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Keyword: Recognition System
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Open AccessArticle
6 Pages, 372 KB Download PDF

Hiragana and Katakana Minutiae based Recognition System

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 6, Page # 54–59, 2021; DOI: 10.25046/aj060608
Abstract:

The Japanese writing system is unique due to the number of characters employed and the methods used to write words. It consists of three different ’alphabets’, which may result in the methods used to process Latin script not being sufficient to obtain satisfactory results when attempting to apply them to a recognition of the Japanese…

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(This article belongs to the SP11 (Special Issue on Innovation in Computing, Engineering Science & Technology 2021) & Section Interdisciplinary Applications of Computer Science (CSI))
Open AccessArticle
9 Pages, 878 KB Download PDF

Performance Evaluation of Convolutional Neural Networks (CNNs) And VGG on Real Time Face Recognition System

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 2, Page # 956–964, 2021; DOI: 10.25046/aj0602109
Abstract:

Face Recognition (FR) is considered as a heavily studied topic in computer vision field. The capability to automatically identify and authenticate human’s faces using real-time images is an important aspect in surveillance, security, and other related domains. There are separate applications that help in identifying individuals at specific locations which help in detecting intruders. The…

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(This article belongs to the SP11 (Special Issue on Innovation in Computing, Engineering Science & Technology 2021) & Section Information Systems in Computer Science (CIS))
Open AccessArticle
14 Pages, 1,742 KB Download PDF

Application-Programming Interface (API) for Song Recognition Systems

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 2, Page # 846–859, 2021; DOI: 10.25046/aj060298
Abstract:

The main contribution of this paper is the framework of Application Programming Interface (API) to be integrated on a smartphone app. The integration with algorithm that generates fingerprints from the method ST-PSD with several parameter configurations (Windows size, threshold, and sub-score linear combination coefficient). An approach capable of recognizing an audio piece of music with…

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(This article belongs to the SP10 (Special Issue on Multidisciplinary Sciences and Engineering 2020-21) & Section Information Systems in Computer Science (CIS))
Open AccessArticle
12 Pages, 14,328 KB Download PDF

Real-Time Traffic Sign Detection and Recognition System for Assistive Driving

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 600–611, 2020; DOI: 10.25046/aj050471
Abstract:

Road traffic accidents are primarily caused by drivers error. Safer roads infrastructure and facilities like traffic signs and signals are built to aid drivers on the road. But several factors affect the awareness of drivers to traffic signs including visual complexity, environmental condition, and poor drivers education. This led to the development of different ADAs…

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(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
7 Pages, 1,240 KB Download PDF

IoT Based Human Activity Recognition System Using Smart Sensors

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 516–522, 2020; DOI: 10.25046/aj050461
Abstract:

Internet of Things provides a virtual view of real-life things by guiding challenges faced by persons in daily life. It is reforming our world with trillions of sensors and other IoT enabled devices by creating a smart environment. Effective use of IoT sensors in various smart IoT applications is very important. After analyzing different sensor…

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(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Information Systems in Computer Science (CIS))
Open AccessArticle
5 Pages, 1,031 KB Download PDF

Multi-Agent Data Recognition System Based on Received Signal in Antenna on Board Telecom System

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 94–98, 2020; DOI: 10.25046/aj050412
Abstract:

Information data recognition during traditional operating step in telecommunication system, as their interpretation, presents an important active research field. In this context, we propose as a solution multi-agent data identification system starting with received signal parameters in antenna network connected on board telecom system. Due to the Information Identification Data (IID) response variability that differ…

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(This article belongs to Section Telecommunications (TEL))
Open AccessArticle
11 Pages, 948 KB Download PDF

Modified HOG Descriptor-Based Banknote Recognition System

Advances in Science, Technology and Engineering Systems Journal, Volume 3, Issue 5, Page # 354–364, 2018; DOI: 10.25046/aj030541
Abstract:

This survey paper deals with the structural health monitoring systems on the basis of methodologies involving intelligent techniques. The intelligent techniques are the most popular tools for damage identification in terms of high accuracy, reliable nature and the involvement of low cost. In this critical survey, a thorough analysis of various intelligent techniques is carried…

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(This article belongs to the SP5 (Special Issue on Multidisciplinary Sciences and Engineering 2018) & Section Interdisciplinary Applications of Computer Science (CSI))
Open AccessArticle
9 Pages, 1,017 KB Download PDF

An enhanced Biometric-based Face Recognition System using Genetic and CRO Algorithms

Advances in Science, Technology and Engineering Systems Journal, Volume 3, Issue 3, Page # 116–124, 2018; DOI: 10.25046/aj030316
Abstract:

Face recognition is one of the most well-known biometric methods. It is a technique used for identifying individual from his face. The recognition process takes the face and compares it with the one stored in the database for recognizing it. Many methods were proposed to achieve that. In this paper, a new technique is proposed…

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(This article belongs to the SP5 (Special Issue on Multidisciplinary Sciences and Engineering 2018) & Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
6 Pages, 930 KB Download PDF

