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Michael A. Beck

Observed names: Beck, Michael, Beck, Michael A, Beck, Michael A., Michael Alexander Beck, Michael Beck
Observed institutions: University of Kaiserslautern, City University of Hong Kong, Weihenstephan-Triesdorf University of Applied Sciences, University of Saskatchewan, University of Manitoba, The University of Winnipeg
ORCID: 0000-0003-3193-5645
Observed ORCID: 0000-0003-3193-5645
OpenAlex ID: A5057970378
A comprehensive review of 3D convolutional neural network-based classification techniques of diseased and defective crops using non-UAV-based hyperspectral images
2023 · Nooshin Noshiri, Michael A. Beck, et al. · Smart Agricultural Technology · 52
An embedded system for the automated generation of labeled plant images to enable machine learning applications in agriculture
2020 · Michael A. Beck, Chen-Yi Liu, et al. · PLoS ONE · 35
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Leveraging Guided Backpropagation to Select Convolutional Neural Networks for Plant Classification
2022 · Sakib Mostafa, Debajyoti Mondal, et al. · Frontiers in Artificial Intelligence · 20
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Visualizing Feature Maps for Model Selection in Convolutional Neural Networks
2021 · Sakib Mostafa, Debajyoti Mondal, et al. · IEEE International Conference on Computer Vision Workshops · 17
Weed instance segmentation from UAV Orthomosaic Images based on Deep Learning
2025 · Chenghao Lu, Klaus Gehring, et al. · Smart Agricultural Technology · 16
Achieving High Lifetime and Low Delay in Very Large Sensors Networks Using Mobile Sinks
2012 · Wint Yi Poe, Michael Beck, et al. · International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT) · 12
Presenting an extensive lab- and field-image dataset of crops and weeds for computer vision tasks in agriculture
2021 · Beck, Michael A., Liu, Chen-Yi, et al. · arXiv (Cornell University) · 11
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Advances in Theory and Applicability of Stochastic Network Calculus
2016 · Michael A. Beck · Publication Server of Kaiserslautern University of Technology (Kaiserslautern University of Technology) · 10
Inside out: transforming images of lab-grown plants for machine learning applications in agriculture
2023 · Alexander E. Krosney, Parsa Sotoodeh, et al. · Frontiers in Artificial Intelligence · 9
The DISCO Stochastic Network Calculator Version 1.0 - \\When Waiting Comes to an End
2014 · Michael Beck, Jens Schmitt · International ICST Conference on Performance Evaluation Methodologies and Tools (VALUETOOLS) · 9
Planning the trajectories of multiple mobile sinks in large-scale, time-sensitive WSNs
2011 · Wint Yi Poe, Michael Beck, et al. · International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT) · 8
Towards a statistical network calculus — Dealing with uncertainty in arrivals
2014 · Michael A. Beck, Sebastian A. Henningsen, et al. · IEEE Conference on Computer Communications (INFOCOM) · 6
Towards the analysis of transient phases with stochastic network calculus
2016 · Michael Beck · International Telecommunications Network Strategy and Planning Symposium · 5
Window Flow Control in Stochastic Network Calculus - The General Service Case
2016 · Michael Beck, Jens Schmitt · International ICST Conference on Performance Evaluation Methodologies and Tools (VALUETOOLS) · 5
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The TerraByte Client: providing access to terabytes of plant data
2022 · Beck, Michael A., Bidinosti, Christopher P., et al. · arXiv (Cornell University) · 3
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Generalizing window flow control in bivariate network calculus to enable leftover service in the loop
2017 · Michael Beck, Jens Schmitt · Performance Evaluation · 3
Demo abstract: An integrated tool of applying stochastic network calculus for network performance analysis
2017 · Michael A. Beck, Sebastian Henningsen, et al. · IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) · 3
A Low-Cost Photogrammetry System for 3D Plant Modeling and Phenotyping
2025 · Hrzich, Joe, Beck, Michael A., et al. · arXiv (Cornell University) · 1
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Strategies and impact of learning curve estimation for CNN-based image classification
2023 · Didyk, Laura, Yarish, Brayden, et al. · arXiv (Cornell University) · 1
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On the Calculation of Sample-Path Backlog Bounds in Queueing Systems over Finite Time Horizons
2012 · Michael Beck, Jens Schmitt · International ICST Conference on Performance Evaluation Methodologies and Tools (VALUETOOLS) · 1
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A photogrammetry phenomic approach to quantifying canopy architecture traits in spring wheat
2026 · Kalhari Manawasinghe, Joe Hrzich, et al. · Canadian Journal of Plant Science
Weed Instance Segmentation from Uav Orthomosaic Images Based on Deep Learning
2024 · Chenghao Lu, Klaus Gehring, et al. · SSRN Electronic Journal
Addressing lighting and bounding box accuracy for the Embedded Automated Generator of Labeled Images (EAGL-I) system
2023 · Tung Ki Wong, Michael A. Beck, et al.
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Low-Cost Photogrammetry Rig for 3D Crop Modelling and Plant Phenomics
2023 · Joe Hrzich, Christopher P. Bidinosti, et al.
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Low-Cost Photogrammetry Rig for 3D Crop Modelling and Plant Phenomics
2023 · Joe Hrzich, Christopher P. Bidinosti, et al.
Works count: 32
Citation count: 228
H-index: 9
I10-index: 8
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