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Scientific Information System of the Poznań University of Technology
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SciProfiles: 2207110

Keywords

Deep Learning, Computer Vision, Robotics, Edge Processing, Edge AI, TinyML

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Works (5)

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

Engineering Applications of Artificial Intelligence
2024-05 | Journal article
DOI: 10.1016/j.engappai.2024.107864
Contributors: Dominik Pieczyński; Bartosz Ptak; Marek Kraft; Mateusz Piechocki; Przemysław Aszkowski
Source: check_circle
Crossref

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

Eksploatacja i Niezawodność – Maintenance and Reliability
2023-07-29 | Journal article
DOI: 10.17531/ein/170114
Contributors: Mateusz Piechocki; Tomasz Pajchrowski; Marek Kraft; Marcin Wolkiewicz; Paweł Ewert
Source: check_circle
Crossref

Efficient People Counting in Thermal Images: The Benchmark of Resource-Constrained Hardware

IEEE Access
2022 | Journal article
DOI: 10.1109/ACCESS.2022.3225233
Contributors: Mateusz Piechocki; Marek Kraft; Tomasz Pajchrowski; Przemyslaw Aszkowski; Dominik Pieczynski
Source: check_circle
Crossref

On-Board Crowd Counting and Density Estimation Using Low Altitude Unmanned Aerial Vehicles—Looking beyond Beating the Benchmark

Remote Sensing
2022-05-10 | Journal article
DOI: 10.3390/rs14102288
Part of ISSN: 2072-4292
Source: Self-asserted source
Mateusz Piechocki
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Autonomous, Onboard Vision-Based Trash and Litter Detection in Low Altitude Aerial Images Collected by an Unmanned Aerial Vehicle

Remote Sensing
2021-03-04 | Journal article
DOI: 10.3390/rs13050965
Part of ISSN: 2072-4292
Source: Self-asserted source
Mateusz Piechocki
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