Blending big data analytics: Review on challenges and a recent study

F Amalina, IAT Hashem, ZH Azizul, AT Fong… - Ieee …, 2019 - ieeexplore.ieee.org
With the collection of massive amounts of data every day, big data analytics has emerged as
an important trend for many organizations. These collected data can contain important …

A review on various methodologies used for vehicle classification, helmet detection and number plate recognition

S Sanjana, S Sanjana, VR Shriya, G Vaishnavi… - Evolutionary …, 2021 - Springer
Vehicle detection and classification has been an area of application of image processing
and machine learning which is being researched extensively in accordance with its …

A novel big data analytics framework for smart cities

AMS Osman - Future Generation Computer Systems, 2019 - Elsevier
The emergence of smart cities aims at mitigating the challenges raised due to the
continuous urbanization development and increasing population density in cities. To face …

Detection of motorcyclists without helmet in videos using convolutional neural network

C Vishnu, D Singh, CK Mohan… - 2017 International joint …, 2017 - ieeexplore.ieee.org
In order to ensure the safety measures, the detection of traffic rule violators is a highly
desirable but challenging task due to various difficulties such as occlusion, illumination, poor …

Real-time detection of motorcyclist without helmet using cascade of cnns on edge-device

D Singh, C Vishnu, CK Mohan - 2020 IEEE 23rd International …, 2020 - ieeexplore.ieee.org
The real-time detection of traffic rule violators in a city-wide surveillance network is a highly
desirable but challenging task because it needs to perform computationally complex …

Artificial intelligence based data processing algorithm for video surveillance to empower industry 3.5

MT Nguyen, LH Truong, TT Tran, CF Chien - Computers & Industrial …, 2020 - Elsevier
Nowadays, the demand of camera surveillance systems (CSS) has been increasingly
adopted in various industries for smart manufacturing. However, the increase of utilizing …

Smart cities and big data analytics: a data-driven decision-making use case

AM Shahat Osman, A Elragal - Smart Cities, 2021 - mdpi.com
Interest in smart cities (SCs) and big data analytics (BDA) has increased in recent years,
revealing the bond between the two fields. An SC is characterized as a complex system of …

Data-driven decisions in smart cities: A digital transformation case study

AMS Osman, AA Elragal, A Ståhlbröst - Applied Sciences, 2022 - mdpi.com
The relationship between big data analytics (BDA) and smart cities (SCs) has been
addressed in several articles. However, few articles have investigated the influence of …

Detection of motorcycles in urban traffic using video analysis: A review

JE Espinosa, SA Velastín… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Motorcycles are Vulnerable Road Users (VRU) and as such, in addition to bicycles and
pedestrians, they are the traffic actors most affected by accidents in urban areas. Automatic …

[图书][B] Buildings and Semantics: Data Models and Web Technologies for the Built Environment

P Pauwels, K McGlinn - 2022 - books.google.com
The built environment has been digitizing rapidly and is now transforming into a physical
world that is at all times supplemented by a fully web-supported and interconnected digital …