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

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

19 / 19 papers shown

Title
Data-Centric Digital Agriculture: A Perspective R. Roscher Lukas Roth C. Stachniss Achim Walter 55 2 0 06 Dec 2023
BonnBot-I: A Precise Weed Management and Crop Monitoring Platform Alireza Ahmadi Michael Halstead Chris McCool 13 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 109 33 0 07 Jun 2023
On Domain-Specific Pre-Training for Effective Semantic Perception in Agricultural Robotics Gianmarco Roggiolani Federico Magistri Tiziano Guadagnino J. Weyler Giorgio Grisetti C. Stachniss Jens Behley 31 5 0 22 Mar 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 68 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 85 24 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 53 30 0 01 Apr 2022
Deep-CNN based Robotic Multi-Class Under-Canopy Weed Control in Precision Farming Yayun Du Guofeng Zhang D. Tsang M. Jawed 31 20 0 28 Dec 2021
Simultaneously Predicting Multiple Plant Traits from Multiple Sensors via Deformable CNN Regression P. Raja A. Olenskyj Hamid Kamangir Mason Earles 49 6 0 06 Dec 2021
Towards practical object detection for weed spraying in precision agriculture A. Gomez Madeleine Darbyshire Junfeng Gao Elizabeth I. Sklar Simon Parsons 54 27 0 22 Sep 2021
Virtual Temporal Samples for Recurrent Neural Networks: applied to semantic segmentation in agriculture Alireza Ahmadi Michael Halstead Chris McCool 42 9 0 18 Jun 2021
Deep Learning Techniques for In-Crop Weed Identification: A Review Kun Hu Zhiyong Wang Guy R. Y. Coleman Asher Bender Tingting Yao Shan Zeng Dezhen Song Arnold Schumann Michael Walsh 39 30 0 27 Mar 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 71 320 0 02 Mar 2021
Weed Density and Distribution Estimation for Precision Agriculture using Semi-Supervised Learning Shantam Shorewala Armaan Ashfaque R. Sidharth Ujjwal Verma 46 67 0 04 Nov 2020
Multi-Spectral Image Synthesis for Crop/Weed Segmentation in Precision Farming Mulham Fawakherji Ciro Potena Alberto Pretto D. Bloisi Daniele Nardi 53 76 0 12 Sep 2020
Finding Berries: Segmentation and Counting of Cranberries using Point Supervision and Shape Priors Peri Akiva Kristin J. Dana Peter Oudemans Michael Mars 79 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 80 93 0 08 Nov 2019
Semi-supervised GAN for Classification of Multispectral Imagery Acquired by UAVs H. Kerdegari Manzoor Razaak Vasileios Argyriou Paolo Remagnino 10 10 0 24 May 2019
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 82 218 0 31 Jul 2018