[{"data":1,"prerenderedAt":74},["ShallowReactive",2],{"i-material-symbols:language":3,"i-material-symbols:person":8,"i-mdi:instagram":10,"i-mdi:youtube":12,"i-ri:linkedin-fill":14,"i-ri:twitter-x-line":16,"i-ri:facebook-fill":18,"post-image-processing":20,"i-material-symbols:person-outline":68,"i-material-symbols:calendar-month":70,"i-mdi:schedule":72},{"left":4,"top":4,"width":5,"height":5,"rotate":4,"vFlip":6,"hFlip":6,"body":7},0,24,false,"\u003Cpath fill=\"currentColor\" d=\"M8.125 21.213q-1.825-.788-3.187-2.15t-2.15-3.188T2 11.988t.788-3.875t2.15-3.175t3.187-2.15T12.013 2t3.875.788t3.175 2.15t2.15 3.175t.787 3.875t-.787 3.887t-2.15 3.188t-3.175 2.15t-3.875.787t-3.888-.787M12 19.95q.65-.9 1.125-1.875T13.9 16h-3.8q.3 1.1.775 2.075T12 19.95m-2.6-.4q-.45-.825-.787-1.713T8.05 16H5.1q.725 1.25 1.813 2.175T9.4 19.55m5.2 0q1.4-.45 2.488-1.375T18.9 16h-2.95q-.225.95-.562 1.838T14.6 19.55M4.25 14h3.4q-.075-.5-.112-.987T7.5 12t.038-1.012T7.65 10h-3.4q-.125.5-.187.988T4 12t.063 1.013t.187.987m5.4 0h4.7q.075-.5.113-.987T14.5 12t-.038-1.012T14.35 10h-4.7q-.075.5-.112.988T9.5 12t.038 1.013t.112.987m6.7 0h3.4q.125-.5.188-.987T20 12t-.062-1.012T19.75 10h-3.4q.075.5.113.988T16.5 12t-.038 1.013t-.112.987m-.4-6h2.95q-.725-1.25-1.812-2.175T14.6 4.45q.45.825.788 1.713T15.95 8M10.1 8h3.8q-.3-1.1-.775-2.075T12 4.05q-.65.9-1.125 1.875T10.1 8m-5 0h2.95q.225-.95.563-1.838T9.4 4.45Q8 4.9 6.912 5.825T5.1 8\"\u002F>",{"left":4,"top":4,"width":5,"height":5,"rotate":4,"vFlip":6,"hFlip":6,"body":9},"\u003Cpath fill=\"currentColor\" d=\"M9.175 10.825Q8 9.65 8 8t1.175-2.825T12 4t2.825 1.175T16 8t-1.175 2.825T12 12t-2.825-1.175M4 20v-2.8q0-.85.438-1.562T5.6 14.55q1.55-.775 3.15-1.162T12 13t3.25.388t3.15 1.162q.725.375 1.163 1.088T20 17.2V20z\"\u002F>",{"left":4,"top":4,"width":5,"height":5,"rotate":4,"vFlip":6,"hFlip":6,"body":11},"\u003Cpath fill=\"currentColor\" d=\"M7.8 2h8.4C19.4 2 22 4.6 22 7.8v8.4a5.8 5.8 0 0 1-5.8 5.8H7.8C4.6 22 2 19.4 2 16.2V7.8A5.8 5.8 0 0 1 7.8 2m-.2 2A3.6 3.6 0 0 0 4 7.6v8.8C4 18.39 5.61 20 7.6 20h8.8a3.6 3.6 0 0 0 3.6-3.6V7.6C20 5.61 18.39 4 16.4 4zm9.65 1.5a1.25 1.25 0 0 1 1.25 1.25A1.25 1.25 0 0 1 17.25 8A1.25 1.25 0 0 1 16 6.75a1.25 1.25 0 0 1 1.25-1.25M12 7a5 5 0 0 1 5 5a5 5 0 0 1-5 5a5 5 0 0 1-5-5a5 5 0 0 1 5-5m0 2a3 3 0 0 0-3 3a3 3 0 0 0 3 3a3 3 0 0 0 3-3a3 3 0 0 0-3-3\"\u002F>",{"left":4,"top":4,"width":5,"height":5,"rotate":4,"vFlip":6,"hFlip":6,"body":13},"\u003Cpath fill=\"currentColor\" d=\"m10 15l5.19-3L10 9zm11.56-7.83c.13.47.22 1.1.28 1.9c.07.8.1 1.49.1 2.09L22 12c0 2.19-.16 3.8-.44 4.83c-.25.9-.83 1.48-1.73 1.73c-.47.13-1.33.22-2.65.28c-1.3.07-2.49.1-3.59.1L12 19c-4.19 0-6.8-.16-7.83-.44c-.9-.25-1.48-.83-1.73-1.73c-.13-.47-.22-1.1-.28-1.9c-.07-.8-.1-1.49-.1-2.09L2 12c0-2.19.16-3.8.44-4.83c.25-.9.83-1.48 1.73-1.73c.47-.13 1.33-.22 2.65-.28c1.3-.07 2.49-.1 3.59-.1L12 5c4.19 0 6.8.16 7.83.44c.9.25 1.48.83 1.73 1.73\"\u002F>",{"left":4,"top":4,"width":5,"height":5,"rotate":4,"vFlip":6,"hFlip":6,"body":15},"\u003Cpath