Practical implications and challenges of multispectral image analysis

SM Jameel, AR Gilal, SSH Rizvi… - 2020 3rd …, 2020 - ieeexplore.ieee.org
Multispectral Image Analysis (MIA) is an exciting area of research and famous due to its
utilization in geo monitoring, such as environmental change detection and region …

Adaptive CNN ensemble for complex multispectral image analysis

SM Jameel, MA Hashmani, M Rehman… - Complexity, 2020 - Wiley Online Library
Multispectral image classification has long been the domain of static learning with
nonstationary input data assumption. The prevalence of Industrial Revolution 4.0 has led to …

Analysis of the potential use of unmanned aerial vehicles and image processing methods to support road and parking space management in urban transport

A Kujawski, M Nürnberg - Sustainability, 2023 - mdpi.com
Progressive urban density affects city centers especially and results in growing congestion,
lack of parking spaces, and increasing environmental costs of transportation, causing …

Processing and integration of multimodal image data supporting the detection of behaviors related to reduced concentration level of motor vehicle users

A Smoliński, P Forczmański, A Nowosielski - Electronics, 2024 - mdpi.com
This paper introduces a comprehensive framework for the detection of behaviors indicative
of reduced concentration levels among motor vehicle operators, leveraging multimodal …

Advanced Driver Assistance System for the drowsiness detection using facial landmarks

LDS Cueva, J Cordero - 2020 15th iberian conference on …, 2020 - ieeexplore.ieee.org
This paper presents the development of a solution to detect a driver's drowsiness in real time
and issue alerts to avoid possible traffic accidents. In particular, an analysis of the methods …

Improving the safety of urban freight deliveries by organization of the transportation process considering driver's state

A Galkin, N Davidich, L Filina-Dawidowicz… - Transportation research …, 2019 - Elsevier
Nowadays, the problem of ensuring traffic safety has become especially acute due to the
growth of the number of enterprises engaged in goods transportation. The driver is the main …

Gesture-based user interface for vehicle on-board system: a questionnaire and research approach

K Małecki, A Nowosielski, M Kowalicki - Applied Sciences, 2020 - mdpi.com
Touchless interaction with electronic devices using gestures is gaining popularity and along
with speech-based communication offers their users natural and intuitive control methods …

The computer simulation of cellular automata traffic model with the consideration of vehicle-to-infrastructure communication technology

K Małecki, M Gabryś - Simulation, 2020 - journals.sagepub.com
Based on the two-lane, symmetric traffic model (STCA), a modified traffic model, including
Vehicle-to-Infrastructure (V2I) communication (STCA V2I model, for short), is presented. The …

Touchless typing with head movements captured in thermal spectrum

A Nowosielski, P Forczmański - Pattern Analysis and Applications, 2019 - Springer
Many physically challenged people are unable to operate standard electronic equipment or
computer input devices. They need special assistive technologies and one of the options is …

Pedestrian detection in severe lighting conditions: Comparative study of human performance vs thermal-imaging-based automatic system

A Nowosielski, K Małecki, P Forczmański… - Progress in Computer …, 2020 - Springer
The paper discusses the problem of human body detection in severe lighting condition from
the driver perspective. Results of a study of threat situation recognition, defined as the …