Quality Magazine logo
search
cart
facebook twitter linkedin youtube
  • Sign In
  • Create Account
  • Sign Out
  • My Account
Quality Magazine logo
  • NEWS
  • PRODUCTS
    • FEATURED PRODUCTS
    • SUBMIT YOUR PRODUCT
  • CHANNELS
    • AUTOMATION
    • MANAGEMENT
    • MEASUREMENT
    • NDT
    • QUALITY 101
    • SOFTWARE
    • TEST & INSPECTION
    • VISION & SENSORS
  • MARKETS
    • AEROSPACE
    • AUTOMOTIVE
    • ENERGY
    • GREEN MANUFACTURING
    • MEDICAL
  • MEDIA
    • A WORD ON QUALITY PUZZLE
    • EBOOK
    • PODCASTS
    • VIDEOS
    • WEBINARS
  • EVENTS
    • EVENT CALENDAR
    • IMTS
  • DIRECTORIES
    • BUYERS GUIDE >
      • Supplier Insights
    • NDT SOURCEBOOK
    • VISION & SENSORS
    • TAKE A TOUR
  • INFOCENTERS
    • Digital Quality Management Systems
    • NEXT GENERATION SPC & QUALITY ANALYTICS
  • AWARDS
    • ROOKIE OF THE YEAR
    • PLANT OF THE YEAR
    • PROFESSIONAL OF THE YEAR
  • MORE
    • Expert Columns
    • NEWSLETTERS
    • QUALITY STORE
    • INDUSTRY LINKS
    • SPONSOR INSIGHTS
  • EMAG
    • eMAGAZINE
    • ARCHIVES
    • CONTACT
    • ADVERTISE
  • SIGN UP!
Vision & Sensors

Vision & Sensors - Vision Technology

Code Quality

In-line vision-based technology reduces downtime.

By Jim Anderson
July 9, 2013
code quality scanner vision
Source: SICK
Do you verify your linear bar codes? Let’s face it, most people don’t. Usually the best that happens is that the bar codes we print get a quick scan with a bar code scanner and if it beeps it ships. Thanks to the wonders of modern bar code reader technology, even poorly printed bar codes can be scanned and read without too much difficulty. But what happens if your customer doesn’t have the latest in scanners?
 
In today’s world of bar code tracking and highly automated processes, it is becoming increasingly critical to add a verification step into the manufacturing system to help achieve the benefits of data capture and ensure readability throughout the supply chain. Automated data capture is critical to a company’s success, and the results of scanning failure can have a serious impact. As bar codes have turned into a universal tool for tracking goods throughout the world, properly printed bar codes became a necessary requirement for every business. Bar code verification products and systems have been implemented by manufacturers across a wide range of industries to make sure that codes meet the standards.
 
Many manufacturers perform quality verification to meet standard requirements for their products using machine vision, but monitoring bar code quality with vision-based scanners can provide additional benefits as well. It can be used to monitor how well the label printer or direct part marking equipment is performing, and reduce the risk of manufacturing errors or downtime caused by unreadable codes.
 
Bar code verification is the most certain way to ensure that you are printing good codes. The bar code, which began circa 1975, is virtually everywhere. You cannot find a product that does not have a bar code associated with it somewhere in its life. It is the least expensive and most reliable method of entering data.
 
Despite what some printer manufacturers may say, there is no perfect print process. Thermal printers may have ribbon wrinkles, burned out print head elements, improper heat and speed settings or a miss-marriage of the ribbon and face stock. Impact printers may have miss-aligned hammers or an overused ribbon. Laser printers may have fuser problems, low toner or a face stock that is improperly top coated. Lastly, ink jet systems contend with clogged jets, low contrast and differing substrates. With that being said, printers today do produce high-quality print and any printer type, if properly maintained, will print good bar codes, most of the time. However, this may even make the problem worse. Knowing that the printer is likely to print a good code means that inspection becomes less appealing. Companies cannot afford to have someone do constant visual inspection, and if they could, the inspector would rapidly lose interest. This means that bar codes go unchecked. Enter the need for verification.
 
A verifier is not the same as a scanner. A scanner is typically a mass-produced item that provides machine recognition of the data encoded in a bar code symbol. Using a scanner to read a bar code only assures that the scanned bar code has some region on it that is readable, by that scanner. A verifier, on the other hand, is a precision instrument that is made to predict how well the bar code will be read by the typical scanner, any scanner. It should decode, measure and check formatting of even the most inferior symbol and indicate area(s) that are deficient so that corrective action may take place.
 

Code Verification: Does it make the Grade?

Traditionally, verification is performed as an off-line process in which eight specific parameters are measured and compared to specifications in ISO 15416 (formally ANSI X3.182-1990).
 