fill=\"currentColor\" d=\"M6.94 5a2 2 0 1 1-4-.002a2 2 0 0 1 4 .002M7 8.48H3V21h4zm6.32 0H9.34V21h3.94v-6.57c0-3.66 4.77-4 4.77 0V21H22v-7.93c0-6.17-7.06-5.94-8.72-2.91z\"\u002F>",{"left":4,"top":4,"width":5,"height":5,"rotate":4,"vFlip":6,"hFlip":6,"body":17},"\u003Cpath fill=\"currentColor\" d=\"M10.488 14.651L15.25 21h7l-7.858-10.478L20.93 3h-2.65l-5.117 5.886L8.75 3h-7l7.51 10.015L2.32 21h2.65zM16.25 19L5.75 5h2l10.5 14z\"\u002F>",{"left":4,"top":4,"width":5,"height":5,"rotate":4,"vFlip":6,"hFlip":6,"body":19},"\u003Cpath fill=\"currentColor\" d=\"M14 13.5h2.5l1-4H14v-2c0-1.03 0-2 2-2h1.5V2.14c-.326-.043-1.557-.14-2.857-.14C11.928 2 10 3.657 10 6.7v2.8H7v4h3V22h4z\"\u002F>",{"postType":21,"id":22,"author":23,"date":26,"modified":27,"title":28,"slug":29,"seoTitle":28,"seoDescription":30,"excerpt":31,"trimmedExcerpt":32,"content":33,"readingTime":34,"featuredImage":35,"postCategory":41,"relatedPosts":46},"post",35856,{"id":24,"name":25},"author-0301142015","Canto","2019-10-19T14:31:09","2026-08-04T09:51:04","A complete breakdown of image processing","image-processing","Image processing is a function that helps change the way an image presents itself. It's vital to understand how it works and its applications.","Image processing is an important concept to learn about, especially for anyone looking to keep an eye on technological changes. Digital image processing has inserted itself into a lot of different fields. Use this guide to get a firm grasp on the topic. What is image processing? Image processing is the handling and development of […]","Image processing is an important concept to learn about, especially for anyone looking to keep an eye on technological changes....","\u003Cp class=\"wp-block-paragraph\">Image processing is an important concept to learn about, especially for anyone looking to keep an eye on technological changes. Digital image processing has inserted itself into a lot of different fields. Use this guide to get a firm grasp on the topic.\u003C\u002Fp>\u003Ch2 class=\"wp-block-heading\" id=\"toc-1--what-is-image-processing\">What is image processing?\u003C\u002Fh2>\u003Cp class=\"wp-block-paragraph\">Image processing is the handling and development of an image using different measurement factors, including object detection. Digital image processing applies mathematical algorithms to an image to evaluate and change its characteristics like contrast. Digital processing has been applied to both film and digital camera photos.\u003C\u002Fp>\u003Cp class=\"wp-block-paragraph\">Note that image processing is different from \u003Ca href=\"\u002Fglossary\u002Fimage-editing\u002F\">image editing\u003C\u002Fa>, which addresses the image from an artistic standpoint. Image editing does things like change colors, styles and layouts of graphics. Image processing is a more technical type of alteration, changing things such as deteriorating graphics.