Dynamic Gesture Recognition System with Gesture Spotting Based on Self-Organizing Maps
In this paper, a real-time dynamic hand gesture recognition system with gesture spotting function is proposed. In the proposed system, input video frames are converted to feature vectors, and they are used to form a posture sequence vector that represents the input gesture. Then, gesture identificat...
Main Authors: | Hiroomi Hikawa, Yuta Ichikawa, Hidetaka Ito, Yutaka Maeda |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2021-02-01
|
Series: | Applied Sciences |
Subjects: | |
Online Access: | https://www.mdpi.com/2076-3417/11/4/1933 |
Similar Items
-
3D Skeletal Joints-Based Hand Gesture Spotting and Classification
by: Ngoc-Hoang Nguyen, et al.
Published: (2021-05-01) -
Model-Based Segmentation and Recognition of Continuous Gestures
by: LI, HONG
Published: (2010) -
A systematic review on hand gesture recognition techniques, challenges and applications
by: Mais Yasen, et al.
Published: (2019-09-01) -
Real-Time Hand Gesture Spotting and Recognition Using RGB-D Camera and 3D Convolutional Neural Network
by: Dinh-Son Tran, et al.
Published: (2020-01-01) -
Combined Hand Gesture — Speech Model for Human Action Recognition
by: Sheng-Tzong Cheng, et al.
Published: (2013-12-01)