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Erik Scheme
University of New Brunswick
55Publications
10H-index
892Citations
Publications 55
Newest
#1James Cameron (UNB: University of New Brunswick)
#2Patrick Savoie (UNB: University of New Brunswick)
Last.Erik Scheme (UNB: University of New Brunswick)H-Index: 10
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Abstract Modern surveillance systems combine tens or even hundreds of cameras to ensure a wide area of coverage. With such a large amount of incoming video data, it is difficult for humans to effectively monitor each camera for potential threats. Recent advances in machine learning have brought forth great improvements in computer vision, which forms the key to automating surveillance systems. Previous works on the topic of automated surveillance systems have not been updated to leverage the eme...
#1Alex Belyea (UNB: University of New Brunswick)
#2Kevin Englehart (UNB: University of New Brunswick)H-Index: 36
Last.Erik Scheme (UNB: University of New Brunswick)H-Index: 10
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Force Myography (FMG), which measures the surface pressure profile exerted by contracting muscles, has been proposed as an alternative to electromyography (EMG) for human-machine interfaces. Although FMG pattern recognition-based control systems have yielded higher offline classification accuracy, but comparatively few works have examined the usability of FMG for real-time control. In this work, we conduct a comprehensive comparison of EMG and FMG-based schemes using both classification and regr...
#1Xavier Francis St-Onge (UNB: University of New Brunswick)
#2James Cameron (UNB: University of New Brunswick)
Last.Erik Scheme (UNB: University of New Brunswick)H-Index: 10
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Induction motors (IMs) are among the fully developed electromechanical technologies that are still in use today. Over the course of the last century, their structure, control, and operation have been undergone through several stages of development. Among stages of development, the automated control and continuous monitoring of IMs has benefited from the emergence of modern artificial intelligence (AI) methods. IM automation schemes have demonstrated the ability to provide machine fault detection...
#1Nitin Seth (UNB: University of New Brunswick)
Last.Erik Scheme (UNB: University of New Brunswick)H-Index: 10
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#2Angkoon Phinyomark (U of C: University of Calgary)H-Index: 18
Last.Erik Scheme (UNB: University of New Brunswick)H-Index: 10
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#1Leonard F. Engels (Sant'Anna School of Advanced Studies)H-Index: 1
#2Ahmed W. Shehata (U of A: University of Alberta)H-Index: 2
Last.Christian Cipriani (Sant'Anna School of Advanced Studies)H-Index: 28
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State of the art myoelectric hand prostheses can restore some feedforward motor function to their users, but they cannot yet restore sensory feedback. It has been shown, using psychophysical tests, that multi-modal sensory feedback is readily used in the formation of the users’ representation of the control task in their central nervous system—their internal model. Hence, to fully describe the effect of providing feedback to prosthesis users, not only should functional outcomes be assessed, but ...
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