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Open AccessArticle
9 Pages, 1,654 KB Download PDF

Analysis of Gaze Time Spent at the Gazing Point that is Required During Reading

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 726–734, 2021; DOI: 10.25046/aj060179
Abstract:

This paper aims to clarify the lower limit of the gaze time required during reading by investigating at a display time of 98 msec or less using the visual information processing analyzer developed in the previous research. The image display range and display time at the point of gaze was controlled by moving the window…

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(This article belongs to Section Behavioral Sciences (BHS))
Open AccessArticle
12 Pages, 1,377 KB Download PDF

An Enhanced Artificial Intelligence-Based Approach Applied to Vehicular Traffic Signs Detection and Road Safety Enhancement

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 672–683, 2021; DOI: 10.25046/aj060173
Abstract:

The paper treats a problem for detection and recognition objects in computer vision sector, where researchers recommended OpenCV software and development tool, it’s several and better-remembered library resource for isolating, detecting, and recognition of particular objects, what we would find an appropriate system for detecting and recognition traffic roads signs. The robustness with optimization is…

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(This article belongs to the SP10 (Special Issue on Multidisciplinary Sciences and Engineering 2020-21) & Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
15 Pages, 2,437 KB Download PDF

Comparison of Machine Learning Parametric and Non-Parametric Techniques for Determining Soil Moisture: Case Study at Las Palmas Andean Basin

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 636–650, 2021; DOI: 10.25046/aj060170
Abstract:

Soil moisture is one of the most important variables to monitor in agriculture. Its analysis gives insights about strategies to utilize better a particular area regarding its use, i.e., pasture for cows (or similar), production forests, or even to answer what crops should be planted. The vertical structure of the soil moisture plays an important…

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(This article belongs to the SP10 (Special Issue on Multidisciplinary Sciences and Engineering 2020-21) & Section Agricultural Engineering (AEN))
Open AccessArticle
9 Pages, 2,467 KB Download PDF

Standardized UCI-EGO Dataset for Evaluating 3D Hand Pose Estimation on the Point Cloud

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 1, Page # 1–9, 2021; DOI: 10.25046/aj060101
Abstract:

To evaluate and compare methods in computer vision, scientists must use a benchmark dataset and unified sets of measurements. The UCI-EGO dataset is a standard benchmark dataset for evaluating Hand Pose Estimation (HPE) on depth images. To build robotic arms that perform complex operations such as human hands, the poses of the human hand need…

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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
19 Pages, 3,727 KB Download PDF

The Designing of Institute’s Educational Mascots for Brand Identity

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 6, Page # 1759–1777, 2020; DOI: 10.25046/aj0506210
Abstract:

The purpose of this study is to show how to design the character used as the symbol or Mascot of the educational institution and how to apply the design results into advertising and Brand identity design such as printing art, poster, digital media, toy, and souvenir. In this study, the ideas of mascot design have…

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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
7 Pages, 635 KB Download PDF

A Machine Vision Approach for Underwater Remote Operated Vehicle to Detect Drowning Humans

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 6, Page # 1734–1740, 2020; DOI: 10.25046/aj0506207
Abstract:

Today, Drowning is the 3rd major cause for unintentional injury death accounting for 7% of deaths of all injury deaths. Drowning is a state of suffocation when water or other fluids accumulate the lungs, resulting in respiratory impairment, ultimately leading to death. The predominant problem during rescue operations of such accidental drowning is to locate…

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(This article belongs to the SP10 (Special Issue on Multidisciplinary Sciences and Engineering 2020-21) & Section Ocean Engineering (EOC))
Open AccessArticle
6 Pages, 458 KB Download PDF

Application of Deep Belief Network in Forest Type Identification using Hyperspectral Data

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 6, Page # 1554–1559, 2020; DOI: 10.25046/aj0506186
Abstract:

Forest mapping by remote sensing is a hot topics in forestry. At present, many researchers focus on the research of forest type classification or tree species identification using different machine learning methods and try to improve the accuracy of classification of satellite image. However, forest type classification using deep belief network (DBN) is still limited…

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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
8 Pages, 2,049 KB Download PDF

An Investigation of the Effect of Optimal Plane Spacing Between Electrode Planes for the EIT Industrial Applications

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 6, Page # 1466–1473, 2020; DOI: 10.25046/aj0506176
Abstract:

In this paper, the effect of plane spacing between electrode planes on Electrical Impedance Tomography (EIT) reconstructed images is investigated. Image properties of models for various plane spacings between electrode planes on EIT imaging were investigated by applying conventional measurement strategies. Sensitivity analysis and spatial resolution analysis were used to study the influence of the…

