0% Complete
صفحه اصلی
/
بیست و نهمین کنفرانس مهندسی برق ایران
A high speed method for features extraction in face recognition systems
نویسندگان :
Hosein Khorami
1
Hadishahriar Shahhoseini
2
1- دانشگاه علم و صنعت ایران
2- دانشگاه علم و صنعت ایران
کلمات کلیدی :
descriptor, local difference binary, local quantized pattern, face recognition, classify
چکیده :
Face recognition is one of the most important and practical issues in image processing, and descriptors are used in order to extract image features. These descriptors are used in the face recognition scheme in terms of speed, processing time, and the extracted feature vector dimensions. The method presented in this paper uses local difference binary descriptor and local quantized patterns, which is used in the local difference binary descriptor from the features of average intensity of the pixels, horizontal and vertical gradients and in the local quantized pattern, from the Fourier transform. Because the face recognition scheme has a large database, it is necessary to classify the extracted features using the support vector machine classifier and the nearest neighbor k. The ORL database was used to evaluate the proposed method, which achieved the average recognition rate 97 percentage and total processing time has been at least 80% faster. The evaluation results show the proposed method's proper performance in rapid face recognition scheme and real-time face recognition schemes.
لیست مقالات
لیست مقالات بایگانی شده
Rank-Based Adaptive Brooding in a Mimetic Coral Reefs Search for Feature Selection
Seyed Amirhossein Farjadi - Mohammad Reza Akbarzadeh Totonchi
Fabrication, Simulation and Modeling of a T-Shaped Coaxial Stub Resonator
Abolfazl Ebrahimpour - Sepehr Sahab - Javad Shokri Seyyedi - Younes Sahranavard - Gholamreza Moradi
Design and implementation of a light box to measure the dimensions of objects
Mohammad Imani - Amir Mousavinia - Behruz Nasihatkon
Design of a Three-Stage OTA with Wide Capacitive Load Range Using Dual-Path and Q-Factor Compensation
Mohammadreza Abedi Orang
Lightweight SRAM-PUF Identity Authentication for Edge Devices
Alireza Shafiei - Mehrnaz Monajati
Conversion of Linear Polarized Light-to-Orbital Angular Momentum with Variable Topological Charges, Using the Surface Plasmons of Elliptical Holes Etched in a Gold Layer
Amir Mohammad Ghanei - Abolfazl Aghili - Sara Darbari
Contextual Based Locality Preserving Projection for Classification of SAR Images with Multiple Polarizations
Maryam Imani
Lane Change Decision Making Using Deep Reinforcement Learning
Pedram Lamei - Mohammad Haeri
Phase-Only Array Antenna Beamforming with Minimum Peak Sidelobe Level and Minimum Power Loss Criteria
Mahdi Hatam
Compact Offset-Beam Four-Layer X-Band Proximity-Coupled Array Antenna in Triangular Grid
Hossein Mardani - Javad Nourinia - Changiz Ghobadi - Muhammad Sajjad Ahmad - Bahman Mohammadi
ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 40.4.2