8f9f6d-54, .wp-block-kadence-advancedheading.kt-adv-heading5063_8f9f6d-54[data-kb-block=\"kb-adv-heading5063_8f9f6d-54\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading5063_8f9f6d-54 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading5063_8f9f6d-54[data-kb-block=\"kb-adv-heading5063_8f9f6d-54\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading5063_8f9f6d-54 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading5063_8f9f6d-54[data-kb-block=\"kb-adv-heading5063_8f9f6d-54\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 1024px){.wp-block-kadence-advancedheading.kt-adv-heading5063_8f9f6d-54, .wp-block-kadence-advancedheading.kt-adv-heading5063_8f9f6d-54[data-kb-block=\"kb-adv-heading5063_8f9f6d-54\"]{font-size:30px;}}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading5063_8f9f6d-54, .wp-block-kadence-advancedheading.kt-adv-heading5063_8f9f6d-54[data-kb-block=\"kb-adv-heading5063_8f9f6d-54\"]{font-size:24px;}}<\/style>\n<p class=\"kt-adv-heading5063_8f9f6d-54 wp-block-kadence-advancedheading has-theme-palette-7-color has-text-color\" data-kb-block=\"kb-adv-heading5063_8f9f6d-54\"><strong>About the Author<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Dr. Matthias Locherer is Director Global Market Development at Cubert GmbH.&nbsp; With a PhD in Earth Observation from Ludwig Maximilian University of Munich, he brings extensive expertise in remote sensing, spectral imaging, and data analysis. Matthias has contributed to numerous research projects and publications, particularly in the hyperspectral monitoring of biophysical and biochemical parameters using hyperspectral satellite missions. His deep knowledge of optical measurement techniques and physical modeling makes him a key driver in advancing innovative hyperspectral technologies at Cubert.<\/p>\n\n\n<style>.wp-block-kadence-advancedbtn.kb-btns5063_1cce14-b7{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns5063_1cce14-b7 .kt-button{font-weight:normal;font-style:normal;}.kt-btns5063_1cce14-b7 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns5063_1cce14-b7 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns5063_1cce14-b7 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns5063_1cce14-b7 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns5063_1cce14-b7 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns5063_1cce14-b7 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns5063_1cce14-b7 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns5063_1cce14-b7\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn5063_dff2c2-cd.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn5063_dff2c2-cd.kb-button{color:var(--global-palette10, #3182CE);background:var(--global-palette1, #3182CE);padding:var(--kb-btn-padding);margin:var(--kb-btn-margin);padding-top:5px;padding-right:5px;padding-bottom:5px;padding-left:5px;box-shadow:none;}.kb-btn5063_dff2c2-cd.kb-button .kb-svg-icon-wrap{font-size:30px;--kb-button-icon-size:30px;}.wp-block-kadence-advancedbtn .kb-btn5063_dff2c2-cd.kb-button:hover, .wp-block-kadence-advancedbtn .kb-btn5063_dff2c2-cd.kb-button:focus{color:var(--global-palette10, #3182CE);background:var(--global-palette13, #3182CE);box-shadow:var(--kb-btn-shadow-hover, none);}.kb-btn5063_dff2c2-cd.kb-button .kt-btn-inner-text{display:none;}<\/style><a class=\"kb-button kt-button button kb-btn5063_dff2c2-cd kt-btn-size-standard kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-false kt-btn-has-svg-true wp-block-kadence-singlebtn\" href=\"https:\/\/www.linkedin.com\/in\/matthias-locherer-b6a103136\/\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fa_linkedin-in kt-btn-icon-side-right\"><svg viewBox=\"0 0 448 512\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><path d=\"M100.3 480H7.4V180.9h92.9V480zM53.8 140.1C24.1 140.1 0 115.5 0 85.8 0 56.1 24.1 32 53.8 32c29.7 0 53.8 24.1 53.8 53.8 0 29.7-24.1 54.3-53.8 54.3zM448 480h-92.7V334.4c0-34.7-.7-79.2-48.3-79.2-48.3 0-55.7 37.7-55.7 76.7V480h-92.8V180.9h89.1v40.8h1.3c12.4-23.5 42.7-48.3 87.9-48.3 94 0 111.3 61.9 111.3 142.3V480z\"\/><\/svg><\/span><\/a><\/div>\n<\/div><\/div>\n\n<\/div><\/div><\/div><\/div>\n\n<\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Hyperspectral imaging takes machine vision, intelligent object recognition, and precise quality control to a new level \u2014 enabling better decisions, reliable results, and sustainable processes across all industrial sectors.<\/p>\n","protected":false},"author":1,"featured_media":13531,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"bBlocksCursorData":"","_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","slim_seo":{"title":"Why Machine Vision? Benefits & Applications","description":"Why Machine Vision? Learn how automated vision boosts efficiency, ensures quality, and improves processes. 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