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

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

9 December 2016

Giorgio Grisetti

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

17 / 17 papers shown

Title
Knowledge-Informed Deep Learning for Irrigation Type Mapping from Remote Sensing Oishee Bintey Hoque Nibir Chandra Mandal Abhijin Adiga Samarth Swarup S. Nouwakpo Amanda Wilson Madhav Marathe 31 0 0 13 May 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 Marathe MoMe 45 0 0 13 May 2025
AgroGPT: Efficient Agricultural Vision-Language Model with Expert Tuning Muhammad Awais Ali Husain Salem Abdulla Alharthi Amandeep Kumar Hisham Cholakkal Rao Muhammad Anwer VLM 65 3 0 10 Jan 2025
Exploiting Boundary Loss for the Hierarchical Panoptic Segmentation of Plants and Leaves Madeleine Darbyshire Elizabeth I. Sklar Simon Parsons 51 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 37 11 0 19 Jul 2024
Tomato Maturity Recognition with Convolutional Transformers Asim Khan Taimur Hassan Muhammad Shafay Israa Fahmy Naoufel Werghi Seneviratne Mudigansalage Irfan Hussain ViT 42 24 0 04 Jul 2023
Render-in-the-loop aerial robotics simulator: Case Study on Yield Estimation in Indoor Agriculture Antun Ivanovic Marsela Polić Jelena Tabak M. Orsag 27 11 0 01 Mar 2022
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 28 2 0 15 Sep 2021
Grapevine Winter Pruning Automation: On Potential Pruning Points Detection through 2D Plant Modeling using Grapevine Segmentation Miguel Fernandes A. Scaldaferri G. Fiameni Tao Teng Matteo Gatti S. Poni Claudio Semini D. Caldwell Fei Chen 30 15 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 18 1 0 17 May 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 42 304 0 02 Mar 2021
Learning to Segment Human Body Parts with Synthetically Trained Deep Convolutional Networks Alessandro Saviolo Matteo Bonotto D. Evangelista Marco Imperoli Jacopo Lazzaro Emanuele Menegatti Alberto Pretto 3DH 21 3 0 02 Feb 2021
SLAM in the Field: An Evaluation of Monocular Mapping and Localization on Challenging Dynamic Agricultural Environment Fangwen Shu Paul Lesur Yaxu Xie A. Pagani D. Stricker 29 26 0 02 Nov 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 13 90 0 08 Nov 2019
The Rosario Dataset: Multisensor Data for Localization and Mapping in Agricultural Environments Taihú Pire Martín Mujica Javier Civera E. Kofman 21 79 0 17 Sep 2018
Real-time Semantic Segmentation of Crop and Weed for Precision Agriculture Robots Leveraging Background Knowledge in CNNs Andres Milioto Philipp Lottes C. Stachniss 25 362 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 16 266 0 11 Sep 2017