ISSN 2394-5125
 

Review Article 


FEEDBACK-BASED GAIT IDENTIFICATION USING DEEP NEURAL NETWORK CLASSIFICATION

Basetty Mallikarjuna, R. Viswanathan,Bharat Bhushan Naib.

Abstract
Identification of gait plays a major role in the healthcare industry, recognition of a gait having different angles, identification of abnormalities is a challenging task, to detect the abnormal person identification contains improper pattern style, human limbs, walking pattern, etc... A normal person has a correct pattern, an abnormal person has an irregular pattern. This paper provides the identification of the lean angle and ramp angle [19] of irregular patterns on three abnormalities such as Parkinson gait, Hemiplegic gait, and Neuropathic gait [18] by using deep neural network (DNN) without clinical observation by using DNN classification with feedback-based verification of trained features with query features of abnormal identification of trained features with query features. This paper concludes the gait abnormalities based on lean angle and ramp angle.

Key words: Human Gait, Deep Learning, Deep Neural Networks, Feedback-based etc..


 
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How to Cite this Article
Pubmed Style

Basetty Mallikarjuna, R. Viswanathan,Bharat Bhushan Naib. FEEDBACK-BASED GAIT IDENTIFICATION USING DEEP NEURAL NETWORK CLASSIFICATION. JCR. 2020; 7(4): 661-667. doi:10.31838/jcr.07.04.125


Web Style

Basetty Mallikarjuna, R. Viswanathan,Bharat Bhushan Naib. FEEDBACK-BASED GAIT IDENTIFICATION USING DEEP NEURAL NETWORK CLASSIFICATION. http://www.jcreview.com/?mno=95268 [Access: March 27, 2020]. doi:10.31838/jcr.07.04.125


AMA (American Medical Association) Style

Basetty Mallikarjuna, R. Viswanathan,Bharat Bhushan Naib. FEEDBACK-BASED GAIT IDENTIFICATION USING DEEP NEURAL NETWORK CLASSIFICATION. JCR. 2020; 7(4): 661-667. doi:10.31838/jcr.07.04.125



Vancouver/ICMJE Style

Basetty Mallikarjuna, R. Viswanathan,Bharat Bhushan Naib. FEEDBACK-BASED GAIT IDENTIFICATION USING DEEP NEURAL NETWORK CLASSIFICATION. JCR. (2020), [cited March 27, 2020]; 7(4): 661-667. doi:10.31838/jcr.07.04.125



Harvard Style

Basetty Mallikarjuna, R. Viswanathan,Bharat Bhushan Naib (2020) FEEDBACK-BASED GAIT IDENTIFICATION USING DEEP NEURAL NETWORK CLASSIFICATION. JCR, 7 (4), 661-667. doi:10.31838/jcr.07.04.125



Turabian Style

Basetty Mallikarjuna, R. Viswanathan,Bharat Bhushan Naib. 2020. FEEDBACK-BASED GAIT IDENTIFICATION USING DEEP NEURAL NETWORK CLASSIFICATION. Journal of Critical Reviews, 7 (4), 661-667. doi:10.31838/jcr.07.04.125



Chicago Style

Basetty Mallikarjuna, R. Viswanathan,Bharat Bhushan Naib. "FEEDBACK-BASED GAIT IDENTIFICATION USING DEEP NEURAL NETWORK CLASSIFICATION." Journal of Critical Reviews 7 (2020), 661-667. doi:10.31838/jcr.07.04.125



MLA (The Modern Language Association) Style

Basetty Mallikarjuna, R. Viswanathan,Bharat Bhushan Naib. "FEEDBACK-BASED GAIT IDENTIFICATION USING DEEP NEURAL NETWORK CLASSIFICATION." Journal of Critical Reviews 7.4 (2020), 661-667. Print. doi:10.31838/jcr.07.04.125



APA (American Psychological Association) Style

Basetty Mallikarjuna, R. Viswanathan,Bharat Bhushan Naib (2020) FEEDBACK-BASED GAIT IDENTIFICATION USING DEEP NEURAL NETWORK CLASSIFICATION. Journal of Critical Reviews, 7 (4), 661-667. doi:10.31838/jcr.07.04.125





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