Non-Touch Sign Word Recognition Based on Dynamic Hand Gesture Using Hybrid Segmentation and CNN Feature Fusion

Non-Touch Sign Word Recognition Based on Dynamic Hand Gesture Using Hybrid Segmentation and CNN Feature Fusion

Hand gesture-based sign language recognition is a prosperous application of human− computer interaction (HCI), where the deaf community, hard of hearing, and deaf family members communicate with the help of a computer device. To help the deaf community, this paper presents a non-touch sign...

Full description

Bibliographic Details
Main Authors:	Md Abdur Rahim, Md Rashedul Islam, Jungpil Shin
Format:	Article
Language:	English
Published:	MDPI AG 2019-09-01
Series:	Applied Sciences
Subjects:	human–computer interaction hybrid segmentation sign word recognition convolutional neural network (CNN) support vector machine (SVM)
Online Access:	https://www.mdpi.com/2076-3417/9/18/3790

Similar Items

Hand gestures for emergency situations: A video dataset based on words from Indian sign language
by: V. Adithya, et al.
Published: (2020-08-01)

A real time Malaysian sign language detection algorithm based on YOLOv3
by: Ahmad, Z., et al.
Published: (2019)

Convolutional Support Vector Models: Prediction of Coronavirus Disease Using Chest X-rays
by: Mateus Maia, et al.
Published: (2020-11-01)

Traffic sign recognition algorithm based on improved convolution neural network
by: ZHU Yongjia, et al.
Published: (2018-10-01)

Recognition of Muscle Fatigue Status Based on Improved Wavelet Threshold and CNN-SVM
by: Junhong Wang, et al.
Published: (2020-01-01)

CNN Feature-Based Image Copy Detection with Contextual Hash Embedding
by: Zhili Zhou, et al.
Published: (2020-07-01)

A Dilated CNN Model for Image Classification
by: Xinyu Lei, et al.
Published: (2019-01-01)

Identification of Fake Stereo Audio Using SVM and CNN
by: Tianyun Liu, et al.
Published: (2021-06-01)

A Novel Model Based on AdaBoost and Deep CNN for Vehicle Classification
by: Wei Chen, et al.
Published: (2018-01-01)

Deep Fusion for Radar Jamming Signal Classification Based on CNN
by: Guangqing Shao, et al.
Published: (2020-01-01)

Comparison of morphemic word structure and a cartographic sign
by: Živković Dragica, et al.
Published: (2011-01-01)

Indian Sign Language Recognition using Convolutional Neural Network
by: Patil Rachana, et al.
Published: (2021-01-01)

Research on the UBI Car Insurance Rate Determination Model Based on the CNN-HVSVM Algorithm
by: Chun Yan, et al.
Published: (2020-01-01)

Facial Emotion Recognition Using Transfer Learning in the Deep CNN
by: M. A. H. Akhand, et al.
Published: (2021-04-01)

Object Detection for Contactless Vital Signs Estimation
by: Yang, Fan
Published: (2021)

A New CNN Approach for Hand Gesture Classification using sEMG Data
by: Aysun TUTAK ERÖZEN
Published: (2020-06-01)

Classification of Pulmonary Nodules Based on CNN Multi-level Second-order Feature Fusion
by: LI Wei, ZHAO Xiaole, DUAN Yanlong, LIU Lijun, HUANG Qingsong
Published: (2020-09-01)

Performance Evaluation of CNN-Based End-Point Detection Using In-Situ Plasma Etching Data
by: Bobae Kim, et al.
Published: (2021-12-01)

A Simplified 2D-3D CNN Architecture for Hyperspectral Image Classification Based on Spatial–Spectral Fusion
by: Chunyan Yu, et al.
Published: (2020-01-01)

Multiscale Information Fusion for Hyperspectral Image Classification Based on Hybrid 2D-3D CNN
by: Hang Gong, et al.
Published: (2021-06-01)

A Model for Generating Workplace Procedures Using a CNN-SVM Architecture
by: Justyna Patalas-Maliszewska, et al.
Published: (2019-09-01)

Real-time 2D Static Hand Gesture Recognition and 2D Hand Tracking for Human-Computer Interaction
by: Popov, Pavel Alexandrovich
Published: (2020)

A Traffic-Sign Detection Algorithm Based on Improved Sparse R-cnn
by: Jinghao Cao, et al.
Published: (2021-01-01)

Human‐like sign‐language learning method using deep learning
by: Yangho Ji, et al.
Published: (2018-08-01)

The body and the fading away of abstract concepts and words: a sign language analysis
by: Anna M Borghi, et al.
Published: (2014-07-01)

Word Recognition in Nutrition Labels with Convolutional Neural Network
by: Khasgiwala, Anuj
Published: (2018)

Tree species identification based on the fusion of bark and leaves
by: Yafeng Zhao, et al.
Published: (2020-05-01)

pcPromoter-CNN: A CNN-Based Prediction and Classification of Promoters
by: Muhammad Shujaat, et al.
Published: (2020-12-01)

Video Copy Detection Using Spatio-Temporal CNN Features
by: Zhili Zhou, et al.
Published: (2019-01-01)

A Cascaded R-CNN With Multiscale Attention and Imbalanced Samples for Traffic Sign Detection
by: Jianming Zhang, et al.
Published: (2020-01-01)

Real-Time Traffic Sign Detection and Recognition Method Based on Simplified Gabor Wavelets and CNNs
by: Faming Shao, et al.
Published: (2018-09-01)

Traffic Sign Detection and Recognition System for Intelligent Vehicles
by: Feng, Jingwen
Published: (2014)

Tree-CNN: from generalization to specialization
by: Shenwang Jiang, et al.
Published: (2018-09-01)

Defects detection of floor tiles of ancient buildings based on Faster R-CNN
by: Chen Li, et al.
Published: (2021-01-01)

Gesture Recognition Based on CNN and DCGAN for Calculation and Text Output
by: Wei Fang, et al.
Published: (2019-01-01)

MVF-CNN: Fusion of Multilevel Features for Large-Scale Point Cloud Classification
by: Yong Li, et al.
Published: (2019-01-01)

Indonesian traffic sign detection based on Haar-PHOG features and SVM classification
by: Aris Sugiharto, et al.
Published: (2020-01-01)

A Dynamic Gesture Recognition Interface for Smart Home Control based on Croatian Sign Language
by: Luka Kraljević, et al.
Published: (2020-03-01)

Spatial Predictions of Debris Flow Susceptibility Mapping Using Convolutional Neural Networks in Jilin Province, China
by: Yang Chen, et al.
Published: (2020-07-01)

INTERLANGUAGE FEATURES OF SIGN LANGUAGES (ACCORDING TO THE MATERIAL OF GESTURES IN SIGN FORM)
by: Maria A. Myasoedova, et al.
Published: (2019-04-01)