Michael A. Beck

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 16

Top Topics

Automatically Generate

Hyperspectral Images

Learning Curves

Convolutional Neural Networks

Top Venues

Frontiers Artif. Intell.

EAI Endorsed Trans. Ubiquitous Environ.

Publications

Laura Didyk, Brayden Yarish, Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry
Strategies and impact of learning curve estimation for CNN-based image classification. CoRR (2023)
Nooshin Noshiri, Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry
A comprehensive review of 3D convolutional neural network-based classification techniques of diseased and defective crops using non-UAV-based hyperspectral images. CoRR (2023)
Alexander E. Krosney, Parsa Sotoodeh, Christopher J. Henry, Michael A. Beck, Christopher P. Bidinosti
Inside out: transforming images of lab-grown plants for machine learning applications in agriculture. Frontiers Artif. Intell. 6 (2023)
Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry, Manisha Ajmani
Investigating classification learning curves for automatically generated and labelled plant images. CoRR (2022)
Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry, Manisha Ajmani
The TerraByte Client: providing access to terabytes of plant data. CoRR (2022)
Alexander E. Krosney, Parsa Sotoodeh, Christopher J. Henry, Michael A. Beck, Christopher P. Bidinosti
Inside Out: Transforming Images of Lab-Grown Plants for Machine Learning Applications in Agriculture. CoRR (2022)
Sakib Mostafa, Debajyoti Mondal, Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry, Ian Stavness
Leveraging Guided Backpropagation to Select Convolutional Neural Networks for Plant Classification. Frontiers Artif. Intell. 5 (2022)
Michael A. Beck, Chen-Yi Liu, Christopher P. Bidinosti, Christopher J. Henry, Cara M. Godee, Manisha Ajmani
Presenting an extensive lab- and field-image dataset of crops and weeds for computer vision tasks in agriculture. CoRR (2021)
Sakib Mostafa, Debajyoti Mondal, Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry, Ian Stavness
Visualizing Feature Maps for Model Selection in Convolutional Neural Networks. ICCVW (2021)
Michael A. Beck, Chen-Yi Liu, Christopher P. Bidinosti, Christopher J. Henry, Cara M. Godee, Manisha Ajmani
An embedded system for the automated generation of labeled plant images to enable machine learning applications in agriculture. CoRR (2020)
Paul Nikolaus, Sebastian A. Henningsen, Michael A. Beck, Jens B. Schmitt
Integrating Fractional Brownian Motion Arrivals into the Statistical Network Calculus. ITC (2) (2018)
Michael A. Beck, Jens B. Schmitt
Generalizing window flow control in bivariate network calculus to enable leftover service in the loop. Perform. Evaluation 114 (2017)
Michael A. Beck, Sebastian A. Henningsen
Technical Report The Stochastic Network Calculator. CoRR (2017)
Michael A. Beck, Sebastian A. Henningsen, Qian Xu, Jianping Wang, Kui Wu, Xian Liu
Demo abstract: An integrated tool of applying stochastic network calculus for network performance analysis. INFOCOM Workshops (2017)
Michael A. Beck, Jens B. Schmitt
Generalizing Window Flow Control in Bivariate Network Calculus to Enable Leftover Service in the Loop. VALUETOOLS (2016)
Michael A. Beck, Jens B. Schmitt
Window Flow Control in Stochastic Network Calculus - The General Service Case. EAI Endorsed Trans. Ubiquitous Environ. 3 (10) (2016)
Michael A. Beck, Sebastian A. Henningsen, Simon B. Birnbach, Jens B. Schmitt
Towards a statistical network calculus - Dealing with uncertainty in arrivals. INFOCOM (2014)
Michael A. Beck, Jens B. Schmitt
The DISCO stochastic network calculator version 1.0: when waiting comes to an end. VALUETOOLS (2013)
Wint Yi Poe, Michael A. Beck, Jens B. Schmitt
Achieving High Lifetime and Low Delay in Very Large Sensors Networks Using Mobile Sinks. DCOSS (2012)
Michael A. Beck, Jens B. Schmitt
On the calculation of sample-path backlog bounds in queueing systems over finite time horizons. VALUETOOLS (2012)
Wint Yi Poe, Michael A. Beck, Jens B. Schmitt
Planning the trajectories of multiple mobile sinks in large-scale, time-sensitive WSNs. DCOSS (2011)