A Survey of Deep Learning Techniques for Weed Detection from Images

A Survey of Deep Learning Techniques for Weed Detection from Images

2 March 2021

A. S. M. Mahmudul Hasan

Michael G. K. Jones

Papers citing "A Survey of Deep Learning Techniques for Weed Detection from Images"

16 / 16 papers shown

Title
Uncertainty Guarantees on Automated Precision Weeding using Conformal Prediction P. Melki Lionel Bombrun Boubacar Diallo Jérôme Dias Jean-Pierre da Costa 41 0 0 13 Jan 2025
From Seedling to Harvest: The GrowingSoy Dataset for Weed Detection in Soy Crops via Instance Segmentation Raul Steinmetz V. A. Kich Henrique Krever Joao D. Rigo Mazzarolo Ricardo B. Grando Vinicius Marini Celio Trois Ard Nieuwenhuizen 32 1 0 01 Jun 2024
WeedScout: Real-Time Autonomous blackgrass Classification and Mapping using dedicated hardware Matthew Gazzard Helen Hicks I. Ihianle Jordan J. Bird Md Mahmudul Hasan Pedro Machado 31 1 0 12 May 2024
Improved Crop and Weed Detection with Diverse Data Ensemble Learning Muhammad Asad Saeed Anwar Abdul Bais 14 4 0 02 Oct 2023
Large Language Models and Foundation Models in Smart Agriculture: Basics, Opportunities, and Challenges Jiajia Li Mingle Xu Lirong Xiang Dong Chen Weichao Zhuang Xunyuan Yin Zhao Li 25 3 0 13 Aug 2023
Multi-growth stage plant recognition: a case study of Palmer amaranth (Amaranthus palmeri) in cotton (Gossypium hirsutum) Guy R. Y. Coleman Matthew Kutugata Michael Walsh M. Bagavathiannan 25 6 0 28 Jul 2023
$Investigating image-based fallow weed detection performance on Raphanus sativus and Avena sativa at speeds up to 30 km h$^{-1}$$ Investigating image-based fallow weed detection performance on Raphanus sativus and Avena sativa at speeds up to 30 km h $^{-1}$ Guy R. Y. Coleman A. Macintyre Michael Walsh W. Salter 15 3 0 17 May 2023
CWD30: A Comprehensive and Holistic Dataset for Crop Weed Recognition in Precision Agriculture Talha Ilyas D. M. S. Arsa Khubaib Ahmad Yongchae Jeong Okjae Won Jong Hoon Lee H. Kim 8 3 0 17 May 2023
Panoptic One-Click Segmentation: Applied to Agricultural Data P. Zimmer Michael Halstead Chris McCool 16 2 0 15 Mar 2023
Generative models-based data labeling for deep networks regression: application to seed maturity estimation from UAV multispectral images Eric Dericquebourg A. Hafiane R. Canals 19 6 0 09 Aug 2022
Weed Recognition using Deep Learning Techniques on Class-imbalanced Imagery A. S. M. Mahmudul Hasan Ferdous Sohel D. Diepeveen Hamid Laga Michael G. K. Jones 17 17 0 15 Dec 2021
Performance Evaluation of Deep Transfer Learning on Multiclass Identification of Common Weed Species in Cotton Production Systems Dong Chen Yuzhen Lu Zhao Li Sierra N. Young 14 97 0 11 Oct 2021
ROW-SLAM: Under-Canopy Cornfield Semantic SLAM Jiacheng Yuan Jungseok Hong Junaed Sattar Volkan Isler 16 8 0 15 Sep 2021
Vision Transformers For Weeds and Crops Classification Of High Resolution UAV Images Reenul Reedha Eric Dericquebourg R. Canals A. Hafiane ViT 25 114 0 06 Sep 2021
A Deep Learning Approach Based on Graphs to Detect Plantation Lines D. Gonçalves Mauro dos Santos de Arruda H. Pistori V. Fernandes A. P. Ramos ... L. Osco Hongjie He Jonathan Li J. M. Junior W. Gonçalves 33 2 0 05 Feb 2021
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 440 15,637 0 02 Nov 2015