\u003C\u002Fp>\u003Cfigure class=\"wp-block-image aligncenter wp-image-35863\">\u003Cimg loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"532\" src=\"\u002Fcdn\u002Fen\u002F2019\u002F10\u002F19193438\u002Fimage-processing-2.jpg\" alt=\"A picture of facial recognition.\" class=\"wp-image-35863\" srcset=\"\u002Fcdn\u002Fen\u002F2019\u002F10\u002F19193438\u002Fimage-processing-2.jpg 800w, \u002Fcdn\u002Fen\u002F2019\u002F10\u002F19193438\u002Fimage-processing-2-450x299.jpg 450w, \u002Fcdn\u002Fen\u002F2019\u002F10\u002F19193438\u002Fimage-processing-2-768x511.jpg 768w\" \u002F>\u003Cfigcaption class=\"wp-element-caption\">Object recognition, which includes facial, is part of image processing.\u003C\u002Ffigcaption>\u003C\u002Ffigure>\u003Ch2 class=\"wp-block-heading\" id=\"toc-2--what-are-the-different-types-of-image\">What are the different types of image?\u003C\u002Fh2>\u003Ch3 class=\"wp-block-heading\">Monochrome\u003C\u002Fh3>\u003Cp class=\"wp-block-paragraph\">Also known as the \u003Ca href=\"https:\u002F\u002Fteachwithict.weebly.com\u002Fbinary-representation-of-images.html\" target=\"_blank\" rel=\"noopener\">binary image\u003C\u002Fa>, it is made up of 2 pixel values, 0 and 1. In monochrome, zero represents black and one represents white.\u003C\u002Fp>\u003Ch3 class=\"wp-block-heading\">8-bit color\u003C\u002Fh3>\u003Cp class=\"wp-block-paragraph\">The 8-bit image is the most commonly-used format. It is made up of 256 color shades, where zero represents black and 255 represents white. It is also known as a grayscale image.\u003C\u002Fp>\u003Cfigure class=\"wp-block-image aligncenter wp-image-35866\">\u003Cimg loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"416\" src=\"\u002Fcdn\u002Fen\u002F2019\u002F10\u002F19193438\u002Fimage-processing-3.jpg\" alt=\"A grayscale image of a world map.\" class=\"wp-image-35866\" srcset=\"\u002Fcdn\u002Fen\u002F2019\u002F10\u002F19193438\u002Fimage-processing-3.jpg 800w, \u002Fcdn\u002Fen\u002F2019\u002F10\u002F19193438\u002Fimage-processing-3-450x234.jpg 450w, \u002Fcdn\u002Fen\u002F2019\u002F10\u002F19193438\u002Fimage-processing-3-768x399.jpg 768w\" \u002F>\u003Cfigcaption class=\"wp-element-caption\">This map represents a grayscale image.\u003C\u002Ffigcaption>\u003C\u002Ffigure>\u003Ch3 class=\"wp-block-heading\">16-bit color\u003C\u002Fh3>\u003Cp class=\"wp-block-paragraph\">The 16-bit image deals with colors, differing between specific color formats. Its color distribution scale is much different than the 8-bit format.\u003C\u002Fp>\u003Ch2 class=\"wp-block-heading\" id=\"toc-3--image-processing-in-action\">Image processing in action\u003C\u002Fh2>\u003Cp class=\"wp-block-paragraph\">The following are examples of image processing applications. These aren’t the only applications, however, they do represent a large portion of the most popular and important ones.\u003C\u002Fp>\u003Ch3 class=\"wp-block-heading\">Video processing\u003C\u002Fh3>\u003Cp class=\"wp-block-paragraph\">Strange as it may seem, one of the applications of digital image processing is video processing. This is because videos are made up of a collection of singular images, pieced together quickly to create moving images. Image processing involves motion detection of these videos.