Fully Convolutional Networks with Sequential Information for Robust Crop
and Weed Detection in Precision Farming

Fully Convolutional Networks with Sequential Information for Robust Crop and Weed Detection in Precision Farming

9 June 2018

Papers citing "Fully Convolutional Networks with Sequential Information for Robust Crop and Weed Detection in Precision Farming"

10 / 10 papers shown

Title
BonnBot-I: A Precise Weed Management and Crop Monitoring Platform Alireza Ahmadi Michael Halstead Chris McCool 11 16 0 24 Jul 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 32 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 19 4 0 20 Oct 2022
Hierarchical Approach for Joint Semantic, Plant Instance, and Leaf Instance Segmentation in the Agricultural Domain Gianmarco Roggiolani Matteo Sodano Tiziano Guadagnino Federico Magistri Jens Behley C. Stachniss 17 23 0 14 Oct 2022
GrowliFlower: An image time series dataset for GROWth analysis of cauLIFLOWER Jana Kierdorf L. Junker-Frohn Michael Delaney Mariele Donoso Olave A. Burkart H. Jaenicke O. Muller U. Rascher R. Roscher 11 29 0 01 Apr 2022
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 42 304 0 02 Mar 2021
Weed Density and Distribution Estimation for Precision Agriculture using Semi-Supervised Learning Shantam Shorewala Armaan Ashfaque R. Sidharth Ujjwal Verma 24 67 0 04 Nov 2020
Finding Berries: Segmentation and Counting of Cranberries using Point Supervision and Shape Priors Peri Akiva Kristin J. Dana Peter Oudemans Michael Mars 46 28 0 18 Apr 2020
Building an Aerial-Ground Robotics System for Precision Farming: An Adaptable Solution Alberto Pretto Stéphanie Aravecchia Wolfram Burgard Nived Chebrolu C. Dornhege ... C. Stachniss Achim Walter W. Winterhalter Xiaolong Wu Juan I. Nieto 18 90 0 08 Nov 2019
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation Adam Paszke Abhishek Chaurasia Sangpil Kim Eugenio Culurciello SSeg 235 2,059 0 07 Jun 2016