Browsing by Author "Rasheed, Jawad"
Now showing items 1-14 of 14
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Automatic Video Indexing and Retrieval System for Turkish Videos
Rasheed, Jawad; Jamil, Akhtar; Yahyaoui, Amani; Madey, Ahmed Sheikh Abdullahi (Ieee, 2020)A continual increase in multimedia data needs a sophisticated automatic video indexing and retrieval system based on its content. This paper exploited statistical feature along with some morphological operations to detect ... -
COVID-19 in the Age of Artificial Intelligence: A Comprehensive Review
Rasheed, Jawad; Jamil, Akhtar; Hameed, Alaa Ali; Al-Turjman, Fadi; Rasheed, Ahmad (Springer Heidelberg, 2021)The recent COVID-19 pandemic, which broke at the end of the year 2019 in Wuhan, China, has infected more than 98.52 million people by today (January 23, 2021) with over 2.11 million deaths across the globe. To combat the ... -
A decision support system for diabetes prediction using machine learning and deep learning techniques
Yahyaoui, Amani; Jamil, Akhtar; Rasheed, Jawad; Yesiltepe, Mirsat (Institute of Electrical and Electronics Engineers Inc., 2019)With the continuing increase in the number of the deadly diseases that threaten both human health and life, medical Decision Support Systems (DSS) continue to prove their effectiveness in providing physicians and other ... -
Deep learning based Turkish video indexing and retrieval system
Rasheed, Jawad (İstanbul Sabahattin Zaim Üniversitesi, 2021)The continual technological advancement of handheld devices and personal computers over past few decades has reshaped the world's communication system by enabling the humans and robots to capture and share images and videos ... -
A deep learning-based method for Turkish text detection from videos
Rasheed, Jawad; Jamil, Akhtar; Doğru, Hasibe Büşra; Tilki, Sahra; Yesiltepe, Mirsat (Ieee, 2019)The text appearing in videos provides useful information, which can be exploited for developing automatic video indexing and retrieval systems. In this study, we integrated a heuristic and a deep learning-based method using ... -
Effects of glow data augmentation on face recognition system based on deep learning
Rasheed, Jawad; Alimovski, Erdal; Rasheed, A.; Şirin, Yahya; Jamil, Akhtar; Yesiltepe, M. (Institute of Electrical and Electronics Engineers Inc., 2020)Biometric artificial intelligence application depends on amount of material on which they are trained. In this paper, we integrated Glow data augmentation technique to diversify the facial images dataset to analyze its ... -
Fault Prediction of Wind Turbine Gearbox Based on SCADA Data and Machine Learning
Rashid, Haroon; Khalaji, Erfan; Rasheed, Jawad; Batunlu, Canras (Ieee, 2020)As the demand for wind power continues to grow at an exponential rate, reducing operation and maintenance expenses and improving reliability has become pinnacle priorities in wind turbine maintenance strategies. Prediction ... -
Hexadecimal hash value hiding in a message in web service against deep learning
Yesiltepe, Misrat; Jamil, Akthar; Rasheed, Jawad; Kurulay, Muhammet (Ieee, 2019)One of the main aim of information security is to communicate information from the one environment to the other. This is one of the main purposes of message security in web services. Even though the main objectives of ... -
Local statistical features for multilingual artificial text detection from video images
Jamil, Akhtar; Rasheed, Jawad; Bayram, Bülent (2019)Textual information present in videos or images offers very compact and accurate form of information that can be exploited for semantic analysis of multimedia content. This paper exploited statistical features for ... -
A machine learning-based framework for diagnosis of COVID-19 from chest X-ray images
Rasheed, Jawad; Hameed, Alaa Ali; Djeddi, Chawki; Jamil, Akhtar; Al-Turjman, Fadi (Springer Heidelberg, 2021)Corona virus disease (COVID-19) acknowledged as a pandemic by the WHO and mankind all over the world is vulnerable to this virus. Alternative tools are needed that can help in diagnosis of the coronavirus. Researchers of ... -
mHealth: Blood Donation Application using Android Smartphone
Fahim, Muhammad; Cebe, Halil Ibrahim; Rasheed, Jawad; Kiani, Farzad (IEEE, 2016)mHealth is new horizons for health that offers healthcare services by utilizing the mobile devices and communication technologies. In health care services, blood donation is a complex process and consumes time to find some ... -
MManagement: Wi-Fi Hotspot based attendance application using android smartphone
Rasheed, Jawad; Alimovski, Erdal; Rasheed, A. (Institute of Electrical and Electronics Engineers Inc., 2019)mManagement is new area for managing the business and human resource tasks that offers services by advance communication technologies and smart devices. Attendance is a hectic and time-consuming process in our daily lives. ... -
A survey on artificial intelligence approaches in supporting frontline workers and decision makers for the COVID-19 pandemic
Rasheed, Jawad; Jamil, Akhtar; Hameed, Alaa Ali; Aftab, U.; Aftab, J.; Shah, S.A.; Draheim, D. (Elsevier Ltd, 2020)While the world has experience with many different types of infectious diseases, the current crisis related to the spread of COVID-19 has challenged epidemiologists and public health experts alike, leading to a rapid search ... -
Turkish text detection system from videos using machine learning and deep learning techniques
Rasheed, Jawad; Doğru, Hasibe Büşra; Jamil, Akhtar (Institute of Electrical and Electronics Engineers Inc., 2020)With the advancement in smart devices and high-speed internet, a continual increase in videos demands an efficient and automatic video indexing and retrieval system. To accomplish it, content-based video indexing is an ...
