{"id":91427,"date":"2013-04-15T12:00:00","date_gmt":"2013-04-15T12:00:00","guid":{"rendered":"https:\/\/industry-science.com\/artikel\/registering-simulated-point-cloud-of-complex-micro-structures\/"},"modified":"2013-04-15T12:00:00","modified_gmt":"2013-04-15T12:00:00","slug":"registering-simulated-point-cloud-of-complex-micro-structures","status":"publish","type":"article","link":"https:\/\/industry-science.com\/en\/articles\/registering-simulated-point-cloud-of-complex-micro-structures\/","title":{"rendered":"Registering Simulated Point Cloud of Complex Micro Structures"},"content":{"rendered":"<p><!-- GITO PUB shortened content start --><\/p>\n<div class=\"gito-pub-frontend-post-protected\"><\/div>\n<p><!-- GITO PUB shortened content end --><\/p>\n<div style=\"display:block;text-align:center !important;margin:30px 0;\">\n<div style=\"display:inline-block;border:1px solid #555;padding:10px;max-width:600px;text-align:left;\">\n<h2 class=\"gito-pub-download-section\"><center>Access limited<\/center><\/h2>\n<p>You are currently <strong>not logged in \/ not yet registered<\/strong>.<\/p>\n<p>In order to download the desired file(s), you must be logged in and have an appropriate inclusive subscription. Alternatively, you can also obtain access by paying a one-off fee.<\/p>\n<div style=\"text-align:center;\">\n<table style=\"width:90% !important;margin-left:5% !important;\">\n<thead>\n<tr>\n<th>Subscription<\/th>\n<th style=\"text-align:center !important;\">included<\/th>\n<th style=\"text-align:right;\">Purchase<\/th>\n<tr><\/thead>\n<tbody>\n<tr>\n<td>without<\/td>\n<td style=\"text-align:center !important;\">&#8722;<\/td>\n<td style=\"text-align:right;\">29,00 \u20ac<\/td>\n<tr>\n<tr>\n<td>Digital<\/td>\n<td style=\"text-align:center !important;\"><span style=\"color:var(--company-color);font-weight:bold;font-size:16px;\">&#10003;<\/span><\/td>\n<td style=\"text-align:right;\">0,00 \u20ac<\/td>\n<tr>\n<tr>\n<td>Expert<\/td>\n<td style=\"text-align:center !important;\"><span style=\"color:var(--company-color);font-weight:bold;font-size:16px;\">&#10003;<\/span><\/td>\n<td style=\"text-align:right;\">0,00 \u20ac<\/td>\n<tr>\n<tr>\n<td>Professional<\/td>\n<td style=\"text-align:center !important;\"><span style=\"color:var(--company-color);font-weight:bold;font-size:16px;\">&#10003;<\/span><\/td>\n<td style=\"text-align:right;\">0,00 \u20ac<\/td>\n<tr><\/tbody>\n<\/table>\n<p><button style=\"font-size:14px;margin:10px;\" class=\"button gito-pub-login-register-link gito-pub-reporting-abo-button\" data-targetabo=\"digital\" data-targeturl=\"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/article\/91427\/\" data-type=\"abo-button-login\">Register \/ book subscription<\/button><a href=\"https:\/\/industry-science.com\/en\/checkout\/?add-to-cart=91427&#038;quantity=1\" style=\"font-size:14px;margin:10px;\" class=\"button gito-pub-reporting-abo-button\" data-type=\"abo-button-onetime\">Download for one time 29,00 \u20ac<\/a><\/p>\n<p><small>All prices include 7% VAT<\/small><\/p>\n<p><small>After purchasing access rights, you will automatically be redirected back to this page.<\/small><\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"gito-pub-tags-social-share\" style=\"display:flex;justify-content:space-between;\"><div>Tags: <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/defect-detection\/\">Defect detection<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/machine-vision\/\">machine vision<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/micro-cold-forming\/\">micro cold forming<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/optical-quality-control\/\">optical quality control<\/a><\/span> <\/div><div><div class=\"social-icons share-icons share-row relative\" ><a href=\"whatsapp:\/\/send?text=Registering%20Simulated%20Point%20Cloud%20of%20Complex%20Micro%20Structures - https:\/\/industry-science.com\/en\/articles\/registering-simulated-point-cloud-of-complex-micro-structures\/\" data-action=\"share\/whatsapp\/share\" class=\"icon button circle is-outline tooltip whatsapp show-for-medium\" title=\"Share on WhatsApp\" aria-label=\"Share on WhatsApp\"><i class=\"icon-whatsapp\" aria-hidden=\"true\"><\/i><\/a><a href=\"https:\/\/www.facebook.com\/sharer.php?u=https:\/\/industry-science.com\/en\/articles\/registering-simulated-point-cloud-of-complex-micro-structures\/\" data-label=\"Facebook\" onclick=\"window.open(this.href,this.title,'width=500,height=500,top=300px,left=300px'); 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The complexity of image acquisition is based on the huge number of degrees of freedom. This article introduced an extension of a sensor simulation tool which enables a user to simulate the current sensor positions and field of views. The results are registered point clouds from different sensor positions merged to a final object point cloud. Now it is possible to evaluate image processing techniques based on the simulated 3D data, without explicit results from the real sensor behaviour. The benefits of the tool were demonstrated in a real micro cold forming scenario. Future work focuses on additional sensor noise models. Adding these models results in a more realistic sensor simulation framework.