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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Precision Drive Systems - Trust PDS for 3-5 Day Robotic Spindle Repair

Precision Drive Systems - Trust PDS for 3-5 Day Robotic Spindle Repair

Precision components machined by CNC robot machining systems require compact, lightweight, and high-speed motorized spindles capable of delivering higher efficiency, performance, and reliability than those used in many other industries. That's why manufacturers of milling, cutting, trimming, grinding, polishing, and deburring trust Precision Drive Systems (PDS) to provide accurate and dependable spindle repair to perform to the most exacting standards.