
dr inż. Przemysław Falkowski-Gilski
Employment
- Assistant professor at Department Of Geoinformatics
Social media
Contact
Assistant professor
- Workplace
-
Budynek A Elektroniki
room EA 329 open in new tab - Phone
- +48 58 347 18 11
- przemyslaw.falkowski@eti.pg.edu.pl
Publication showcase
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An optimized system for sensor ontology meta-matching using swarm intelligent algorithm
It is beneficial to annotate sensor data with distinct sensor ontologies in order to facilitate interoperability among different sensor systems. However, for this interoperability to be possible, comparable sensor ontologies are required since it is essential to make meaningful links between relevant sensor data. Swarm Intelligent Algorithms (SIAs), namely the Beetle Swarm Optimisation Algorithm (BSO), present a possible answer...
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Feature Weighted Attention-Bidirectional Long Short Term Memory Model for Change Detection in Remote Sensing Images
In remote sensing images, change detection (CD) is required in many applications, such as: resource management, urban expansion research, land management, and disaster assessment. Various deep learning-based methods were applied to satellite image analysis for change detection, yet many of them have limitations, including the overfitting problem. This research proposes the Feature Weighted Attention (FWA) in Bidirectional Long...
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Detection of Alzheimer's disease using Otsu thresholding with tunicate swarm algorithm and deep belief network
Introduction: Alzheimer’s Disease (AD) is a degenerative brain disorder characterized by cognitive and memory dysfunctions. The early detection of AD is necessary to reduce the mortality rate through slowing down its progression. The prevention and detection of AD is the emerging research topic for many researchers. The structural Magnetic Resonance Imaging (sMRI) is an extensively used imaging technique in detection of AD, because...
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