Motor imagery EEG signal classification using image processing technique over GoogLeNet deep learning algorithm for controlling the robot manipulator

2022 ◽  
Vol 72 ◽  
pp. 103295
Author(s):  
Ayca Ak ◽  
Vedat Topuz ◽  
Ipek Midi
Keyword(s):  
Image Processing ◽  
Deep Learning ◽  
Learning Algorithm ◽  
Robot Manipulator ◽  
Processing Technique ◽  
Signal Classification ◽  
Image Processing Technique ◽  
Eeg Signal ◽  
Deep Learning Algorithm ◽  
Eeg Signal Classification

scholarly journals Deep Learning Image Processing Technique for Early Detection of Alzheimer's Disease

2017 ◽  
Vol 107 ◽  
pp. 85-104
Author(s):  
Raju Anitha ◽  
S. Jyothi ◽  
Venkata Naresh Mandhala ◽  
Debnath Bhattacharyya ◽  
Tai-hoon Kim
Keyword(s):  
Alzheimer’S Disease ◽  
Image Processing ◽  
Alzheimer's Disease ◽  
Deep Learning ◽  
Early Detection ◽  
Processing Technique ◽  
Image Processing Technique

Effect of grape seed proanthocyanidins on activity of HaCaT cells in mice based on deep learning image processing

2020 ◽  
pp. 1-11
Author(s):  
Feng Xu ◽  
Jia Huang
Keyword(s):  
Image Processing ◽  
Deep Learning ◽  
Learning Algorithm ◽  
Grape Seed ◽  
Hacat Cells ◽  
Image Processing Algorithm ◽  
Grape Seed Proanthocyanidins ◽  
Uva Irradiation ◽  
Deep Learning Algorithm ◽  
Comparison Results

BACKGROUND: Grape seed proanthocyanidin extract (GSPE) has a certain resistance to contrast light, which makes the boundary of the imaging image unclear. OBJECTIVE: Because of this, an image processing algorithm is needed to process the contrast image to study the role of GSPE in the process of anti-ultraviolet. METHODS: In this paper, the fuzzy edges of contrast images were processed by deep learning algorithm, and the changes of VEGF and PEDF expression in HaCaT cells before and after UVA irradiation and after GSPE intervention were studied. RESULTS: The experiment results show that after processing, the edge and boundary of the image become clear and separable, which can be used to compare and analyze the test process. The image comparison results show that GSPE can down regulate the expression of VEGF gene and protein, and up regulate the expression of PEDF gene and protein. The synergistic effect of GSPE and GSPE can inhibit angiogenesis. It is confirmed that GSPE has the effect of anti-ultraviolet ray induced early angiogenesis.

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