Arnold W. Schumann

12 papers Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Advancing site-specific disease and pest management in precision agriculture: From reasoning-driven foundation models to adaptive, feedback-based learning.
CoRR
Nitin Rai, Daeun Choi, Nathan Boyd, Arnold W. Schumann
2025 J jnl
Improving watermelon (Citrullus lanatus) disease classification with generative artificial intelligence (GenAI)-based synthetic and real-field images via a custom EfficientNetV2-L model.
CoRR
Nitin Rai, Nathan Boyd, Gary E. Vallad, Arnold W. Schumann
2025 — conf
PhytoSynth: Leveraging Multi-modal Generative Model for Crop Disease Data Generation with Novel Benchmarking and Prompt Engineering Approach.
CVPR Workshops
Nitin Rai, Arnold W. Schumann, Nathan Boyd
2025 J jnl
PhytoSynth: Leveraging Multi-modal Generative Models for Crop Disease Data Generation with Novel Benchmarking and Prompt Engineering Approach.
CoRR
Nitin Rai, Arnold W. Schumann, Nathan Boyd
2024 J jnl
A mobile application to identify poison ivy (Toxicodendron radicans) plants in real time using convolutional neural network.
Multim. Tools Appl.
Renato Herrig Furlanetto, Arnold W. Schumann, Nathan Boyd
2021 J jnl
Application of deep learning to detect Lamb's quarters (
Comput. Electron. Agric.
Nazar Hussain, Aitazaz Ahsan Farooque, Arnold W. Schumann, Farhat Abbas, Bishnu Acharya, Andrew McKenzie-Gopsill, Ryan Barrett, Hassan Afzaal, Qamar Uz Zaman, Muhammad Jehanzeb Masud Cheema
2021 J jnl
Deep Learning Techniques for In-Crop Weed Identification: A Review.
CoRR
Kun Hu, Zhiyong Wang, Guy R. Y. Coleman, Asher Bender, Tingting Yao, Shan Zeng, Dezhen Song, Arnold W. Schumann, Michael J. Walsh
2021 J jnl
Detection of a Potato Disease (Early Blight) Using Artificial Intelligence.
Remote. Sens.
Hassan Afzaal, Aitazaz Ahsan Farooque, Arnold W. Schumann, Nazar Hussain, Andrew McKenzie-Gopsill, Travis J. Esau, Farhat Abbas, Bishnu Acharya
2021 J jnl
Hair Fescue and Sheep Sorrel Identification Using Deep Learning in Wild Blueberry Production.
Remote. Sens.
Patrick Hennessy, Travis J. Esau, Aitazaz Ahsan Farooque, Arnold W. Schumann, Qamar Uz Zaman, Kenneth W. Corscadden
2020 J jnl
Design and Development of a Smart Variable Rate Sprayer Using Deep Learning.
Remote. Sens.
Nazar Hussain, Aitazaz Ahsan Farooque, Arnold W. Schumann, Andrew McKenzie-Gopsill, Travis J. Esau, Farhat Abbas, Bishnu Acharya, Qamar Uz Zaman
2020 J jnl
Estimation of water table depth using DUALEM-2 system.
Comput. Electron. Agric.
Aitazaz Ahsan Farooque, Fahad S. Khan, Qamar Uz Zaman, T. J. Easu, Arnold W. Schumann
2019 J jnl
Development and field evaluation of a machine vision based in-season weed detection system for wild blueberry.
Comput. Electron. Agric.
Tanzeel U. Rehman, Qamar Uz Zaman, Young K. Chang, Arnold W. Schumann, Kenneth W. Corscadden