\u003C\u002Fp>\u003Ch3 class=\"wp-block-heading\">Image sharpening\u003C\u002Fh3>\u003Cp class=\"wp-block-paragraph\">Image sharpening is the transformation of the sensory aspect of an image. It is the alteration of images to create a specific wanted outcome. This application involves things such as blurring and edge-detection.\u003C\u002Fp>\u003Cfigure class=\"wp-block-image aligncenter wp-image-35869\">\u003Cimg loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"711\" src=\"\u002Fcdn\u002Fen\u002F2019\u002F10\u002F19193437\u002Fimage-processing-4.jpg\" alt=\"A picture of an eye exam example.\" class=\"wp-image-35869\" srcset=\"\u002Fcdn\u002Fen\u002F2019\u002F10\u002F19193437\u002Fimage-processing-4.jpg 800w, \u002Fcdn\u002Fen\u002F2019\u002F10\u002F19193437\u002Fimage-processing-4-450x400.jpg 450w, \u002Fcdn\u002Fen\u002F2019\u002F10\u002F19193437\u002Fimage-processing-4-768x683.jpg 768w\" \u002F>\u003Cfigcaption class=\"wp-element-caption\">The eye test is an example of image processing, in which one portion is blurred.\u003C\u002Ffigcaption>\u003C\u002Ffigure>\u003Ch3 class=\"wp-block-heading\">Medical application\u003C\u002Fh3>\u003Cp class=\"wp-block-paragraph\">Within the medical field, there are plenty of different procedures and operations that involve image processing. For example, things such as x-rays and CT scans both rely on extensive image processing.\u003C\u002Fp>\u003Ch3 class=\"wp-block-heading\">Pattern recognition\u003C\u002Fh3>\u003Cp class=\"wp-block-paragraph\">Pattern recognition is machine learning that uses data to discover patterns and other regularities. Image processing is used to supplement and bolster any pattern recognition efforts.\u003C\u002Fp>\u003Ch3 class=\"wp-block-heading\">Robotic\u003C\u002Fh3>\u003Cp class=\"wp-block-paragraph\">Robotic creations function based on digital image processing. For example, a robot navigates a room by using image processing to guide itself.\u003C\u002Fp>\u003Cp class=\"wp-block-paragraph\">As you can see, image processing is prevalent in our daily lives. Even as technology changes, image processing – especially digital image processing – evolves with it. In order to understand what the future of technology will bring, begin by understanding things like image processing.\u003C\u002Fp>",3,{"url":36,"url_md":37,"alt":38,"height":39,"width":40},"https:\u002F\u002Fwww.canto.com\u002Fcdn\u002Fen\u002F2019\u002F10\u002F19193439\u002Fimage-processing.jpg","https:\u002F\u002Fwww.canto.com\u002Fcdn\u002Fen\u002F2019\u002F10\u002F19193439\u002Fimage-processing-450x253.jpg","A binary digital representation.",450,800,[42],{"id":43,"slug":43,"title":44,"path":45},"photo-management","Photo