Leveraging Digital Image Data for Real-Time Inspection & Quality Prediction
- Type: Conference Presentation
- Conference Type: AIChE Spring Meeting and Global Congress on Process Safety
- Presentation Date: April 22, 2021
- Duration: 25 minutes
- Skill Level: Intermediate
- PDHs: 0.50
As the price of machine vision hardware becomes more affordable, many manufacturers are seeking to leverage digital image data to achieve a variety of analytics and automation goals.
This presentation will discuss trends, advancements and considerations for effectively implementing color, thermal, 3D and polarized imaging to intelligently capture a variety of visual and non-visual product and process characteristics. Algorithms for calculating advanced image features and combining these features to predict key metrics will also be discussed.
Examples across a variety of industries will be provided to illustrate real-time monitoring and soft-sensor quality prediction accomplished through machine vision.
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Pricing
Individuals
| AIChE Member Credits | 0.5 |
| AIChE Members | $19.00 |
| AIChE Graduate Student Members | Free |
| AIChE Undergraduate Student Members | Free |
| Non-Members | $29.00 |
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