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(This article belongs to the SP10 (Special Issue on Multidisciplinary Sciences and Engineering 2020-21) & Section Electronic Engineering (EEE))
Open AccessArticle
7 Pages, 1,330 KB Download PDF

SH-CNN: Shearlet Convolutional Neural Network for Gender Classification

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 6, Page # 1328–1334, 2020; DOI: 10.25046/aj0506158
Abstract:

Gender detection and age estimation become an active research area and a very important field today, wish has been widely used in various applications including them: biometrics, social network, Targeted advertising, access control, human-computer interaction, electronic customer, etc. The need to further improve the recognition or classification rate keeps increasing day after day. In this…

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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
6 Pages, 1,505 KB Download PDF

Computer Vision for Industrial Robot in Planar Bin Picking Application

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 6, Page # 1244–1249, 2020; DOI: 10.25046/aj0506148
Abstract:

This research presents an effectively autonomous method that can save time and increases productivity for an assembly line in industry by using a 6DOF manipulator and computer vision. The objects are flat, aluminum type and randomly stacked in a box. Firstly, 2D color image processing is performed to label the object, then using 3D pose…

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(This article belongs to the SP10 (Special Issue on Multidisciplinary Sciences and Engineering 2020-21) & Section Robotics (ROB))
Open AccessArticle
6 Pages, 1,149 KB Download PDF

Feature Gate Computational Top-Down Model for Target Detection

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 6, Page # 1001–1006, 2020; DOI: 10.25046/aj0506120
Abstract:

Computer vision is a technique used for processing images and videos which are increasingly becoming ubiquitous day by day. Technologies developed are revolving around human needs and demands high computational power as volume of data increases. The extraction of the necessary information for processing, that is independent of various scene complexity is a challenging task.…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
16 Pages, 3,908 KB Download PDF

A Simulation Based Proactive Approach for Smart Capacity Estimation in the Context of Dynamic Positions and Events

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 6, Page # 423–438, 2020; DOI: 10.25046/aj050651
Abstract:

Technologies are growing with the passage of time and providing solutions for the existing problems. One of such problems is to manage the crowd according to available capacity. Especially when the crowd density is dynamic because of dynamic position of the persons (Pilgrims). Not only dynamic position of the pilgrims makes crowd capacity dynamic but…

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(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Interdisciplinary Applications of Computer Science (CSI))
Open AccessArticle
8 Pages, 1,176 KB Download PDF

A Toolkit for the Automatic Analysis of Human Behavior in HCI Applications in the Wild

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 6, Page # 185–192, 2020; DOI: 10.25046/aj050622
Abstract:

Nowadays, smartphones and laptops equipped with cameras have become an integral part of our daily lives. The pervasive use of cameras enables the collection of an enormous amount of data, which can be easily extracted through video images processing. This opens up the possibility of using technologies that until now had been restricted to laboratories,…

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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
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
11 Pages, 1,998 KB Download PDF

A Circular Invariant Convolution Model-Based Mapping for Multimodal Change Detection

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 1288–1298, 2020; DOI: 10.25046/aj0505155
Abstract:

The large and ever-increasing variety of remote sensing sensors used in satellite imagery today explains why detecting changes between identical locations in images that are captured, at two separate times, from heterogeneous capturing systems is a major and challenging recent research problem in the field of satellite imaging for fast and accurate determination of temporal…

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(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Remote Sensing (RMS))
Open AccessArticle
10 Pages, 1,623 KB Download PDF

Feature Extractors Evaluation Based V-SLAM for Autonomous Vehicles

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 1137–1146, 2020; DOI: 10.25046/aj0505138
Abstract:

Visual Simultaneous Localization and Mapping known as V-SLAM, is an essential task for autonomous vehicles. It can be carried out using several sensors, in particular with on board cameras. To locate a vehicle, SLAM algorithms are based on two main tasks. The first task (front-end kernel) is intended to process images in order to provide…

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(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Instruments & Instrumentation (IIN))
Open AccessArticle
7 Pages, 1,435 KB Download PDF

Design and Implementation of Aerial Vehicle Remote Sensing and Surveillance System, Dehazing Technique Using Modified Dark Channel Prior

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 1111–1117, 2020; DOI: 10.25046/aj0505135
Abstract:

After studying the aviation problems in Iraq, on one hand, and because Iraq has various weather characteristics due to its different terrains (i.e. mountains, plain fields, and deserts). We discussed these problems with pilots and aviation specialists, and came to the conclusion that the main offset faced is vision deficiency is foggy and dusty weather.…

