How to optimize quality control & precision

Machine vision for medical supplies & pharmaceuticals

Machine vision ensures high-quality control in medical device and pharmaceutical production by enabling reliable inspection and precise measurement. MVTec's software supports applications like packaging inspection, defect detection, and medical imaging analysis, while also providing advanced tools for life-science analysis and regulatory compliance.

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ENSURING QUALITY CONTROL, PRECISION & COMPLIANCE

Benefits of machine vision for medical and pharmaceutical industries

Medical device and pharmaceutical production is governed by strict regulations that demand exceptional quality control at high throughput. Machine vision plays a critical role by enabling reliable inspection, precise measurement, and automated analysis of even subtle deviations or abnormalities.

MVTec's machine vision software supports a wide range of applications: inspecting medical packaging and inserts, detecting defects in blister packs at high speed, verifying fill levels, and analyzing powder mixing using hyperspectral or multispectral imaging. In medical imaging workflows, machine vision can automatically interpret CT, MRI, or X-ray images to detect relevant structures or anomalies with high accuracy.

MVTec also provides advanced tools for life-science and biomedical analysis. These include subpixel-accurate measurements for angiography, automated recognition and counting of bacteria for bacteriology, and robust detection of cell nuclei in low signal-to-noise cytology images. These capabilities support consistent, reproducible, and regulatory-compliant results across medical and pharmaceutical environments.

OUR PRODUCTS CONTAINS RELEVANT METHODS

Proven technologies for medical applications

Print inspection

Fill level measurement

Position detection (2D/3D)

Bar code / 2D code reading

Object identification without code (SBI)

OCR (optical character recognition)

Completeness inspection

3D vision

More about our technologies

support vascular diagnostics by subpixel-accurate measurements enhancing the spatial resolution.
Angiography: support vascular diagnostics by subpixel-accurate measurements enhancing the spatial resolution.
automatically distinguish and count bacteria cultures.
Bacteriology: automatically distinguish and count bacteria cultures.
Angiogenesis: Testing the growth of new blood vessels.
Angiogenesis: Testing the growth of new blood vessels.
Axons: Finding cell nuclei with our software
Axons: Finding cell nuclei with our software.
automatically count cell nuclei in cytoplasm in images with a low signal-to-noise ratio.
Cytology: automatically count cell nuclei in cytoplasm in images with a low signal-to-noise ratio.
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APPLICATIONS IN PRACTICE

Our success stories in medical supplies & pharmaceuticals

MVTec HALCON product icon
Dynamic OCR inspection with HALCON ensures maximum product quality
In the pharmaceutical industry, strict compliance regulations require medical product packaging to be correctly labeled before delivery. To meet these requirements, the Chinese company Shenzhen Jiangrun Xuneng Technology has developed a powerful mach…
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HALCON
Medical Supplies & Pharmaceutical
Bar Code & 2D Code Reading
OCR
MVTec HALCON product icon
Automatisierte Transport- und Inspektionsstation für pharmazeutische Ampullen mit Machine-Vision-System von Aspen.
AI-powered machine vision automates quality inspection in the pharmaceutical industry
The pharmaceutical company Aspen is improving the quality inspection of filled ampoules with the MVTec HALCON machine vision software and the consulting and technical support services provided by MVTec. With deep learning methods, the company has sig…
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HALCON
Medical Supplies & Pharmaceutical
Blob Analysis
Deep Learning
Matching
MVTec HALCON product icon
X-ray film dosimeter badges and opened cassettes with different metal filters inspected by a machine vision system.
Vision System Inspects X-ray Dosimeter Badges – Helmholtz-Zentrum
Helmholtz-Zentrum Munich uses HALCON to fully automate the evaluation of approximately 120,000 X-ray dosimeter films per month. Optical density, film type, and dosimeter numbers are precisely captured, and radiation sources are analyzed. The system s…
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HALCON
Medical Supplies & Pharmaceutical
Calibration
Filtering
Matching
Measuring
OCR
MVTec HALCON product icon
Automated robot cell handling vaccine vials with machine vision.
Machine Vision automates vaccine production
A global company needed to quickly ramp up vaccine production. Goldfuß engineering GmbH and SIMON IBV GmbH developed a robot-based solution for loading and unloading trolleys with the vaccine vials. The machine vision software HALCON ensures the seam…
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HALCON
Robotics
Medical Supplies & Pharmaceutical
3D Vision
MVTec HALCON product icon
Pick-and-place robot cell with controlled illumination for reliable machine vision–based implant recognition.
Machine vision enables automated pick and place solution in the medical field
Irish Manufacturing Research, together with the companies Multipix Imaging Components Ltd and MVTec Software GmbH, has developed a pick and place robot application for the medical field. Using machine vision software, a robot can recognize reliably a…
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HALCON
Robotics
Medical Supplies & Pharmaceutical
Matching
MVTec HALCON product icon
Results of machine vision inspection showing detected print quality on pharmaceutical glass ampoules.
Correct detection of distortions during print inspection with HALCON’s shape-based matching
CAPTIC Informatique et Vision Industrielle developed a custom print inspection system for glass ampoules in the medical sector using MVTec HALCON. Using anisotropic shape-based matching, the system reliably detects local distortions, minimizes false…
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HALCON
Glass, Metal, Paper, Foil & Printing
Medical Supplies & Pharmaceutical
Matching
MVTec HALCON product icon
Parallel reading of data matrix codes using a machine vision system for fast and robust code decoding.
Fast and robust bulk code reading with MVTec HALCON
Strelen Control Systems GmbH uses MVTec HALCON for parallel, robust reading of data matrix codes on prescription medicines to comply with the EU Falsified Medicines Directive. The system reads large volumes quickly and reliably, reduces manual inspec…
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HALCON
Medical Supplies & Pharmaceutical
Bar Code & 2D Code Reading
Object Detection
MVTec HALCON product icon
Bin picking application using machine vision to locate and grip medical catheters in random orientations for automated packaging.
Bin-picking application with MVTec HALCON boosts productivity
Pose Automation GmbH developed a bin-picking robotic cell for handling catheters in veterinary medicine. Using MVTec HALCON, the system detects part position and orientation via a 3D camera, grips two pieces per cycle, and minimizes stock and scrap.…
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HALCON
Robotics
Machinery
Medical Supplies & Pharmaceutical
3D Calibration
3D Vision
Object Detection
MVTec HALCON product icon
Fully automated dispense and labeling system for pharmaceutical products runs with MVTec HALCON
Crave Technical built an automated dispensing and labeling system for pharmaceuticals using MVTec HALCON. HALCON performs object detection, code reading, and hand-eye calibration for robots that identify, pick, and label bottles and boxes – ensuring…
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HALCON
Robotics
Machinery
Medical Supplies & Pharmaceutical
3D Calibration
3D Vision
Object Detection
MVTec HALCON product icon
Vision system checks pharmaceutical products - Machine Vision Technology
Machine Vision Technology Ltd. developed an automated inspection system using MVTec HALCON to check tablets and capsules for broken pieces, shape errors, and color deviations. Three Basler cameras and a dark-field lighting setup ensure precise detect…
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HALCON
Medical Supplies & Pharmaceutical
Inspection
Matching
Measuring
Morphology
MVTec Software