Support Vector Machine based Vehicle Make and Model Recognition System

Advances in Science, Technology and Engineering Systems Journal, Volume 2, Issue 3, Page # 1080–1085, 2017; DOI: 10.25046/aj0203137
Abstract:

Vehicle analysis is a very useful component in various real world applications. In this paper, we have developed a Vehicle Make and Model Recognition (VMMR) system using Support Vector Machine (SVM). Scale Invariant Feature Transform (SIFT) and Speed-Up Robust Transform (SURF) are used to extract local features from an image. Bag-of-Features (BoF) model is used…

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(This article belongs to the SP3 (Special issue on Recent Advances in Engineering Systems 2017) & Section Interdisciplinary Applications of Computer Science (CSI))
Open AccessArticle
15 Pages, 468 KB Download PDF

A Model for the Application of Automatic Speech Recognition for Generating Lesson Summaries

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 2, Page # 526–540, 2021; DOI: 10.25046/aj060260
Abstract:

Automatic Speech Recognition (ASR) technology has the potential to improve the learning experience of students in the classroom. This article addresses some of the key theoretical areas identified in the pursuit of implementing a speech recognition system, capable of lesson summary generation in the educational setting. The article discusses: some of the applica- tions of…

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(This article belongs to the SP10 (Special Issue on Multidisciplinary Sciences and Engineering 2020-21) & Section Interdisciplinary Applications of Computer Science (CSI))
Open AccessArticle
6 Pages, 1,148 KB Download PDF

Optimization of Multi-user Face Identification Systems in Big Data Environments

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 6, Page # 762–767, 2020; DOI: 10.25046/aj050691
Abstract:

Computer vision offers several strategies that permit computers to comprehend the substance of inputted data to extract the relevant highlights features. That gives the possibility to develop several successful recognition systems like face identification. One of the enormous difficulties these days is the way to have a prompt identification face in a multi-client identification system.…

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(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Information Systems in Computer Science (CIS))
Open AccessArticle
11 Pages, 5,153 KB Download PDF

Automatic License Plate Detection and Recognition for Jordanian Vehicles

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 6, Page # 699–709, 2020; DOI: 10.25046/aj050684
Abstract:

Nowadays, automatic number plate recognition (ANPR) is very important especially in the era of smart cities and intelligent transport systems. Fully automated number plate detection and recognition system helps in reducing time, error, and cost for tracking of vehicles and for recording traffic violations. The main goal of this paper is to design a low…

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(This article belongs to the SP10 (Special Issue on Multidisciplinary Sciences and Engineering 2020-21) & Section Transportation Science & Technology (TST))
Open AccessArticle
9 Pages, 686 KB Download PDF

Effective Segmented Face Recognition (SFR) for IoT

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 6, Page # 36–44, 2020; DOI: 10.25046/aj050605
Abstract:

Face recognition technology becoming pervasive in the fields of computer vision, image processing, and pattern recognition. However, face recognition accuracy rates will decrease if training is done on disguised images with covered objects on a face area. This paper aims to propose a state-of-the-art face recognition methodology which could be applied in Internet of Things…

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(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Information Systems in Computer Science (CIS))
Open AccessArticle
8 Pages, 1,315 KB Download PDF

Human Robot Interaction for Hybrid Collision Avoidance System for Indoor Mobile Robots

Advances in Science, Technology and Engineering Systems Journal, Volume 2, Issue 3, Page # 650–657, 2017; DOI: 10.25046/aj020383
Abstract:

In this paper, a novel approach for collision avoidance for indoor mobile robots based on human-robot interaction is realized. The main contribution of this work is a new technique for collision avoidance by engaging the human and the robot in generating new collision-free paths. In mobile robotics, collision avoidance is critical for the success of…

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(This article belongs to the SP3 (Special issue on Recent Advances in Engineering Systems 2017) & Section Robotics (ROB))
Open AccessArticle
14 Pages, 2,291 KB Download PDF

Composition of Methods to Ensure Iris Liveness and Authenticity

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 130–143, 2020; DOI: 10.25046/aj050417
Abstract:

In a biometric system technology, a person is authenticated based on processing the unique features of the human biometric signs. One of the well known biometric systems is iris recognition, this technique being considered as one of the most secure authentication solutions in the biometric field. However, several attacks do exist that are able to…

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(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Bioinformatics (BIF))
Open AccessArticle
7 Pages, 1,038 KB Download PDF

How Effective is Using Lip Movement for Japanese Utterance Training

Advances in Science, Technology and Engineering Systems Journal, Volume 2, Issue 1, Page # 227–233, 2017; DOI: 10.25046/aj020127
Abstract:

Lip movements have long been the subject of research. There are many methods of lip movement recognition, such as the calculation of the amount of movement compared to a matching face pattern. In a previous study, we investigated utterance recognition based on the power spectrum by focusing on lip movements, which is one aspect of…

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(This article belongs to the SP2 (Special Issue on Computer Systems, Information Technology, Electrical and Electronics Engineering 2017) & Section Interdisciplinary Applications of Computer Science (CSI))

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