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(This article belongs to Section Multidisciplinary Engineering (EMU))
Open AccessArticle
11 Pages, 2,837 KB Download PDF

Dense SIFT–Flow based Architecture for Recognizing Hand Gestures

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 944–954, 2020; DOI: 10.25046/aj0505115
Abstract:

Several challenges like changes in brightness, dynamic background, occlusion and inconsistency of camera position make the recognition of hand gestures difficult in any vision-based method. Diversity in finger shape, size, distribution and motion dynamics is also a big constraint. This leads to the motivation in developing a dense Scale Invariant Feature Transform (SIFT) flow based…

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(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Interdisciplinary Applications of Computer Science (CSI))
Open AccessArticle
10 Pages, 3,303 KB Download PDF

Classification of Handwritten Names of Cities and Handwritten Text Recognition using Various Deep Learning Models

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 934–943, 2020; DOI: 10.25046/aj0505114
Abstract:

This article discusses the problem of handwriting recognition in Kazakh and Russian languages. This area is poorly studied since in the literature there are almost no works in this direction. We have tried to describe various approaches and achievements of recent years in the development of handwritten recognition models in relation to Cyrillic graphics. The…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
12 Pages, 1,207 KB Download PDF

Innovative Solution for Parking-Sharing of Private Institutions Using Various Occupancy Tracking Methods

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 808–819, 2020; DOI: 10.25046/aj050598
Abstract:

This work presents an innovative solution for parking-sharing of private institutions based on daily occupancy patterns and using different real time tracking methods of vacant parking slots. The research objective consists in finding the most accurate cars detection method, for determining of vacant parking slots and updating them on application web page. Beside the technical…

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(This article belongs to the SP9 (Special Issue on Multidisciplinary Innovation in Engineering Science & Technology 2020) & Section Interdisciplinary Applications of Computer Science (CSI))
Open AccessArticle
5 Pages, 788 KB Download PDF

Brain Tumor Classification Using Deep Neural Network

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 765–769, 2020; DOI: 10.25046/aj050593
Abstract:

Brain tumors are a type of tumor with a high mortality rate. Since multifocal-looking tumors in the brain can resemble multicentric gliomas or gliomatosis, accurate detection of the tumor is required during the treatment process. The similarity of neurological and radiological findings also complicates the classification of these tumors. Fast and accurate classification is important…

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(This article belongs to the SP10 (Special Issue on Multidisciplinary Sciences and Engineering 2020-21) & Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
5 Pages, 1,867 KB Download PDF

Facial Expression Recognition using Facial Landmarks: A Novel Approach

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 5, Page # 24–28, 2020; DOI: 10.25046/aj050504
Abstract:

The universally common mode of interaction is the human emotions. Thus, there are several advantages of automated recognition of human facial expressions. The primary objective of the proposed framework in this paper, is to classify a person’s facial expression into anger, contempt, disgust, fear, happiness, sadness and surprise. Firstly, CLAHE is performed on the image…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
8 Pages, 805 KB Download PDF

Design of Aerial Panoramic Photography: Contrast between Industrialized and Natural Zones

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 849–856, 2020; DOI: 10.25046/aj050499
Abstract:

This study utilized aerial panoramic photography and 3D virtual reality to demonstrate the environmental changing issues. Environmental problems have occurred in the surroundings for a long time, but the public has gradually become numb. The wide view through aerial photography helps to show the difference. The proposed self-assembled drone equipped with an antishock bracket containing…

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(This article belongs to Section Environmental Engineering (EEV))
Open AccessArticle
6 Pages, 4,326 KB Download PDF

A Method for Detecting Human Presence and Movement Using Impulse Radar

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 770–775, 2020; DOI: 10.25046/aj050491
Abstract:

Using non-invasive and non-contact sensors to measure a person’s presence or movement helps improve the quality of life for both healthy people and patients. In this paper, a method of measuring the presence and motion of a person is proposed by utilizing UWB Impulse Radar, which is low power consumption and safe to radiate to…

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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
9 Pages, 2,022 KB Download PDF

Towards Classification of Shrimp Diseases Using Transferred Convolutional Neural Networks

Advances in Science, Technology and Engineering Systems Journal, Volume 5, Issue 4, Page # 724–732, 2020; DOI: 10.25046/aj050486
Abstract:

Vietnam is one of the top 5 largest shrimp exporters globally, and Mekong delta of Vietnam contributes more than 80% of total national production. Along with intensive farming and growing shrimp farming area, diseases are a severe threat to productivity and sustainable development. Timely response to emerging shrimp diseases is critical. Early detection and treatment…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))

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