Opportunities, applications, and challenges of edge-AI enabled video analytics in smart cities: a systematic review

E Badidi, K Moumane, F El Ghazi - IEEE Access, 2023 - ieeexplore.ieee.org
Video analytics with deep learning techniques has generated immense interest in academia
and industry, captivating minds with its transformative potential. Deep learning techniques …

Deep learning ensemble-based automated and high-performing recognition of coffee leaf disease

D Novtahaning, HA Shah, JM Kang - Agriculture, 2022 - mdpi.com
Coffee is the world's most traded tropical crop, accounting for most export profits, and is a
significant source of income for the countries in which it is produced. To meet the needs of …

Denial of service attack classification using machine learning with multi-features

F Rustam, MF Mushtaq, A Hamza, MS Farooq… - Electronics, 2022 - mdpi.com
The exploitation of internet networks through denial of services (DoS) attacks has
experienced a continuous surge over the past few years. Despite the development of …

A novel front door security (FDS) algorithm using GoogleNet-BiLSTM hybridization

LPO Paula, N Faruqui, I Mahmud… - IEEE …, 2023 - ieeexplore.ieee.org
Security has always been a significant concern since the dawn of human civilization. That is
why we build houses to keep ourselves and our belongings safe. And we do not hesitate to …

Railway track fault detection using selective MFCC features from acoustic data

F Rustam, A Ishaq, MSA Hashmi, HUR Siddiqui… - Sensors, 2023 - mdpi.com
Railway track faults may lead to railway accidents and cause human and financial loss.
Spatial, temporal, and weather elements, and wear and tear, lead to ballast, loose nuts …

Trackez: an iot-based 3d-object tracking from 2d pixel matrix using mez and fsl algorithm

N Faruqui, MA Kabir, MA Yousuf… - IEEE …, 2023 - ieeexplore.ieee.org
The imaging devices sense light reflected from objects and reconstruct images using the 2D-
sensor matrix. It is a 2D Cartesian coordinate system where the depth dimension is absent …

Empowering lower limb disorder identification through PoseNet and artificial intelligence

HUR Siddiqui, AA Saleem, MA Raza, SG Villar… - Diagnostics, 2023 - mdpi.com
A novel approach is presented in this study for the classification of lower limb disorders, with
a specific emphasis on the knee, hip, and ankle. The research employs gait analysis and the …

[HTML][HTML] Cloud iaas optimization using machine vision at the iot edge and the grid sensing algorithm

N Faruqui, S Achar, S Racherla, V Dhanawat… - Sensors, 2024 - mdpi.com
Security grids consisting of High-Definition (HD) Internet of Things (IoT) cameras are gaining
popularity for organizational perimeter surveillance and security monitoring. Transmitting HD …

FogTrust: fog-integrated multi-leveled trust management mechanism for internet of things

A Rehman, KA Awan, I Ud Din, A Almogren… - Technologies, 2023 - mdpi.com
The Internet of Things (IoT) is widely used to reduce human dependence. It is a network of
interconnected smart devices with internet connectivity that can send and receive data …

White blood cell classification using texture and RGB features of oversampled microscopic images

F Rustam, N Aslam, I De La Torre Díez, YD Khan… - Healthcare, 2022 - mdpi.com
White blood cell (WBC) type classification is a task of significant importance for diagnosis
using microscopic images of WBC, which develop immunity to fight against infections and …