Computer Vision and Pattern Recognition · Computer Science
Site-specific weed management in corn using UAS imagery analysis and computer vision techniques
Ranjan Sapkota, John Stenger, Michael Ostlie, Paulo Flores
2025-01-28
Computer Vision and Pattern Recognition · Computer Science
Weed Density and Distribution Estimation for Precision Agriculture using Semi-Supervised Learning
Shantam Shorewala, Armaan Ashfaque, Sidharth R, Ujjwal Verma
2021-02-22
Image and Video Processing · Electrical Eng. & Systems
Machine Learning Interventions for Weed Detection using Multispectral Imagery and Unmanned Aerial Vehicles -- A Systematic Review
Drishti Goel, Bhavya Kapur, Prem Prakash Vuppuluri
2024-08-14
Robotics · Computer Science
Monitoring and mapping of crop fields with UAV swarms based on information gain
Carlos Carbone, Dario Albani, Federico Magistri, Dimitri Ognibene +4
2022-03-23
Robotics · Computer Science
Precision Robotic Spot-Spraying: Reducing Herbicide Use and Enhancing Environmental Outcomes in Sugarcane
Mostafa Rahimi Azghadi, Alex Olsen, Jake Wood, Alzayat Saleh +4
2025-04-22
Computer Vision and Pattern Recognition · Computer Science
Weed Detection using Convolutional Neural Network
Santosh Kumar Tripathi, Shivendra Pratap Singh, Devansh Sharma, Harshavardhan U Patekar
2025-02-21
Computer Vision and Pattern Recognition · Computer Science
WeedsGalore: A Multispectral and Multitemporal UAV-based Dataset for Crop and Weed Segmentation in Agricultural Maize Fields
Ekin Celikkan, Timo Kunzmann, Yertay Yeskaliyev, Sibylle Itzerott +2
2025-02-19
Computer Vision and Pattern Recognition · Computer Science
Transferring learned patterns from ground-based field imagery to predict UAV-based imagery for crop and weed semantic segmentation in precision crop farming
Junfeng Gao, Wenzhi Liao, David Nuyttens, Peter Lootens +2
2022-10-24
Computer Vision and Pattern Recognition · Computer Science
Fully Convolutional Networks with Sequential Information for Robust Crop and Weed Detection in Precision Farming
Philipp Lottes, Jens Behley, Andres Milioto, Cyrill Stachniss
2018-06-12
Computer Vision and Pattern Recognition · Computer Science
Deep-CNN based Robotic Multi-Class Under-Canopy Weed Control in Precision Farming
Yayun Du, Guofeng Zhang, Darren Tsang, M. Khalid Jawed
2021-12-30
Computer Vision and Pattern Recognition · Computer Science
Towards Unsupervised Weed Scouting for Agricultural Robotics
David Hall, Feras Dayoub, Jason Kulk, Chris McCool
2017-02-28
Computer Vision and Pattern Recognition · Computer Science
Joint Stem Detection and Crop-Weed Classification for Plant-specific Treatment in Precision Farming
Philipp Lottes, Jens Behley, Nived Chebrolu, Andres Milioto +1
2018-06-12
Computer Vision and Pattern Recognition · Computer Science
Real-time Semantic Segmentation of Crop and Weed for Precision Agriculture Robots Leveraging Background Knowledge in CNNs
Andres Milioto, Philipp Lottes, Cyrill Stachniss
2018-03-05
Image and Video Processing · Electrical Eng. & Systems
Computer Vision for Volunteer Cotton Detection in a Corn Field with UAS Remote Sensing Imagery and Spot Spray Applications
Pappu Kumar Yadav, J. Alex Thomasson, Stephen W. Searcy, Robert G. Hardin +8
2022-07-18
Computer Vision and Pattern Recognition · Computer Science
Scene and Environment Monitoring Using Aerial Imagery and Deep Learning
Mahdi Maktabdar Oghaz, Manzoor Razaak, Hamideh Kerdegari, Vasileios Argyriou +1
2019-06-10
Computer Vision and Pattern Recognition · Computer Science
Towards Efficient and Intelligent Laser Weeding: Method and Dataset for Weed Stem Detection
Dingning Liu, Jinzhe Li, Haoyang Su, Bei Cui +4
2025-02-11