Michael A. Beck

24 papers A* 1B 2Journal 14Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Low-Cost Photogrammetry System for 3D Plant Modeling and Phenotyping. CoRR Joe Hrzich, Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry, Kalhari Manawasinghe, Karen Tanino
2025	J	`jnl`	Generative diffusion models for agricultural AI: plant image generation, indoor-to-outdoor translation, and expert preference alignment. CoRR Da Tan, Michael A. Beck, Christopher P. Bidinosti, Robert H. Gulden, Christopher J. Henry
2023	J	`jnl`	A comprehensive review of 3D convolutional neural network-based classification techniques of diseased and defective crops using non-UAV-based hyperspectral images. CoRR Nooshin Noshiri, Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry
2023	J	`jnl`	Inside out: transforming images of lab-grown plants for machine learning applications in agriculture. Frontiers Artif. Intell. Alexander E. Krosney, Parsa Sotoodeh, Christopher J. Henry, Michael A. Beck, Christopher P. Bidinosti
2023	J	`jnl`	Strategies and impact of learning curve estimation for CNN-based image classification. CoRR Laura Didyk, Brayden Yarish, Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry
2022	J	`jnl`	Inside Out: Transforming Images of Lab-Grown Plants for Machine Learning Applications in Agriculture. CoRR Alexander E. Krosney, Parsa Sotoodeh, Christopher J. Henry, Michael A. Beck, Christopher P. Bidinosti
2022	J	`jnl`	Investigating classification learning curves for automatically generated and labelled plant images. CoRR Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry, Manisha Ajmani
2022	J	`jnl`	Leveraging Guided Backpropagation to Select Convolutional Neural Networks for Plant Classification. Frontiers Artif. Intell. Sakib Mostafa, Debajyoti Mondal, Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry, Ian Stavness
2022	J	`jnl`	The TerraByte Client: providing access to terabytes of plant data. CoRR Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry, Manisha Ajmani
2021	J	`jnl`	Presenting an extensive lab- and field-image dataset of crops and weeds for computer vision tasks in agriculture. CoRR Michael A. Beck, Chen-Yi Liu, Christopher P. Bidinosti, Christopher J. Henry, Cara M. Godee, Manisha Ajmani
2021	—	`conf`	Visualizing Feature Maps for Model Selection in Convolutional Neural Networks. ICCVW Sakib Mostafa, Debajyoti Mondal, Michael A. Beck, Christopher P. Bidinosti, Christopher J. Henry, Ian Stavness
2020	J	`jnl`	An embedded system for the automated generation of labeled plant images to enable machine learning applications in agriculture. CoRR Michael A. Beck, Chen-Yi Liu, Christopher P. Bidinosti, Christopher J. Henry, Cara M. Godee, Manisha Ajmani
2018	—	`conf`	Integrating Fractional Brownian Motion Arrivals into the Statistical Network Calculus. ITC (2) Paul Nikolaus, Sebastian A. Henningsen, Michael A. Beck, Jens B. Schmitt
2017	—	`conf`	Demo abstract: An integrated tool of applying stochastic network calculus for network performance analysis. INFOCOM Workshops Michael A. Beck, Sebastian A. Henningsen, Qian Xu, Jianping Wang, Kui Wu, Xian Liu
2017	J	`jnl`	Generalizing window flow control in bivariate network calculus to enable leftover service in the loop. Perform. Evaluation Michael A. Beck, Jens B. Schmitt
2017	J	`jnl`	Technical Report The Stochastic Network Calculator. CoRR Michael A. Beck, Sebastian A. Henningsen
2016	—	`—`	Advances in Theory and Applicability of Stochastic Network Calculus Michael A. Beck
2016	—	`conf`	Generalizing Window Flow Control in Bivariate Network Calculus to Enable Leftover Service in the Loop. VALUETOOLS Michael A. Beck, Jens B. Schmitt
2016	J	`jnl`	Window Flow Control in Stochastic Network Calculus - The General Service Case. EAI Endorsed Trans. Ubiquitous Environ. Michael A. Beck, Jens B. Schmitt
2014	A*	`conf`	Towards a statistical network calculus - Dealing with uncertainty in arrivals. INFOCOM Michael A. Beck, Sebastian A. Henningsen, Simon B. Birnbach, Jens B. Schmitt
2013	—	`conf`	The DISCO stochastic network calculator version 1.0: when waiting comes to an end. VALUETOOLS Michael A. Beck, Jens B. Schmitt
2012	B	`conf`	Achieving High Lifetime and Low Delay in Very Large Sensors Networks Using Mobile Sinks. DCOSS Wint Yi Poe, Michael A. Beck, Jens B. Schmitt
2012	—	`conf`	On the calculation of sample-path backlog bounds in queueing systems over finite time horizons. VALUETOOLS Michael A. Beck, Jens B. Schmitt
2011	B	`conf`	Planning the trajectories of multiple mobile sinks in large-scale, time-sensitive WSNs. DCOSS Wint Yi Poe, Michael A. Beck, Jens B. Schmitt