management","\u002Fpost-category\u002Fphoto-management\u002F",[47,54,61],{"featuredImage":48,"postId":49,"slug":50,"title":51,"description":52,"path":53},"https:\u002F\u002Fwww.canto.com\u002Fcdn\u002Fen\u002F2020\u002F03\u002F19192355\u002Fconvert-orf-to-jpg-25-450x270.jpg",41328,"convert-orf-to-jpg","How to convert the ORF image format into a JPG file","The ORF is a unique file type with very specific purposes. When it's time to share it with other users, you'll want to convert it to a JPG file. Here's how.","\u002Fblog\u002Fconvert-orf-to-jpg\u002F",{"featuredImage":55,"postId":56,"slug":57,"title":58,"description":59,"path":60},"https:\u002F\u002Fwww.canto.com\u002Fcdn\u002Fen\u002F2019\u002F10\u002F19193517\u002Fconvert-pdf-to-ai-450x293.jpg",35529,"convert-pdf-to-ai","PDF to AI conversion: A complete step-by-step guide","The PDF has a lot of great features that users can take advantage of. However, there are times it doesn't function well. Learn how to convert it to an AI.","\u002Fblog\u002Fconvert-pdf-to-ai\u002F",{"featuredImage":62,"postId":63,"slug":64,"title":65,"description":66,"path":67},"https:\u002F\u002Fwww.canto.com\u002Fcdn\u002Fen\u002F2019\u002F10\u002F19193407\u002Fconvert-psd-to-tiff-2-450x440.jpg",36199,"convert-psd-to-tiff","Different ways to convert a PSD to TIFF","The PSD image file is a Photoshop document designed for extensive editing. However, sometimes a conversion is needed. When you need a TIFF, here's how.","\u002Fblog\u002Fconvert-psd-to-tiff\u002F",{"left":4,"top":4,"width":5,"height":5,"rotate":4,"vFlip":6,"hFlip":6,"body":69},"\u003Cpath fill=\"currentColor\" d=\"M9.175 10.825Q8 9.65 8 8t1.175-2.825T12 4t2.825 1.175T16 8t-1.175 2.825T12 12t-2.825-1.175M4 20v-2.8q0-.85.438-1.562T5.6 14.55q1.55-.775 3.15-1.162T12 13t3.25.388t3.15 1.162q.725.375 1.163 1.088T20 17.2V20zm2-2h12v-.8q0-.275-.137-.5t-.363-.35q-1.35-.675-2.725-1.012T12 15t-2.775.338T6.5 16.35q-.225.125-.363.35T6 17.2zm7.413-8.587Q14 8.825 14 8t-.587-1.412T12 6t-1.412.588T10 8t.588 1.413T12 10t1.413-.587M12 18\"\u002F>",{"left":4,"top":4,"width":5,"height":5,"rotate":4,"vFlip":6,"hFlip":6,"body":71},"\u003Cpath fill=\"currentColor\" d=\"M12 14q-.425 0-.712-.288T11 13t.288-.712T12 12t.713.288T13 13t-.288.713T12 14m-4.712-.288Q7 13.426 7 13t.288-.712T8 12t.713.288T9 13t-.288.713T8 14t-.712-.288M16 14q-.425 0-.712-.288T15 13t.288-.712T16 12t.713.288T17 13t-.288.713T16 14m-4 4q-.425 0-.712-.288T11 17t.288-.712T12 16t.713.288T13 17t-.288.713T12 18m-4.712-.288Q7 17.426 7 17t.288-.712T8 16t.713.288T9 17t-.288.713T8 18t-.712-.288M16 18q-.425 0-.712-.288T15 17t.288-.712T16 16t.713.288T17 17t-.288.713T16 18M5 22q-.825 0-1.412-.587T3 20V6q0-.825.588-1.412T5 4h1V2h2v2h8V2h2v2h1q.825 0 1.413.588T21 6v14q0 .825-.587 1.413T19 22zm0-2h14V10H5z\"\u002F>",{"left":4,"top":4,"width":5,"height":5,"rotate":4,"vFlip":6,"hFlip":6,"body":73},"\u003Cpath fill=\"currentColor\" d=\"M12 20a8 8 0 0 0 8-8a8 8 0 0 0-8-8a8 8 0 0 0-8 8a8 8 0 0 0 8 8m0-18a10 10 0 0 1 10 10a10 10 0 0 1-10 10C6.47 22 2 17.5 2 12A10 10 0 0 1 12 2m.5 5v5.25l4.5 2.67l-.75 1.23L11 13V7z\"\u002F>",1789382225433]