Search Results - "Siddiqi, Muhammad Hameed"

Hierarchical recognition scheme for human facial expression recognition systems by Siddiqi, Muhammad Hameed, Lee, Sungyoung, Lee, Young-Koo, Khan, Adil Mehmood, Truc, Phan Tran Ho

“…Over the last decade, human facial expressions recognition (FER) has emerged as an important research area. Several factors make FER a challenging research…”
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Traffic accident detection and condition analysis based on social networking data by Ali, Farman, Ali, Amjad, Imran, Muhammad, Naqvi, Rizwan Ali, Siddiqi, Muhammad Hameed, Kwak, Kyung-Sup

“…•The accurate detection of traffic accidents is essential to reduce serious injuries and fatalities.•Sensors and social networking platforms can provide rich…”
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Accurate and robust facial expression recognition system using real-time YouTube-based datasets by Siddiqi, Muhammad Hameed

“…This paper presents an accurate and robust real-time FER system. In this system, an unsupervised technique based on active contour (AC) model is adopted in…”
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Human Facial Expression Recognition Using Stepwise Linear Discriminant Analysis and Hidden Conditional Random Fields by Siddiqi, Muhammad Hameed, Ali, Rahman, Khan, Adil Mehmood, Young-Tack Park, Sungyoung Lee

“…This paper introduces an accurate and robust facial expression recognition (FER) system. For feature extraction, the proposed FER system employs stepwise…”
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An improved gaussian mixture hidden conditional random fields model for audio-based emotions classification by Siddiqi, Muhammad Hameed

“…The analysis of human emotions plays a significant role in providing sufficient information about patients in monitoring their feelings for better management…”
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Edge Detection-Based Feature Extraction for the Systems of Activity Recognition by Siddiqi, Muhammad Hameed, Alrashdi, Ibrahim

“…Human activity recognition (HAR) is a fascinating and significant challenging task. Generally, the accuracy of HAR systems relies on the best features from the…”
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Sharpening and Detection of Road Studs for Intelligent Vehicles at Nighttime by Siddiqi, Muhammad Hameed, Alrashdi, Ibrahim

“…Intelligent vehicles need to survive against various environments on roads such as sunlit, unclear, showery, shadowy, and inside tunnel conditions. This…”
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Development of a Smart Signalization for Emergency Vehicles by Siddiqi, Muhammad Hameed, Alruwaili, Madallah, Tarimer, İlhan, Karadağ, Buse Cennet, Alhwaiti, Yousef, Khan, Faheem

“…As the population increases, the number of motorized vehicles on the roads also increases. As the number of vehicles increases, traffic congestion occurs…”
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A robust clustering algorithm using spatial fuzzy C-means for brain MR images by Alruwaili, Madallah, Siddiqi, Muhammad Hameed, Javed, Muhammad Arshad

“…Magnetic Resonance Imaging (MRI) is a medical imaging modality that is commonly employed for the analysis of different diseases. However, these images come…”
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Dynamic Wireless Information and Power Transfer Scheme for Nano-Empowered Vehicular Networks by Feng, Li, Ali, Amjad, Iqbal, Muddesar, Ali, Farman, Raza, Imran, Siddiqi, Muhammad Hameed, Shafiq, Muhammad, Hussain, Syed Asad

“…In this article, we investigate the wireless power transfer and energy-efficiency (EE) optimization problem for nano-empowered vehicular networks operating…”
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Exploratory data analysis of acceleration signals to select light-weight and accurate features for real-time activity recognition on smartphones by Khan, Adil Mehmood, Siddiqi, Muhammad Hameed, Lee, Seok-Won

“…Smartphone-based activity recognition (SP-AR) recognizes users' activities using the embedded accelerometer sensor. Only a small number of previous works can…”
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Image Splicing-Based Forgery Detection Using Discrete Wavelet Transform and Edge Weighted Local Binary Patterns by Siddiqi, Muhammad Hameed, Asghar, Khurshed, Draz, Umar, Ali, Amjad, Alruwaili, Madallah, Alhwaiti, Yousef, Alanazi, Saad, Kamruzzaman, M. M.

“…With the advancement of the multimedia technology, the extensive accessibility of image editing applications makes it easier to tamper the contents of digital…”
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Adaptively Directed Image Restoration Using Resilient Backpropagation Neural Network by Nawaz, Waqas, Siddiqi, Muhammad Hameed, Almadhor, Ahmad

“…In this modern era, visual data transmission, processing, and analysis play a vital role in daily life. Image denoising is the process of approximately…”
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FANET: Smart city mobility off to a flying start with self‐organized drone‐based networks by Siddiqi, Muhammad Hameed, Draz, Umar, Ali, Amjad, Iqbal, Muddesar, Alruwaili, Madallah, Alhwaiti, Yousef, Alanazi, Saad

“…Due to recent advancements in smart city traffic and transport monitoring industry 4.0 applications. Flying Ad‐Hoc Networks (FANETs) ability to cover…”
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An Enhanced Machine Learning Approach for Brain MRI Classification by Siddiqi, Muhammad Hameed, Azad, Mohammad, Alhwaiti, Yousef

“…Magnetic Resonance Imaging (MRI) is a noninvasive technique used in medical imaging to diagnose a variety of disorders. The majority of previous systems…”
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FAIR Health Informatics: A Health Informatics Framework for Verifiable and Explainable Data Analysis by Siddiqi, Muhammad Hameed, Idris, Muhammad, Alruwaili, Madallah

“…The recent COVID-19 pandemic has hit humanity very hard in ways rarely observed before. In this digitally connected world, the health informatics and…”
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A Precise Medical Imaging Approach for Brain MRI Image Classification by Siddiqi, Muhammad Hameed, Alsayat, Ahmed, Alhwaiti, Yousef, Azad, Mohammad, Alruwaili, Madallah, Alanazi, Saad, Kamruzzaman, M. M., Khan, Asfandyar

“…Magnetic resonance imaging (MRI) is an accurate and noninvasive method employed for the diagnosis of various kinds of diseases in medical imaging. Most of the…”
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A Novel Feature Selection Method for Video-Based Human Activity Recognition Systems by Siddiqi, Muhammad Hameed, Alruwaili, Madallah, Ali, Amjad

“…This paper introduces a new feature selection approach for human activity recognition systems to accurately recognize the human activities. We proposed…”
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Deep Learning-based YOLO Models for the Detection of People with Disabilities by Alruwaili, Madallah, Atta, Muhammad Nouman, Siddiqi, Muhammad Hameed, Khan, Abdullah, Khan, Asfandyar, Alhwaiti, Yousef, Alanazi, Saad

“…The current methods, while in use, continue to grapple with accuracy and effectiveness concerns. It is imperative to establish dependable solutions capable of…”
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Hybrid Fuzzy Logic Scheme for Efficient Channel Utilization in Cognitive Radio Networks by Ali, Amjad, Abbas, Laraib, Shafiq, Muhammad, Bashir, Ali Kashif, Afzal, Muhammad Khalil, Liaqat, Hannan Bin, Siddiqi, Muhammad Hameed, Kwak, Kyung Sup

“…The proliferation of mobile devices and the heterogeneous environment of wireless communications have increased the need for additional spectrum for data…”
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