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Laser Cutting System Differentiates Between Materials Without Using Camera | Research & Technology

Laser Cutting System Differentiates Between Materials Without Using Camera | Research & Technology
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Smart laser cutter system detects different materials

With the addition of computers, laser cutters have rapidly become a relatively simple and powerful tool, with software controlling shiny machinery that

Steven acevedo colonStefanie muellerVarnika sinhaUniversity college londonEngineering mathworks seed fund programPortugal initiativeDepartment of electrical engineeringSymposium on user interface softwareRaspberry pi zeroElectrical engineeringComputer scienceUser interface softwareEngineering mathworks seed fundஸ்தேபனிே முல்லர்பல்கலைக்கழகம் கல்லூரி லண்டன்துறை ஆஃப் மின் பொறியியல்

Smart laser cutter system detects different materials

Smart laser cutter system detects different materials
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Steven acevedo colonStefanie muellerMustafa doga doganVarnika sinhaUniversity college londonArtificial intelligence laboratoryEngineering mathworks seed fund programPortugal initiativeDepartment of electrical engineeringSymposium on user interface softwareRaspberry pi zeroElectrical engineeringComputer scienceUser interface softwareEngineering mathworks seed fundஸ்தேபனிே முல்லர்

Smart laser cutter system detects different materials

Smart laser cutter system detects different materials
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$1 Recognizer

About The $1 Unistroke Recognizer is a 2-D single-stroke recognizer designed for rapid prototyping of gesture-based user interfaces. In machine learning terms, $1 is an instance-based nearest-neighbor classifier with a 2-D Euclidean distance function, i.e., a geometric template matcher. $1 is a significant extension of the proportional shape matching approach used in SHARK 2, which itself is an adaptation of Tappert s elastic matching approach with zero look-ahead. Despite its simplicity, $1 requires very few templates to perform well and is only about 100 lines of code, making it easy to deploy. An optional enhancement called Protractor improves $1 s speed. The $N Multistroke Recognizer extends $1 to gestures with multiple strokes.

New yorkUnited statesSoult ukpyolsiSouth koreaNew south walesRhode islandSanta monicaComunidad autonoma de catalunaJacobo wobbrockLas vegasCanadian information processing societyOur gesture softwareJournal of researchServices mobileSymposium on user interface softwareInternational conference on multimodal interfaces