Micro-expression Detection Software

Humans are good at recognizing full facial expressions which present a rich source of affective information. However, psychological studies have shown that affect also manifests itself as micro-expressions. These are very rapid 1/3 to 1/25 second involuntary facial expressions which give a brief glimpse to feelings that people undergo but try not to express. Researchers at Oxford University and Oulu University are developing software that can recognize these ‘micro-expressions’. The initial experiments do indicate that the approach can distinguish deceptive from truthful micro-expressions, but further experiments need to be conducted to confirm it. The full paper is available here.

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CMES - AI-Powered 3D Robot Vision

CMES - AI-Powered 3D Robot Vision

Powered by AI, CMES Robotics enables 3D vision for factory robots. CMES AI vision software enables robots to recognize unstructured, flexible, or deformed objects, pick them up, and loading and unloading. CMES Vision software has been deployed worldwide for random palletization and depalletization along with void filling applications. CMES Robotics automates your warehouse, logistics, and supply chain. For more information, please visit: cmesrobotics.com or email info@cmesrobotics.com.