Browsing LSP-Jurnal Ilmiah Dosen by Author "Al-Jumaily, Adel"
Now showing items 1-4 of 4
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Evaluation of extreme learning machine for classification of individual and combined finger movements using electromyography on amputees and non-amputees
Anam, Khairul; Al-Jumaily, Adel (2017-10-11)The success of myoelectric pattern recognition (M-PR) mostly relies on the features extracted and classifier employed. This paper proposes and evaluates a fast classifier, extreme learning machine (ELM), to classify ... -
Evaluation of Feature Extraction Techniques and Classifiers for Finger Movement Recognition using Surface Electromyography Signal
Phukpattaranont, Pornchai; Thongpanja, Sirinee; Anam, Khairul; Al-Jumaily, Adel; Limsakul, Chusak (2019-02-12)Electromyography (EMG) in a bio-driven system is used as a control signal, for driving a hand prosthesis or other wearable assistive devices. Processing to get informative drive signals involves three main modules: ... -
INDEX FINGER MOTION RECOGNITION USING SELF-ADVISE SUPPORT VECTOR MACHINE
Anam, Khairul; Al-Jumaily, Adel; Maali, Yashar (2017-10-11)Because of the functionality of an index finger, the disability of its motion in the modern age can decrease the person’s quality of life. As a part of rehabilitation therapy, the recognition of the index finger motion ... -
Optimized Kernel Extreme Learning Machine for Myoelectric Pattern Recognition
Anam, Khairul; Al-Jumaily, Adel (2018-04-04)Myoelectric pattern recognition (MPR) is used to detect user’s intention to achieve a smooth interaction between human and machine. The performance of MPR is influenced by the features extracted and the classifier employed. ...