Marek Kraft

Marek Kraft

Politechnika Poznanska

H-index: 13

Europe-Poland

About Marek Kraft

Marek Kraft, With an exceptional h-index of 13 and a recent h-index of 8 (since 2020), a distinguished researcher at Politechnika Poznanska, specializes in the field of image processing, computer vision, machine learning, embedded systems, robotics.

His recent articles reflect a diverse array of research interests and contributions to the field:

A fast, lightweight deep learning vision pipeline for autonomous UAV landing support with added robustness

ISO-compatible personal temperature measurement using visual and thermal images with facial region of interest detection

Spotting Advertisements from Above: Billboard Detection and Segmentation in UAV Imagery

Deepness: Deep neural remote sensing plugin for QGIS

Challenges of Crop Classification from Satellite Imagery with Eurocrops Dataset

Method and system for predicting neurological treatment

System and a method for determining brain age using a neural network

LunarSim: Lunar Rover Simulator Focused on High Visual Fidelity and ROS 2 Integration for Advanced Computer Vision Algorithm Development

Marek Kraft Information

University

Position

Institute of Control Robotics and Information Engineering

Citations(all)

614

Citations(since 2020)

283

Cited By

411

hIndex(all)

13

hIndex(since 2020)

8

i10Index(all)

17

i10Index(since 2020)

8

Email

University Profile Page

Politechnika Poznanska

Google Scholar

View Google Scholar Profile

Marek Kraft Skills & Research Interests

image processing

computer vision

machine learning

embedded systems

robotics

Top articles of Marek Kraft

Title

Journal

Author(s)

Publication Date

A fast, lightweight deep learning vision pipeline for autonomous UAV landing support with added robustness

Engineering Applications of Artificial Intelligence

Dominik Pieczyński

Bartosz Ptak

Marek Kraft

Mateusz Piechocki

Przemysław Aszkowski

2024/5/1

ISO-compatible personal temperature measurement using visual and thermal images with facial region of interest detection

IEEE Access

Bartosz Ptak

Przemysław Aszkowski

Joanna Weissenberg

Marek Kraft

Michał Weissenberg

2024/3/13

Spotting Advertisements from Above: Billboard Detection and Segmentation in UAV Imagery

Wojciechowski A.(Ed.), Lipiński P.(Ed.)., Progress in Polish Artificial Intelligence Research 4, Seria: Monografie Politechniki Łódzkiej Nr. 2437, Wydawnictwo Politechniki Łódzkiej, Łódź 2023, ISBN 978-83-66741-92-8, doi: 10.34658/9788366741928.

Bartosz Ptak

Jan Dominiak

Marek Kraft

2023

Deepness: Deep neural remote sensing plugin for QGIS

SoftwareX

Przemysław Aszkowski

Bartosz Ptak

Marek Kraft

Dominik Pieczyński

Paweł Drapikowski

2023/7/1

Challenges of Crop Classification from Satellite Imagery with Eurocrops Dataset

Wojciechowski A.(Ed.), Lipiński P.(Ed.)., Progress in Polish Artificial Intelligence Research 4, Seria: Monografie Politechniki Łódzkiej Nr. 2437, Wydawnictwo Politechniki Łódzkiej, Łódź 2023, ISBN 978-83-66741-92-8, doi: 10.34658/9788366741928.

Przemysław Aszkowski

Marek Kraft

2023

Method and system for predicting neurological treatment

2023/5/25

System and a method for determining brain age using a neural network

2023/5/16

LunarSim: Lunar Rover Simulator Focused on High Visual Fidelity and ROS 2 Integration for Advanced Computer Vision Algorithm Development

Applied Sciences

Dominik Pieczyński

Bartosz Ptak

Marek Kraft

Paweł Drapikowski

2023/11/16

Unraveling Induction Motor State through Thermal Imaging and Edge Processing: A Step towards Explainable Fault Diagnosis

Eksploatacja i Niezawodność

Mateusz Piechocki

Tomasz Pajchrowski

Marek Kraft

Marcin Wolkiewicz

Paweł Ewert

2023

Integration of Heterogeneous Computational Platform-Based, Ai-Capable Planetary Rover Using ROS 2

Marek Kraft

Krzysztof Walas

Bartosz Ptak

Michał Bidziński

Krzysztof Stężała

...

2023/7/16

Fault Diagnosis in a Squirrel-Cage Induction Motor Using Thermal Imaging

Wojciechowski A.(Ed.), Lipiński P.(Ed.)., Progress in Polish Artificial Intelligence Research 4, Seria: Monografie Politechniki Łódzkiej Nr. 2437, Wydawnictwo Politechniki Łódzkiej, Łódź 2023, ISBN 978-83-66741-92-8, doi: 10.34658/9788366741928.

Mateusz Piechocki

Marek Kraft

Tomasz Pajchrowski

2023

Cognition: Distributed Data Processing System for Lunar Activities

Krzysztof Walas

Marcin Cwiek

Tomasz Strzalka

Marek Wiejak

Piotr Bosowski

...

2023/7/16

Efficient people counting in thermal images: the benchmark of resource-constrained hardware

IEEE Access

Mateusz Piechocki

Marek Kraft

Tomasz Pajchrowski

Przemyslaw Aszkowski

Dominik Pieczynski

2022/11/28

Computer assisted identification of appropriate anatomical structure for medical device placement during a surgical procedure

2022/11/3

Autonomous reconstruction of vessels on computed tomography images

2022/10/20

Machine learning based systems and methods for creating personalized endovascular stents and stent grafts

2022/12/29

Autonomous segmentation of contrast filled coronary artery vessels on computed tomography images

2022/7/21

Method and apparatus for registering a neurosurgical patient and determining brain shift during surgery using machine learning and stereooptical three-dimensional depth camera …

2022/12/22

On-board crowd counting and density estimation using low altitude unmanned aerial vehicles—looking beyond beating the benchmark

Remote Sensing

Bartosz Ptak

Dominik Pieczyński

Mateusz Piechocki

Marek Kraft

2022/5/10

Method and system for machine learning based segmentation of contrast filled coronary artery vessels on medical images

2022/12/6

See List of Professors in Marek Kraft University(Politechnika Poznanska)

Co-Authors

H-index: 26
Cristian Luciano

Cristian Luciano

University of Illinois at Chicago

H-index: 22
Piotr Skrzypczynski

Piotr Skrzypczynski

Politechnika Poznanska

H-index: 22
Roman Lewandowski

Roman Lewandowski

Politechnika Poznanska

H-index: 19
Dominik Belter

Dominik Belter

Politechnika Poznanska

H-index: 18
Michał R. Nowicki

Michał R. Nowicki

Politechnika Poznanska

H-index: 17
Krzysztof Walas

Krzysztof Walas

Politechnika Poznanska

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