Browsing Software Engineering by Author "Ghadi, Yazeed Yasin"
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Automatic Anomaly Monitoring in Public Surveillance Areas
Alarfaj, Mohammed; Pervaiz, Mahwish; Ghadi, Yazeed Yasin; Al Shloul, Tamara; Alsuhibany, Suliman A.; Jalal, Ahmad; Park, Jeongmin (Tech Science Press, 2022)With the dramatic increase in video surveillance applications and public safety measures, the need for an accurate and effective system for abnormal/sus-picious activity classification also increases. Although it has ... -
A Compact Rat-Race Coupler with Harmonic Suppression for GSM Applications: Design and Implementation Using Artificial Neural Network
Yahya, Salah I.; Roshani, Saeed; Ami, Mohammad; Ghadi, Yazeed Yasin; Chaudhary, Muhammad Akmal; Roshani, Sobhan (Multidisciplinary Digital Publishing Institute (MDPI), 2023)In this paper, a compact microstrip rat-race coupler at a 950 MHz operating frequency is designed, simulated, and fabricated. New branches are proposed in this design using high-/low- impedance open-ended resonators. In ... -
CP_DeepNet: a novel automated system for COVID-19 and pneumonia detection through lung X-rays
Mehmood, Muhammad Hamza; Hassan, Farman; Rahman, Auliya Ur; Khan, Wasiat; Mostafa, Samih M.; Ghadi, Yazeed Yasin; Algarni, Abdulmohsen; Ali, Mudasser (Springer, 2024)In recent years, the COVID-19 outbreak has affected humanity across the globe. The frequent symptoms of COVID-19 are identical to the normal flu, such as fever and cough. COVID-19 disseminates rapidly, and it has become a ... -
Multi-Person Tracking and Crowd Behavior Detection via Particles Gradient Motion Descriptor and Improved Entropy Classifier
Abdullah, Faisal; Ghadi, Yazeed Yasin; Gochoo, Munkhjargal; Jalal, Ahmad; Kim, Kibum (MDPI AG., 2021)To prevent disasters and to control and supervise crowds, automated video surveillance has become indispensable. In today’s complex and crowded environments, manual surveillance and monitoring systems are inefficient, labor ... -
A New Hybrid Forecasting Model Based on Dual Series Decomposition with Long-Term Short-Term Memory
Tang, Hao; Bhatti, Uzair Aslam; Li, Jingbing; Marjan, Shah; Baryalai, Mehmood; Assam, Muhammad; Ghadi, Yazeed Yasin; Mohamed, Heba G. (Wiley-Hindawi, 2023)In recent years, ozone (O3) has gradually become the primary pollutant plaguing urban air quality. Accurate and efficient ozone prediction is of great significance to the prevention and control of ozone pollution. The air ... -
A smart surveillance system for people counting and tracking using particle flow and modified som
Pervaiz, Mahwish; Ghadi, Yazeed Yasin; Gochoo, Munkhjargal; Jalal, Ahmad; Kamal, Shaharyar; Kim, Dong-Seong (MDPI AG., 2021)Based on the rapid increase in the demand for people counting and tracking systems for surveillance applications, there is a critical need for more accurate, efficient, and reliable systems. The main goal of this study was ... -
Smartphone Sensors Based Physical Life-Routine for Health Education
Al Shloul, Tamara; Azmat, Usman; Alsuhibany, Suliman A.; Ghadi, Yazeed Yasin; Jalal, Ahmad; Park, Jeongmin (Tech Science Press, 2022)The physical and the mental health of a human being largely depends upon his physical life-routine (PLR) and today’s much advanced technological methods make it possible to recognize and keep track of an individual’s PLR. ... -
A Systematic Deep Learning Based Overhead Tracking and Counting System Using RGB-D Remote Cameras
Gochoo, Munkhjargal; Rizwan, Syeda Amna; Ghadi, Yazeed Yasin; Jalal, Ahmad; Kim, Kibum (MDPI AG., 2021)Automatic head tracking and counting using depth imagery has various practical applications in security, logistics, queue management, space utilization and visitor counting. However, no currently available system can clearly ...