AI-powered intelligent seaport mobility: enhancing container drayage efficiency through computer vision and deep learning

H Lee, I Chatterjee, G Cho - Applied Sciences, 2023 - mdpi.com
The rapid urbanization phenomenon has introduced multifaceted challenges across various
domains, including housing, transportation, education, health, and the economy. This …

Optimizing poultry audio signal classification with deep learning and burn layer fusion

E Hassan, S Elbedwehy, MY Shams, T Abd El-Hafeez… - Journal of Big Data, 2024 - Springer
This study introduces a novel deep learning-based approach for classifying poultry audio
signals, incorporating a custom Burn Layer to enhance model robustness. The methodology …

Real time car model and plate detection system by using deep learning architectures

T Mustafa, M Karabatak - IEEE Access, 2024 - ieeexplore.ieee.org
The advent of deep learning has revolutionized computer vision, enabling real-time analysis
crucial for traffic management and vehicle identification. This research introduces a system …

Intelligent parking space management: a binary classification approach for detecting vacant spots

H Errousso, EAA Alaoui, S Benhadou… - Multimedia Tools and …, 2024 - Springer
In the wake of escalating urban vehicle proliferation, major cities grapple with intensified
traffic congestion, elevated air pollution, and acute scarcity of parking spaces. Addressing …

Short-time photovoltaic output prediction method based on depthwise separable convolution Visual Geometry group-deep gate recurrent neural network

L Zhang, S Zhao, G Zhao, L Wang, B Liu… - Frontiers in Energy …, 2024 - frontiersin.org
In response to the issue of short-term fluctuations in photovoltaic (PV) output due to cloud
movement, this paper proposes a method for forecasting short-term PV output based on a …

Advanced Optimization-based Weighted Features for Ensemble Deep Learning Smart Occupancy Detection Network for Road Traffic Parking

B Padmavathi, V Selvaraj - Journal of Network and Computer Applications, 2024 - Elsevier
In day-to-day activities, the advanced technology like Internet of Things (IoT) emerges to
improve the lifestyle of people. In metropolitan cities, real-time parking is the long-lasting …

Real-Time Long-Range Object Tracking Based on Ensembled Model

M Faseeh, M Bibi, MA Khan, DH Kim - IEEE Access, 2024 - ieeexplore.ieee.org
Accurate Object distance estimation with recognition is essential for various computer vision
(CV) applications, including autonomous vehicles and many military operations. While …

Research on parking space detection algorithm in complex environments based on improved YOLOv7

W Wang, W Zhang, H Zhang… - … Science and Technology, 2023 - iopscience.iop.org
In the context of complex parking environments, vehicle parking space detection faces
challenges such as multi-scale, multi-angle, and occlusion issues, leading to low detection …

SDIoTPark: A Data Analytics Framework for Smart Parking Using SDN Based IoT

SZ Marshoodulla, G Saha - IEEE Internet of Things Journal, 2024 - ieeexplore.ieee.org
An enhanced data analytic framework supported by a flexible and manageable underlying
network infrastructure is vital to maximize the utilization of IoT technology. IoT technology …

Enhancing parking facility of container drayage in seaports: A study on integrating computer vision and AI

H Lee, I Chatterjee, G Cho - 2023 IEEE 6th International …, 2023 - ieeexplore.ieee.org
Revolutionizing seaport operations is imperative for rapid urbanization in housing,
transportation, education, health, and the economy. For this, the integration of artificial …