scholarly journals Hand tremor detection in videos with cluttered background using neural network based approaches

2021 ◽  
Vol 9 (1) ◽  
Author(s):  
Xinyi Wang ◽  
Saurabh Garg ◽  
Son N. Tran ◽  
Quan Bai ◽  
Jane Alty
Keyword(s):  
Neural Network ◽  
Hand Tremor ◽  
Cluttered Background

scholarly journals PHTNet: Characterization and Deep Mining of Involuntary Pathological Hand Tremor using Recurrent Neural Network Models

2020 ◽  
Vol 10 (1) ◽  
Author(s):  
Soroosh Shahtalebi ◽  
Seyed Farokh Atashzar ◽  
Olivia Samotus ◽  
Rajni V. Patel ◽  
Mandar S. Jog ◽  
...  
Keyword(s):  
Neural Network ◽  
Recurrent Neural Network ◽  
Network Models ◽  
Neural Network Models ◽  
Hand Tremor ◽  
Deep Mining

Neural network based prediction of Parkinsonian hand tremor using surface electromyography

2012 ◽  
Vol 5 (4) ◽  
pp. 246
Author(s):  
Sourav Chandra ◽  
Koushik Bakshi ◽  
Amit Konar ◽  
D.N. Tibarewala
Keyword(s):  
Neural Network ◽  
Surface Electromyography ◽  
Hand Tremor

Data-Based Adaptive Fuzzy Wavelet Filter for Robot-Assisted System

2011 ◽  
Vol 255-260 ◽  
pp. 1994-1998
Author(s):  
Zhi Liu ◽  
Qi Hang Wu ◽  
Yun Zhang
Keyword(s):  
Neural Network ◽  
Minimally Invasive Surgery ◽  
Superior Performance ◽  
Effective Control ◽  
Wavelet Filter ◽  
Robot Assisted ◽  
Hand Tremor ◽  
Extensive Simulation ◽  
Fuzzy Wavelet Neural Network ◽  
Simulation Results

One of the main problems for effective control of a minimally invasive surgery (MIS) is the imprecision that caused by hand tremor. In this paper, a new kind of nonlinear adaptive filter, the fuzzy wavelet neural network filter (FWNNF), is proposed to alleviate this problem. With the FWNNF, we can model and predict the hand tremor more effectively and improve the precision and reliability in the robot-assisted system for microsurgery. Extensive simulation results demonstrate the effectiveness of the proposed filter and its superior performance over its competing rivals.

Adaptive fuzzy wavelet neural network filter for hand tremor canceling in microsurgery

2011 ◽  
Vol 11 (8) ◽  
pp. 5315-5329 ◽  
Author(s):  
Zhi Liu ◽  
Qihang Wu ◽  
Yun Zhang ◽  
Yaonan Wang ◽  
C.L. Philip Chen
Keyword(s):  
Neural Network ◽  
Wavelet Neural Network ◽  
Hand Tremor ◽  
Adaptive Fuzzy ◽  
Fuzzy Wavelet Neural Network

Autofluorescence spectroscopy of oral leukoplakia using an artificial neural network

2000 ◽  
Vol 25 (4) ◽  
pp. 325-325
Author(s):  
J.L.N. Roodenburg ◽  
H.J. Van Staveren ◽  
N.L.P. Van Veen ◽  
O.C. Speelman ◽  
J.M. Nauta ◽  
...  
Keyword(s):  
Neural Network ◽  
Artificial Neural Network ◽  
Oral Leukoplakia ◽  
Autofluorescence Spectroscopy ◽  
Artificial Neural
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