Accurate Personal Identification by Hand Gesture Recognition
Journal Title: International journal of Emerging Trends in Science and Technology - Year 2016, Vol 3, Issue 5
Abstract
Gesture recognition is a topic in computer science and language technology with the goal of interpreting human gestures via mathematical algorithms. Gestures can originate from any bodily motion or state but commonly originate from the face or hand. Current focuses in the field include emotion recognition from face and hand gesture recognition. In this paper, we present an automatic hand gesture recognition approach from different images based on scale invariant feature transform and shape based features. We present an approach for identifying and recognizing different hand sign expression of the human. The objective of the proposed system is to design an approach which automatically detects the hand and identifies the different hand sign expression of the human. The proposed approach presents a very low degree of complexity, which makes it suitable for real-time applications, the feature points or key points detected and mapped along with the hand sign image. Depending upon the selected features and the measured region properties of the human hand sign, the different sign expression of the human was further classified using SVM. The proposed method is superior compared with other state-of-the-art approaches and that the analysis of the general image quality of the hand sign images reveals highly valuable information
Authors and Affiliations
Shilpa K N
Keywords
Related Articles
- EP ID EP244026
- DOI -
- Views 106
- Downloads 0
Big-Data Gathering Using Mobile Collector in Densely Deployed Wireless Sensor Network
With tremendous growth of Information and Communication Technology (ICT) Wireless sensor network has major contribution in big data gathering. Even if data generated by individual sensor is not significant, the overall d...
Analyzing Human Traits Based on Hardy – Weinberg’s Principle
The H-W Equilibrium states that allele frequency does not change, outside force is required to change the frequency from generation to generation. If the gene frequencies are p and q, the genotype frequency will be p2 ,...
Role of Perceived Usefulness, Organisational Readiness, Customer Pressure, Competitive Pressure in Adaption of E-Commerce in Indian SMEs
With advancement of hardware, software and internet/intranet and chunk of population adopting to technology based E-business and is rapidly growing in India particularly in service sector. It has become necessary for sma...
Pollution of Soil Due To Leather Factory Near Ranipet,Tamil Nadu (India)
Nature mainly consists of air, water and soil. In balancing of any three causes major problems in natural process. Soil provides all the basic needs to us and is the most important medium for growing plants. Soil is one...
Performance Evaluation of Continuous Reinforced Concrete Pavement
Performance is key factor for selection of pavement type. In the present study performance evaluation on four Continuous Reinforced Concrete Pavement (CRCP) projects have been carried out by actual site survey. For perfo...