A reliable and efficient machine learning pipeline for american sign language gesture recognition using EMG sensors
Shashank Singh, Amrita Chaturvedi
Topics & Concepts
Computer scienceGestureGesture recognitionAmerican Sign LanguageFeature (linguistics)Artificial intelligenceFeature selectionSign languagePipeline (software)Pattern recognition (psychology)Benchmark (surveying)Hidden Markov modelSpeech recognitionFeature extractionMachine learningPhilosophyGeodesyProgramming languageGeographyLinguisticsHand Gesture Recognition SystemsMuscle activation and electromyography studiesGaze Tracking and Assistive Technology