Papers citing 'Automatic Model Based Dataset Generation for Fast and Accurate Crop and Weeds Detection'

Title
Synthetic Crop-Weed Image Generation and its Impact on Model Generalization Garen Boyadjian Cyrille Pierre Johann Laconte Riccardo Bertoglio 64 0 0 04 Nov 2025
IrrMap: A Large-Scale Comprehensive Dataset for Irrigation Method Mapping Nibir Chandra Mandal Oishee Bintey Hoque Abhijin Adiga Samarth Swarup Mandy L. Wilson Lu Feng Yangfeng Ji Miaomiao Zhang Geoffrey C. Fox Madhav V. Marathe MoMe 269 0 0 13 May 2025
Knowledge-Informed Deep Learning for Irrigation Type Mapping from Remote SensingInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 Oishee Bintey Hoque Nibir Chandra Mandal Abhijin Adiga Samarth Swarup S. Nouwakpo Amanda Wilson Madhav V. Marathe 349 0 0 13 May 2025
AgroGPT: Efficient Agricultural Vision-Language Model with Expert TuningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Muhammad Awais Ali Husain Salem Abdulla Alharthi Amandeep Kumar Hisham Cholakkal Rao Muhammad Anwer VLM 347 17 0 10 Jan 2025
Exploiting Boundary Loss for the Hierarchical Panoptic Segmentation of Plants and Leaves Madeleine Darbyshire Elizabeth I. Sklar Simon Parsons 266 0 0 03 Jan 2025
Shape and Style GAN-based Multispectral Data Augmentation for Crop/Weed Segmentation in Precision Farming Mulham Fawakherji Vincenzo Suriani Daniele Nardi D. Bloisi 101 17 0 19 Jul 2024
Hierarchical Mask2Former: Panoptic Segmentation of Crops, Weeds and Leaves Madeleine Darbyshire Elizabeth I. Sklar Simon Parsons 132 3 0 10 Oct 2023
Tomato Maturity Recognition with Convolutional TransformersScientific Reports (Sci Rep), 2023 Asim Khan Taimur Hassan Muhammad Shafay Israa Fahmy Naoufel Werghi Seneviratne Mudigansalage Irfan Hussain ViT 196 35 0 04 Jul 2023
deepNIR: Datasets for generating synthetic NIR images and improved fruit detection system using deep learning techniquesItalian National Conference on Sensors (INS), 2022 Inkyu Sa Jongyoon Lim H. Ahn Bruce A. MacDonald 145 26 0 17 Mar 2022
Render-in-the-loop aerial robotics simulator: Case Study on Yield Estimation in Indoor AgricultureInternational Conference on Unmanned Aircraft Systems (ICUAS), 2022 Antun Ivanovic Marsela Polić Jelena Tabak M. Orsag 170 13 0 01 Mar 2022
Towards practical object detection for weed spraying in precision agricultureFrontiers in Plant Science (Front. Plant Sci.), 2021 A. Gomez Madeleine Darbyshire Junfeng Gao Elizabeth I. Sklar Simon Parsons 115 38 0 22 Sep 2021
Towards Precise Pruning Points Detection using Semantic-Instance-Aware Plant Models for Grapevine Winter Pruning Automation Miguel Fernandes A. Scaldaferri P. Guadagna G. Fiameni Tao Teng Matteo Gatti S. Poni Claudio Semini Darwin G. Caldwell Fei Chen 120 2 0 15 Sep 2021
Grapevine Winter Pruning Automation: On Potential Pruning Points Detection through 2D Plant Modeling using Grapevine SegmentationCyber .. (CYBER), 2021 Miguel Fernandes A. Scaldaferri G. Fiameni Tao Teng Matteo Gatti S. Poni Claudio Semini D. Caldwell Fei Chen 130 17 0 08 Jun 2021
RoSmEEry: Robotic Simulated Environment for Evaluation and Benchmarking of Semantic Mapping Algorithms S. Kaszuba Sandeep Reddy Sabbella Vincenzo Suriani Francesco Riccio Daniele Nardi 130 1 0 17 May 2021
A Survey of Deep Learning Techniques for Weed Detection from ImagesComputers and Electronics in Agriculture (Comput. Electron. Agric.), 2021 A. S. M. Mahmudul Hasan Ferdous Sohel D. Diepeveen Hamid Laga Michael G. K. Jones 152 361 0 02 Mar 2021
Learning to Segment Human Body Parts with Synthetically Trained Deep Convolutional NetworksAnnual Meeting of the IEEE Industry Applications Society (AIAS), 2021 Alessandro Saviolo Matteo Bonotto D. Evangelista Marco Imperoli Jacopo Lazzaro Emanuele Menegatti Alberto Pretto 3DH 167 4 0 02 Feb 2021
Segmentation of structural parts of rosebush plants with 3D point-based deep learning methodsPlant Methods (PM), 2020 Kaya Turgut H. Dutagaci G. Galopin David Rousseau 3DPC 3DV 252 53 0 21 Dec 2020
SLAM in the Field: An Evaluation of Monocular Mapping and Localization on Challenging Dynamic Agricultural EnvironmentIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020 Fangwen Shu Paul Lesur Yaxu Xie A. Pagani D. Stricker 168 34 0 02 Nov 2020
Multi-Spectral Image Synthesis for Crop/Weed Segmentation in Precision Farming Mulham Fawakherji Ciro Potena Alberto Pretto D. Bloisi Daniele Nardi 219 92 0 12 Sep 2020
Building an Aerial-Ground Robotics System for Precision Farming: An Adaptable SolutionIEEE robotics & automation magazine (IEEE RAM), 2019 Alberto Pretto Stéphanie Aravecchia Wolfram Burgard Nived Chebrolu C. Dornhege ... C. Stachniss Achim Walter W. Winterhalter Xiaolong Wu Juan I. Nieto 341 108 0 08 Nov 2019
The Rosario Dataset: Multisensor Data for Localization and Mapping in Agricultural Environments Taihú Pire Martín Mujica Javier Civera E. Kofman 129 87 0 17 Sep 2018
WeedMap: A large-scale semantic weed mapping framework using aerial multispectral imaging and deep neural network for precision farming Inkyu Sa Marija Popović R. Khanna Zetao Chen Philipp Lottes F. Liebisch Juan I. Nieto C. Stachniss Achim Walter Roland Siegwart 299 240 0 31 Jul 2018
Fully Convolutional Networks with Sequential Information for Robust Crop and Weed Detection in Precision Farming Philipp Lottes Jens Behley Andres Milioto C. Stachniss 157 210 0 09 Jun 2018
Deep Learning with unsupervised data labeling for weeds detection on UAV images M. D. Bah A. Hafiane R. Canals 68 30 0 31 May 2018
Real-time Semantic Segmentation of Crop and Weed for Precision Agriculture Robots Leveraging Background Knowledge in CNNs Andres Milioto Philipp Lottes C. Stachniss 171 395 0 20 Sep 2017
weedNet: Dense Semantic Weed Classification Using Multispectral Images and MAV for Smart Farming Inkyu Sa Zetao Chen Marija Popović R. Khanna F. Liebisch Juan I. Nieto Roland Siegwart 134 287 0 11 Sep 2017