For linear symbologies (e.g., GS1-128, Code 39) and stacked bar codes (e.g., PDF 417), ten scans are taken of each symbol and an analog signal, a scan reflectance profile, is recorded for each scan. This profile is evaluated for edge determination, minimum reflectance, minimum edge contrast, symbol contrast, modulation, defects and decodability are measured and, finally, the symbol is decoded. The lowest grade of these parameters is taken to be the final symbol quality grade, ranging from A to F (or their numeric equivalent 4 to 0).
 
Composite symbols (e.g., GS1 Composite) and 2-D matrix symbols (e.g., Data Matrix) have somewhat different verification criteria but yield the same type of quality grading.
 
Bar code verification systems can be a simple, spot check mobile device or integrated into the printing process itself. Making sure you have a solution that will verify to the quality and standards you need to meet is essential to getting the most out of your system. A proper verification system helps ensure that your bar codes will scan at every level of the supply chain for increased efficiency and smooth customer/supplier relations.
 
Now with the increased use of vision-based bar code readers, there are some in-line solutions that can perform these same ISO test standards to all codes during production. The fact that during production there are more elements that can change, compared to the very controlled off-line lab testing of a traditional verifier, this process is called “qualification.”  
 

Code Qualification: Collecting Quality Trending Data 

With qualification, every symbol is read and analyzed automatically at full line speed by a reader located on packaging, an assembly line, a conveyor, or other location where the symbol is being read for data collection or process-related action. A camera-based system that can effectively measure the bar code parameters that affect print quality, coupled with software that collects and analyzes the data, can perform both the initial task of reading the symbol for its intended use and the collection of quality data for trend analysis.
 
A key benefit of qualification is trending. The right software can track even minor changes in a bar code’s characteristics. Dirty or burned out print head elements, clogged ink jet nozzles, dirt, wrinkles or other defects might not cause a symbol to be unreadable, but certainly will reduce the symbol’s grade and indicate that attention is needed. Some of these problems would be identified during routine verification but others might be the result of a condition down-line from where the symbols are printed and applied after verification has taken place.
 
For example, a symbol with a “C” grade applied to a part at the beginning of an assembly process might be subjected to abrasion, dirt, grease or other obscuring material during the process. As a result, it may become barely readable by the end of the process. Rather than optimize a reader to cope with these degraded symbols, changing the process or improving the initial quality and durability of the label would result in symbols that customers can easily read. However, without ongoing monitoring of symbol quality throughout the facility, this problem might not be recognized until there’s a customer complaint, chargeback or cancelled order.
 
In addition to identifying immediate problems, collecting quality data over time can reveal operational issues such as lower quality during one particular shift, or from one particular print station. Having this data can improve your overall troubleshooting and maintenance programs, save time over increased manual verification, and prevent hundreds or even thousands of unreadable symbols from being produced between scheduled full verification checks.
 
While full ANSI/ISO verification of bar codes is necessary for any operations where symbols are printed or applied, collection of quality data over time—particularly of symbols over which you have no control—is a valuable tool for ensuring smooth operation of systems that rely on readable bar codes. Some of these problems would be identified during routine verification but others might be the result of a condition down-line from where the symbols are printed and applied after verification has taken place. 
 
Qualification provides many advantages. During qualification, users can capture both the initial task of reading the symbol for its intended use and the collection of quality data for trend analysis, reducing downtime and creating a more streamlined process. The ability to monitor trends over time provides many advantages, including revealing potential operational issues and improving troubleshooting. 
 
TECH TIPS
  • Many manufacturers perform quality verification to meet standard requirements for their products using machine vision. 
  • But monitoring bar code quality with vision-based scanners can provide additional benefits as well. 
  • It can be used to monitor how well the direct part marking equipment is performing, and reduce the risk of manufacturing errors or downtime.
 
KEYWORDS: vision technology

Share This Story

Looking for a reprint of this article?
From high-res PDFs to custom plaques, order your copy today!

Jim Anderson is the digital business consultant for machine vision at SICK Inc. For more information, email [email protected] or visit www.sickusa.com.

Recommended Content

JOIN TODAY
to unlock your recommendations.

Already have an account? Sign In

  • 2024 Quality Rookie of the Year Justin Wise 1440x750px banner with "Quality Rookie of the Year" logo inset

    Meet the 2024 Quality Rookie of the Year: Justin Wise

    Justin Wise is an exceptional individual who has been...
    Aerospace
    By: Michelle Bangert
  • Man with umbrella and coat stands outside while it rains at night looking at a building.

    Nondestructive Testing: Is there an ethics problem?