<\/p>\n","protected":false},"featured_media":97375,"menu_order":0,"template":"","categories":[],"tags":[73664,72347,72053,73665],"product_cat":[3300],"topic":[],"technology":[67790],"knowhow":[],"industry":[],"writer":[80589,82118,81781],"content-type":[],"potential":[],"solution":[],"glossary":[],"class_list":{"0":"post-91427","1":"article","2":"type-article","3":"status-publish","4":"has-post-thumbnail","6":"tag-defect-detection","7":"tag-machine-vision","8":"tag-micro-cold-forming","9":"tag-optical-quality-control","10":"product_cat-article","11":"technology-artificial-intelligence","12":"writer-bernd-scholz-reiter-en","13":"writer-daniel-weimer-en","14":"writer-hendrik-thamer-en","15":"product","16":"first","17":"instock","18":"downloadable","19":"virtual","20":"sold-individually","21":"taxable","22":"purchasable","23":"product-type-article"},"uagb_featured_image_src":{"full":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/weimer_Automatische-Registrierung-simulierter-3D-Sensordaten-komplexer-Mikrobauteile_IM_2013_2-1400x788.jpg",1400,788,false],"thumbnail":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/weimer_Automatische-Registrierung-simulierter-3D-Sensordaten-komplexer-Mikrobauteile_IM_2013_2-1400x788-150x150.jpg",150,150,true],"medium":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/weimer_Automatische-Registrierung-simulierter-3D-Sensordaten-komplexer-Mikrobauteile_IM_2013_2-1400x788-666x375.jpg",666,375,true],"medium_large":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/weimer_Automatische-Registrierung-simulierter-3D-Sensordaten-komplexer-Mikrobauteile_IM_2013_2-1400x788-768x432.jpg",768,432,true],"large":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/weimer_Automatische-Registrierung-simulierter-3D-Sensordaten-komplexer-Mikrobauteile_IM_2013_2-1400x788-1024x576.jpg",1020,574,true],"front-page-entry":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/weimer_Automatische-Registrierung-simulierter-3D-Sensordaten-komplexer-Mikrobauteile_IM_2013_2-1400x788-1032x320.jpg",1032,320,true],"post-entry":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/weimer_Automatische-Registrierung-simulierter-3D-Sensordaten-komplexer-Mikrobauteile_IM_2013_2-1400x788-764x376.jpg",764,376,true],"post-teaser":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/weimer_Automatische-Registrierung-simulierter-3D-Sensordaten-komplexer-Mikrobauteile_IM_2013_2-1400x788-392x320.jpg",392,320,true],"post-teaser-mobile":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/weimer_Automatische-Registrierung-simulierter-3D-Sensordaten-komplexer-Mikrobauteile_IM_2013_2-1400x788-608x496.jpg",608,496,true],"post-custom-size":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/weimer_Automatische-Registrierung-simulierter-3D-Sensordaten-komplexer-Mikrobauteile_IM_2013_2-1400x788-640x325.jpg",640,325,true],"whitepaper-teaser":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/weimer_Automatische-Registrierung-simulierter-3D-Sensordaten-komplexer-Mikrobauteile_IM_2013_2-1400x788-274x376.jpg",274,376,true],"card-big":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/weimer_Automatische-Registrierung-simulierter-3D-Sensordaten-komplexer-Mikrobauteile_IM_2013_2-1400x788-514x292.jpg",514,292,true],"card-portrait":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/weimer_Automatische-Registrierung-simulierter-3D-Sensordaten-komplexer-Mikrobauteile_IM_2013_2-1400x788-320x440.jpg",320,440,true],"card-big-company":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/weimer_Automatische-Registrierung-simulierter-3D-Sensordaten-komplexer-Mikrobauteile_IM_2013_2-1400x788-514x289.jpg",514,289,true],"gp-listing":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/weimer_Automatische-Registrierung-simulierter-3D-Sensordaten-komplexer-Mikrobauteile_IM_2013_2-1400x788-196x180.jpg",196,180,true],"1536x1536":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/weimer_Automatische-Registrierung-simulierter-3D-Sensordaten-komplexer-Mikrobauteile_IM_2013_2-1400x788.jpg",1400,788,false],"2048x2048":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/weimer_Automatische-Registrierung-simulierter-3D-Sensordaten-komplexer-Mikrobauteile_IM_2013_2-1400x788.jpg",1400,788,false],"woocommerce_thumbnail":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/weimer_Automatische-Registrierung-simulierter-3D-Sensordaten-komplexer-Mikrobauteile_IM_2013_2-1400x788-510x510.jpg",510,510,true],"woocommerce_single":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/weimer_Automatische-Registrierung-simulierter-3D-Sensordaten-komplexer-Mikrobauteile_IM_2013_2-1400x788-510x287.jpg",510,287,true],"woocommerce_gallery_thumbnail":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/weimer_Autom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Brocks","author_link":"https:\/\/industry-science.com\/en\/author\/"},"uagb_comment_info":0,"uagb_excerpt":"The major components of a machine vision system are image acquisition and image processing. 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