Mateusz Piechocki

Poznań University of Technology — Poland

Computer Science · Physical Sciences

5h-index189citations13works4.22yr avg
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Research Topics

Advanced Neural Network Applications(4), Machine Fault Diagnosis Techniques(3), Robotics and Sensor-Based Localization(2), Video Surveillance and Tracking Methods(2), Smart Agriculture and AI(2)

Publications13 total

A systematic synthesis of sky image enhancement techniques for ground-based solar irradiance forecasting
Applied Energy·2026Open Access
On-Device Continual Adaptation for Reliable Solar Irradiance Forecasting
Lecture notes in computer science·2026
Visual Feedback System Supporting Robotic Manipulation of Hemp Plants
Journal of Natural Fibers·2025Open Access
Robotics in Modern Agriculture Applications Implemented by Inwebit in Cooperation with Scientific and Research Institutions - Robotisation of Hemp Growth and Apple Harvesting
2024
A fast, lightweight deep learning vision pipeline for autonomous UAV landing support with added robustness
Engineering Applications of Artificial Intelligence·2024· 21 citedOpen Access
Unraveling Induction Motor State through Thermal Imaging and Edge Processing: A Step towards Explainable Fault Diagnosis
Eksploatacja i Niezawodnosc - Maintenance and Reliability·2023· 15 citedOpen Access
Squirrel-Cage Induction Motor Fault Diagnosis Dataset
2023Open Access
Squirrel-Cage Induction Motor Fault Diagnosis Dataset
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
On-Board Crowd Counting and Density Estimation Using Low Altitude Unmanned Aerial Vehicles—Looking beyond Beating the Benchmark
Remote Sensing·2022· 17 citedOpen Access
Efficient People Counting in Thermal Images: The Benchmark of Resource-Constrained Hardware
IEEE Access·2022· 15 citedOpen Access
UAVVaste dataset
Zenodo (CERN European Organization for Nuclear Research)·2021· 3 citedOpen Access
UAVVaste dataset
Zenodo (CERN European Organization for Nuclear Research)·2021Open Access
Autonomous, Onboard Vision-Based Trash and Litter Detection in Low Altitude Aerial Images Collected by an Unmanned Aerial Vehicle
Remote Sensing·2021· 118 citedOpen Access

Frequent Co-authors

Marek Kraft(11), Bartosz Ptak(7), Dominik Pieczyński(5), Krzysztof Walas(3), Przemysław Aszkowski(2), Tomasz Pajchrowski(2), Dominik Belter(2), Kamil Młodzikowski(2), Marcin Wolkiewicz(1), P. Ewert(1), Wojciech Bałtruszewicz(1), Michał Bidziński(1), Jakub Codogni(1), Krzysztof Ćwian(1), Błażej Gawęcki(1), Marcin Gendek(1), Michael Grabowski(1), Adam Krawczyk(1), B Krysiak(1), Barłomiej Kulecki(1)