Grape detection, segmentation and tracking using deep neural networks and three-dimensional association

26 July 2019

Papers citing "Grape detection, segmentation and tracking using deep neural networks and three-dimensional association"

28 / 28 papers shown

Title
Few-Shot Adaptation of Grounding DINO for Agricultural Domain Rajhans Singh Rafael Bidese Puhl Kshitiz Dhakal Sudhir Sornapudi 26 0 0 09 Apr 2025
Raspberry PhenoSet: A Phenology-based Dataset for Automated Growth Detection and Yield Estimation Parham Jafary Anna Bazangeya Michelle Pham Lesley G. Campbell Sajad Saeedi Kourosh Zareinia Habiba Bougherara 25 0 0 01 Nov 2024
LeYOLO, New Scalable and Efficient CNN Architecture for Object Detection Lilian Hollard Lucas Mohimont N. Gaveau L. Steffenel ObjD 29 3 0 20 Jun 2024
Toward Semantic Scene Understanding for Fine-Grained 3D Modeling of Plants Mohamad Qadri Harry Freeman Eric Schneider George Kantor 11 0 0 28 Dec 2023
3D Pose Estimation of Tomato Peduncle Nodes using Deep Keypoint Detection and Point Cloud Jianchao Ci Xin Wang David Rapado Rincon A. K. Burusa Gert Kootstra 13 2 0 08 Nov 2023
DT/MARS-CycleGAN: Improved Object Detection for MARS Phenotyping Robot David Liu Zhengkun Li Zihao Wu Changying Li 33 3 0 19 Oct 2023
Detecting Olives with Synthetic or Real Data? Olive the Above Yianni Karabatis Xiao-sheng Lin N. Sanket M. Lagoudakis Yiannis Aloimonos 26 2 0 16 Aug 2023
Surgical fine-tuning for Grape Bunch Segmentation under Visual Domain Shifts Agnese Chiatti R. Bertoglio Nicolás Catalano Matteo Gatti Matteo Matteucci 21 4 0 03 Jul 2023
A differentiable Gaussian Prototype Layer for explainable Segmentation M. Gerstenberger Steffen Maass Peter Eisert S. Bosse 17 4 0 25 Jun 2023
Towards vision-based dual arm robotic fruit harvesting Ege Gursoy B. Navarro Akansel Cosgun Dana Kulić A. Cherubini 8 3 0 14 Jun 2023
Label-Efficient Learning in Agriculture: A Comprehensive Review Jiajia Li Dong Chen Xinda Qi Zhao Li Yanbo Huang Daniel Morris Xiaobo Tan 31 34 0 24 May 2023
Deep-Learning-based Counting Methods, Datasets, and Applications in Agriculture -- A Review Guy Farjon Huijun Liu Y. Edan 11 42 0 05 Mar 2023
How to Train an Accurate and Efficient Object Detection Model on Any Dataset Galina Zalesskaya B. Bylicka Eugene Liu 3DH 26 3 0 30 Nov 2022
Weakly and Semi-Supervised Detection, Segmentation and Tracking of Table Grapes with Limited and Noisy Data Thomas Alessandro Ciarfuglia I. M. Motoi Leonardo Saraceni Mulham Fawakherji Alberto Sanfeliu Daniele Nardi 29 23 0 27 Aug 2022
End-to-end deep learning for directly estimating grape yield from ground-based imagery A. Olenskyj B. Sams Zhenghao Fei Vishal Singh P. Raja G. Bornhorst J. M. Earles 26 28 0 04 Aug 2022
A Survey of Robotic Harvesting Systems and Enabling Technologies Leonidas Droukas Z. Doulgeri Nikolaos L. Tsakiridis Dimitra Triantafyllou Ioannis Kleitsiotis I. Mariolis Dimitrios Giakoumis Dimitrios Tzovaras D. Kateris D. Bochtis 4 49 0 21 Jul 2022
LDD: A Dataset for Grape Diseases Object Detection and Instance Segmentation L. Rossi M. Valenti S. Legler Andrea Prati 17 6 0 21 Jun 2022
A methodology for detection and localization of fruits in apples orchards from aerial images T. T. Santos L. Gebler 15 4 0 24 Oct 2021
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 16 2 0 15 Sep 2021
Enlisting 3D Crop Models and GANs for More Data Efficient and Generalizable Fruit Detection Zhenghao Fei A. Olenskyj B. Bailey Mason Earles 17 20 0 30 Aug 2021
Attention-based fusion of semantic boundary and non-boundary information to improve semantic segmentation Jefferson Fontinele Gabriel Lefundes Luciano Oliveira 19 0 0 05 Aug 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 14 15 0 08 Jun 2021
Distortion-Adaptive Grape Bunch Counting for Omnidirectional Images R. Akai Yuzuko Utsumi Y. Miwa Masakazu Iwamura K. Kise 6 4 0 28 Aug 2020
Towards Practical 2D Grapevine Bud Detection with Fully Convolutional Networks Wenceslao Villegas Marset Diego Sebastián Pérez Carlos Ariel Díaz F. Bromberg 12 1 0 27 Aug 2020
Central object segmentation by deep learning for fruits and other roundish objects M. Fukuda T. Okuno Shinya Yuki 19 13 0 04 Aug 2020
Scoring Root Necrosis in Cassava Using Semantic Segmentation Tusubira Francis Jeremy Benjamin Akera Solomon Nsumba J. Nakatumba‐Nabende Ernest Mwebaze 6 8 0 07 May 2020
Image Segmentation for Fruit Detection and Yield Estimation in Apple Orchards Suchet Bargoti J. Underwood 35 405 0 25 Oct 2016
ORB-SLAM2: an Open-Source SLAM System for Monocular, Stereo and RGB-D Cameras Raul Mur-Artal Juan D. Tardós 204 5,368 0 20 Oct 2016