    I was a whistleblower who exposed fraudulent activities...
    NDT
    By: Dale Norwood
  • Unraveling Deflategate: Football stadium with closeup of football on field

    Unraveling the Tom Brady Deflategate

    The Deflategate scandal erupted following the 2014 AFC...
    Measurement
    By: Greg Cenker and Henry Zumbrun
Manage My Account
  • eMagazine Subscriptions
  • Newsletters
  • Online Registration
  • Subscription Customer Service
  • Manage My Preferences

More Videos

Sponsored Content

Sponsored Content is a special paid section where industry companies provide high quality, objective, non-commercial content around topics of interest to the Quality audience. All Sponsored Content is supplied by the advertising company and any opinions expressed in this article are those of the author and not necessarily reflect the views of Quality or its parent company, BNP Media. Interested in participating in our Sponsored Content section? Contact your local rep!

close
  • This image shows a person seated next to a Bobcat T66 compact track loader.
    Sponsored byPolyWorks by InnovMetric

    Supercharging Digital Gauging at Bobcat North America

  • Dorsey Calibration Lab photo by Tom LaBarbera Picture this Studios
    Sponsored byDorsey Metrology International

    Ensuring Product Quality in a Competitive Manufacturing Landscape

  • This image displays a Eddyfi Technologies Cypher portable inspection instrument alongside a scanner for non-destructive testing (NDT).
    Sponsored byEddyfi Technologies

    A Safer, Smarter Approach to Weld Inspection: Why Advanced Ultrasonic Testing Is Redefining Industry Standards

Popular Stories

MicroRidge MobileCollect wireless measurement system

Before AI Can Help, the Data Has to Be Ready

a titanium diaphragm speaker driver

The One Thing Elon Gets Right Is Designed to Scare You

This image shows a person seated next to a Bobcat T66 compact track loader.

Supercharging Digital Gauging at Bobcat North America

2026 Quality Professional of the Year!

Events

June 4, 2026

Scaling Manufacturing Quality with Automation for Greater ROI

If you need to do more with the same resources or build a new tech foundation, this session shows where to start and how to create a more efficient, scalable, cost-conscious quality process.

June 9, 2026

Future-Proof your Quality Processes with Advanced 3D Optical CMM Technology

Discover how to effortlessly capture complex data, leverage true multi-sensor automation, and ensure continuous operation without creating inspection delays.

View All Submit An Event

Products

Lean Manufacturing and Service Fundamentals, Applications, and Case Studies

Lean Manufacturing and Service Fundamentals, Applications, and Case Studies

See More Products
Quality Podcast Channel Custom Content

Related Articles

  • Speaking of Quality: Code of Ethics

    See More
  • Verifiers Ensure Compliance with New AIAG Code

    See More
  • Cognex Verifiers Ensure Compliance with AIAG Quality Guideline

    See More

Related Products

See More Products
  • Quality Improvement Through Planned Experimentation 3/E

  • Juran Institute's Six Sigma Breakthrough and Beyond Quality Performance Breakthrough Methods

  • The Handbook for Quality Management, Second Edition

See More Products

Events

View AllSubmit An Event
  • April 23, 2026

    Quality Leaders Forum: Turning Quality Data Into Meaningful Conversations

    On Demand The Quality Leaders Forum is a quarterly, editor-moderated fireside chat series hosted by Quality Magazine, featuring candid conversations with senior manufacturing and operations executives shaping enterprise-level quality.
  • February 17, 2026

    Quality Leaders Forum: How Automotive Leaders Are Redefining Quality

    On Demand The Quality Leaders Forum is a quarterly, editor-moderated fireside chat series hosted by Quality Magazine, featuring candid conversations with senior manufacturing and operations executives shaping enterprise-level quality.
View AllSubmit An Event

Related Directories

  • AlisQI

    AlisQI is the no-code Quality Management Software built on solvers—highly focused tools that fix specific quality challenges. With our rapid, low-IT implementation approach, manufacturers see impact in weeks, not months. Start small or scale big: our flexible, cloud-based QMS grows with you, boosting quality, efficiency, and profitability
×

Stay in the know with Quality’s comprehensive coverage of
the manufacturing and metrology industries.

Newsletters | Website | eMagazine

JOIN TODAY!
  • RESOURCES
    • Advertise
    • Contact Us
    • Directories
    • Manufacturing Division
    • Store
    • Want More
  • SIGN UP TODAY
    • Create Account
    • eMagazine
    • Newsletters
    • Customer Service
    • Manage Preferences
  • SERVICES
    • Marketing Services
    • Market Research
    • Reprints
    • List Rental
    • Survey/Respondent Access
  • STAY CONNECTED
    • LinkedIn
    • Facebook
    • YouTube
    • X (Twitter)
  • PRIVACY
    • PRIVACY POLICY
    • TERMS & CONDITIONS
    • DO NOT SELL MY PERSONAL INFORMATION
    • PRIVACY REQUEST
    • ACCESSIBILITY

Copyright ©2026. All Rights Reserved BNP Media, Inc. and BNP Media II, LLC.

Design, CMS, Hosting & Web Development :: ePublishing