International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Open Access | Fully Refereed | Peer Reviewed

ISSN: 2319-7064

Downloads: 0

Review Papers | Electronics & Communication Engineering | India | Volume 10 Issue 4, April 2021

Review on CNN based Sign Language Recognition Methods

Akash Vijayan, Sajeena .A

Fingerspelled sign learning is the initial stage of sign learning and moreover, are used when no corresponding sign exists or signer is not aware of it. Most of the existing tools for sign language learning use external sensors which are costly and unreliable. . The ASL, short for American Sign Language is the most widely used sign language across the globe with certain variations according to the country. Sign language recognition can improve the problem that the number of people who need to use sign language is large but the popularity of sign language is poor, and provide a more convenient way of study, work and life for people with hearing and language impairment. Hand locating and sign language recognition methods can generally be divided into traditional methods and deep learning methods. In recent years, with the brilliant achievements of deep learning in the field of computer vision, it has been proved that the method based on deep learning has many advantages, such as rich feature extraction, strong modeling ability and intuitive training. Therefore, this paper studies hand locating and sign language recognition of common sign language based on neural network. we proposed an efficient deep convolutional neural networks approach for hand gesture recognition. The proposed approach employed transfer learning to beat the scarcity of a large labeled hand gesture dataset.

Keywords: Fading, Interference, Wideband, Throughput, Received signal

Edition: Volume 10 Issue 4, April 2021

Pages: 1349 - 1355

Share this Article

How to Cite this Article?

Akash Vijayan, Sajeena .A, "Review on CNN based Sign Language Recognition Methods", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=SR21410153004, Volume 10 Issue 4, April 2021, 1349 - 1355

Enter Your Email Address


Similar Articles with Keyword 'Fading'

Downloads: 100

Research Paper, Electronics & Communication Engineering, Sudan, Volume 3 Issue 9, September 2014

Pages: 681 - 685

PER Ratio and Bit Rate in Wi-Fi Network

Safaa Elnour Ibrahim, Dr. Khalid Hamid Bilal

Share this Article

Downloads: 101

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 7, July 2014

Pages: 1239 - 1242

Small Sized Compact MIMO Antenna for WLAN Gadgets

Manmeet Kaur, Parminder Singh

Share this Article

Similar Articles with Keyword 'Interference'

Downloads: 101

Review Papers, Electronics & Communication Engineering, India, Volume 3 Issue 5, May 2014

Pages: 1141 - 1145

A Review Based on Effects of Change in Thickness and Number of Layers on Microwave Absorbing Materials

Harsroop Kaur, Gagan Deep Aul

Share this Article

Downloads: 101

Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 2, February 2015

Pages: 1990 - 1992

Outage Analysis of Cooperative and Non-Cooperative Communication

Swathi Balakrishnan

Share this Article

Similar Articles with Keyword 'Wideband'

Downloads: 95

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 12, December 2014

Pages: 2678 - 2680

Modified Peano-Gosper Fractal Geomatry Based Wideband Microstrip Patch Antenna Design Analysis

Sarbjeet Singh, Suman

Share this Article

Downloads: 107

Survey Paper, Electronics & Communication Engineering, India, Volume 4 Issue 5, May 2015

Pages: 2254 - 2255

Measurements of Wideband Spectrum

Shahane A.R, Kale N.V

Share this Article

Similar Articles with Keyword 'Throughput'

Downloads: 121

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 3, March 2014

Pages: 108 - 112

Design and Simulation of Four Stage Pipelining Architecture Using the Verilog

Rakesh M. R

Share this Article

Downloads: 100

Research Paper, Electronics & Communication Engineering, Sudan, Volume 4 Issue 8, August 2015

Pages: 1277 - 1279

Wi-Fi 802.11g VS Wi-Fi 802.11n: Comparative study from a QOS Point of View

Eng Tagwa Mohammed Hamoda, Dr Amin Babiker A/Nabi Mustafa

Share this Article

Similar Articles with Keyword 'Received signal'

Downloads: 106

Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 7, July 2015

Pages: 2430 - 2432

Development of Low Cost Smart Antenna System and its FPGA Implementation

Harshveer Singh Grewal, Paramveer Singh Gill

Share this Article

Downloads: 107

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 9, September 2014

Pages: 1409 - 1412

Determination of PathLoss using RF Link Budget in Sub Urban Macrocell Environment for GSM Communication System

Megha Dubey, Rohit Shrivastava

Share this Article
Top