Robust Face Recognition Technique with ANFIS in Compared with Feedforward Backpropagation Neural Network Using Specific Features of Wavelet Transform and HOG
Journal Title: International Journal of the Computer, the Internet and Management - Year 2018, Vol 26, Issue 1
Abstract
The aims of the research were to study a face recognition using ANFIS (Adaptive Neuro-Fuzzy Inference System) technique to compared with feedforward backpropagation neural network that used specific Features of Wavelet Transform and HOG (Histogram of Oriented Gradients for feature extraction). The result found that the accuracy of ANFIS face recognition technique was 99% and feedforward back propagation neural network was 98 %.
Authors and Affiliations
Thoedsak Sukdao, Surasak Mungsing, Katanyoo Klabsuwan
IoT for Smart Small Irrigation System
This paper focuses on measuring the water content in soil and crop growth monitoring using Raspberry Pi. The water level required for agriculture purpose is analyzed using soil moisture sensor. The system control the pum...
Using Decision Tree C4.5 Algorithm to Predict VARK Learning Styles
This research has an objective to classify VARK learning styles of learners by using Decision Tree C4.5 algorithm. Data concerning learning styles of learners were collected via a questionnaire responded by 1,205 student...
Effects of Induction Motor Using Unbalance Voltage
This article presents the effects of inductive motor was operated under imbalanced voltage condition. It was functional test of electric motor at field work by analyzing effect to motors in 3 aspects as followed: tempera...
A Review of the Current State of Chemical Laboratory Serial Connections
This paper provides a study of chemical laboratory equipment utilizing serial connection (e.g. RS-232) communications and highlights the challenges associated with dissimilar communication ports. The problem studied in...
Success of Clothing Retailers through Online Channel Using Digital Marketing
Nowadays, technology has changed by leaps and bounds, transforming consumer behaviors enormously from those in the past. This includes changes in business operation methods, especially retailers. In many countries, retai...