WeedMap: A large-scale semantic weed mapping framework using aerial
multispectral imaging and deep neural network for precision farming

WeedMap: A large-scale semantic weed mapping framework using aerial multispectral imaging and deep neural network for precision farming

31 July 2018

Marija Popović

Roland Siegwart

Papers citing "WeedMap: A large-scale semantic weed mapping framework using aerial multispectral imaging and deep neural network for precision farming"

9 / 9 papers shown

Title
Multispectral Remote Sensing for Weed Detection in West Australian Agricultural Lands Haitian Wang Muhammad Ibrahim Yumeng Miao D ustin Severtson A. Mansoor Ajmal Saeed Mian 47 0 0 12 Feb 2025
A Dataset and Benchmark for Shape Completion of Fruits for Agricultural Robotics Federico Magistri Thomas Labe E. Marks Sumanth Nagulavancha Yue Pan ... Michael Halstead H. Kuhlmann Chris McCool Jens Behley C. Stachniss 22 2 0 18 Jul 2024
Overcome the Fear Of Missing Out: Active Sensing UAV Scanning for Precision Agriculture Marios Krestenitis Emmanuel K. Raptis Athanasios Ch. Kapoutsis Konstantinos Ioannidis Elias B. Kosmatopoulos S. Vrochidis 37 6 0 15 Dec 2023
PhenoBench -- A Large Dataset and Benchmarks for Semantic Image Interpretation in the Agricultural Domain J. Weyler Federico Magistri E. Marks Yue Linn Chong Matteo Sodano Gianmarco Roggiolani Nived Chebrolu C. Stachniss Jens Behley 30 30 0 07 Jun 2023
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 D. Nuyttens P. Lootens Erik Alexandersson J. Pieters 11 4 0 20 Oct 2022
Vision Transformers For Weeds and Crops Classification Of High Resolution UAV Images Reenul Reedha Eric Dericquebourg R. Canals A. Hafiane ViT 22 114 0 06 Sep 2021
A Survey of Deep Learning Techniques for Weed Detection from Images A. S. M. Mahmudul Hasan Ferdous Sohel D. Diepeveen Hamid Laga Michael G. K. Jones 23 304 0 02 Mar 2021
Weed Density and Distribution Estimation for Precision Agriculture using Semi-Supervised Learning Shantam Shorewala Armaan Ashfaque R. Sidharth Ujjwal Verma 16 66 0 04 Nov 2020
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation Adam Paszke Abhishek Chaurasia Sangpil Kim Eugenio Culurciello SSeg 216 2,055 0 07 Jun 2016