Hand gesture recognition using low|budget data glove and cluster ...

(PDF) Hand gesture recognition using low-budget data glove and ...

The reduction of training data set is efficiently performed using three types of clustering algorithms, yielding small number of input vectors that represent ...

Hand gesture recognition using low-budget data glove and cluster ...

In this paper, we have proposed, designed, and verified a data glove-based hand gesture recognition system which uses a PNN trained on a cluster ...

Hand gesture recognition using low-budget data glove and cluster ...

To allow widespread use of low-budget data gloves in engineering virtual reality (VR) applications, gesture dictionaries must be enhanced with more ergonomic ...

Hand gesture recognition using low-budget data glove and cluster ...

Supplementary Data. Hand gesture recognition using low-budget data glove and cluster-trained probabilistic neural network. Authors: Luzanin, Ognjan; Plancak ...

Highly-accurate gesture recognition based on ResNet with low ...

IEEE, 1038–1043. Navigate to, citation 1. Ognjan Luzanin and Miroslav Plancak. 2014. Hand gesture recognition using low-budget data glove and cluster-trained ...

Hand Gesture Recognition Using Data Glove - ScienceGate

To allow widespread use of low-budget data gloves in engineering virtual reality (VR) applications, gesture dictionaries must be enhanced with more ergonomic ...

Smart-Data-Glove-Based Gesture Recognition for Amphibious ...

The five-channel flexible capacitive sensors are fabricated on a glove to capture finger motion data in order to recognize static hand gestures and integrated ...

Layered architecture for real time sign recognition: Hand gesture ...

Hand gesture recognition using low-budget data glove and cluster-trained probabilistic neural network. 2014, Assembly Automation. Vision based hand gesture ...

Give Me a Sign: Using Data Gloves for Static Hand-Shape Recognition

Even though these papers all pursue the topic of hand gesture recognition with data gloves ... Clustering of Applications with Noise (DBSCAN) is applied to ...

Gesture recognition using data glove: An extreme learning machine ...

The performance of machine learning techniques in recognizing vision and sensors based hand gestures in the recently existing applications is inspected and ...

Scheme of gesture data acquisition procedure used in the experiment

Purpose – Main purpose is to present methodology which allows efficient hand gesture recognition using low-budget, 5-sensor data glove.

Highly-accurate gesture recognition based on ResNet with low ...

Highly-accurate gesture recognition based on ResNet with low-budget data gloves ... Hand gesture recognition using low-budget data glove and cluster-trained ...

The Hand-gesture-based Control Interface with Wearable Glove ...

An approach to building a gesture-based control interface with a wearable glove system and a real-time gesture recognition algorithm and encouraging results ...

Using Photoplethysmography for Simple Hand Gesture Recognition

Plancak, “Hand gesture recognition using low-budget data glove and cluster-trained probabilistic neural network,” vol. 34, no. 1, pp. 94–105. [Online] ...

Dynamic gesture recognition based on 2D convolutional neural ...

Hand gesture recognition using low-budget data glove and cluster-trained probabilistic neural network. Assem. Autom. 34, 94–105 (2014) ...

Hand Gesture Recognition Based on Computer Vision

... use and low price compared with the sensor data glove [9]. However, it still requires the wearing of colored gloves and limits the degree of natural and ...

Advancements and Challenges in Hand Gesture Recognition

This paper reviews different ways to model hands, such as vision-based, sensor-based, and data glove-based techniques. It emphasizes the ...

SMART GLOVE AND HAND GESTURE-BASED CONTROL ...

In modern gesture recognition systems, human gestures are transmitted via special gadgets (such as gloves) equipped with various sensors or read ...

Fusion Machine Learning Strategies for Multi-modal Sensor-based ...

Plancak, "Hand gesture recognition using low-budget data glove and cluster-trained probabilistic neural network," Assembly Automation, vol. 34, no. 1, pp ...

A Reconfigurable Data Glove for Reconstructing Physical and ...

Notably, the reconfigurable glove in VR mode was able to track hand gestures ... Finger-gesture recognition glove using Velostat. In: Proceedings of 2011 ...