Muthukumar Bagavathiannan

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Convolutional Neural Networks

High Image Quality

Precision Agriculture

Supervised Learning

Top Venues

Comput. Electron. Agric.

IEEE Robotics Autom. Lett.

Publications

Guy R. Y. Coleman, Matthew Kutugata, Michael J. Walsh, Muthukumar Bagavathiannan
Multi-growth stage plant recognition: A case study of Palmer amaranth (Amaranthus palmeri) in cotton (Gossypium hirsutum). Comput. Electron. Agric. 217 (2024)
Di Wang, Chengsong Hu, Shuangyu Xie, Joe Johnson, Hojun Ji, Yingtao Jiang, Muthukumar Bagavathiannan, Dezhen Song
Toward Precise Robotic Weed Flaming Using a Mobile Manipulator with a Flamethrower. CoRR (2024)
Shuangyu Xie, Chengsong Hu, Di Wang, Joe Johnson, Muthukumar Bagavathiannan, Dezhen Song
Coupled Active Perception and Manipulation Planning for a Mobile Manipulator in Precision Agriculture Applications. ICRA (2024)
Shuangyu Xie, Chengsong Hu, Di Wang, Joe Johnson, Muthukumar Bagavathiannan, Dezhen Song
Coupled Active Perception and Manipulation Planning for a Mobile Manipulator in Precision Agriculture Applications. CoRR (2023)
Guy RY Coleman, Matthew Kutugata, Michael J. Walsh, Muthukumar Bagavathiannan
Multi-growth stage plant recognition: a case study of Palmer amaranth (Amaranthus palmeri) in cotton (Gossypium hirsutum). CoRR (2023)
Chengsong Hu, J. Alex Thomasson, Chris Reberg-Horton, Steven B. Mirsky, Muthukumar Bagavathiannan
Modeling realistic 3D agricultural vegetations using a photometric-based approach and its application to weed detection. Comput. Electron. Agric. 198 (2022)
Chengsong Hu, Shuangyu Xie, Dezhen Song, J. Alex Thomasson, Robert G. Hardin IV, Muthukumar Bagavathiannan
Algorithm and System Development for Robotic Micro-Volume Herbicide Spray Towards Precision Weed Management. IEEE Robotics Autom. Lett. 7 (4) (2022)
Sambandh Bhusan Dhal, Kyle Jungbluth, Raymond Lin, Seyed Pouyan Sabahi, Muthukumar Bagavathiannan, Ulisses Braga-Neto, Stavros Kalafatis
A Machine-Learning-Based IoT System for Optimizing Nutrient Supply in Commercial Aquaponic Operations. Sensors 22 (9) (2022)
Shuangyu Xie, Chengsong Hu, Muthukumar Bagavathiannan, Dezhen Song
Toward Robotic Weed Control: Detection of Nutsedge Weed in Bermudagrass Turf Using Inaccurate and Insufficient Training Data. CoRR (2021)
Chengsong Hu, Bishwa B. Sapkota, J. Alex Thomasson, Muthukumar Bagavathiannan
Influence of Image Quality and Light Consistency on the Performance of Convolutional Neural Networks for Weed Mapping. Remote. Sens. 13 (11) (2021)
Shuangyu Xie, Chengsong Hu, Muthukumar Bagavathiannan, Dezhen Song
Toward Robotic Weed Control: Detection of Nutsedge Weed in Bermudagrass Turf Using Inaccurate and Insufficient Training Data. IEEE Robotics Autom. Lett. 6 (4) (2021)
Chengsong Hu, J. Alex Thomasson, Muthukumar Bagavathiannan
A powerful image synthesis and semi-supervised learning pipeline for site-specific weed detection. Comput. Electron. Agric. 190 (2021)
Bishwa B. Sapkota, Vijay Singh, Clark Neely, Nithya Rajan, Muthukumar Bagavathiannan
Detection of Italian Ryegrass in Wheat and Prediction of Competitive Interactions Using Remote-Sensing and Machine-Learning Techniques. Remote. Sens. 12 (18) (2020)