Image Segmentation for Fruit Detection and Yield Estimation in Apple Orchards

25 October 2016

Papers citing "Image Segmentation for Fruit Detection and Yield Estimation in Apple Orchards"

15 / 15 papers shown

Title
AGRO: An Autonomous AI Rover for Precision Agriculture Simar Ghumman Fabio Di Troia William B. Andreopoulos Mark Stamp Sanjit Rai 31 0 0 02 May 2025
Optimizing Indoor Farm Monitoring Efficiency Using UAV: Yield Estimation in a GNSS-Denied Cherry Tomato Greenhouse Taewook Park Jinwoo Lee Hyondong Oh Won-Jae Yun Kyu-Wha Lee 30 0 0 02 May 2025
AgRegNet: A Deep Regression Network for Flower and Fruit Density Estimation, Localization, and Counting in Orchards Uddhav Bhattarai Santosh Bhusal Qin Zhang Manoj Karkee 101 1 0 20 Jan 2025
Spatio-Temporal Metric-Semantic Mapping for Persistent Orchard Monitoring: Method and Dataset Jiuzhou Lei Ankit Prabhu Xu Liu Fernando Cladera Mehrad Mortazavi Reza Ehsani Pratik Chaudhari Vijay R. Kumar 29 1 0 29 Sep 2024
High-Precision Fruit Localization Using Active Laser-Camera Scanning: Robust Laser Line Extraction for 2D-3D Transformation Pengyu Chu Zhaojian Li Kaixiang Zhang Kyle Lammers Renfu Lu 24 7 0 15 Nov 2023
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 28 28 0 04 Aug 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 22 15 0 08 Jun 2021
DeepApple: Deep Learning-based Apple Detection using a Suppression Mask R-CNN Pengyu Chu Zhaojian Li Kyle Lammers R. Lu Xiaoming Liu 32 7 0 19 Oct 2020
Central object segmentation by deep learning for fruits and other roundish objects M. Fukuda T. Okuno Shinya Yuki 21 13 0 04 Aug 2020
Finding Berries: Segmentation and Counting of Cranberries using Point Supervision and Shape Priors Peri Akiva Kristin J. Dana Peter Oudemans Michael Mars 38 28 0 18 Apr 2020
Grape detection, segmentation and tracking using deep neural networks and three-dimensional association T. T. Santos Leonardo L. de Souza A. Santos Sandra Avila 19 268 0 26 Jul 2019
Monocular Camera Based Fruit Counting and Mapping with Semantic Data Association Xuantong Liu Steven W. Chen Chenhao Liu Shreyas S. Shivakumar Jnaneshwar Das Camillo J. Taylor J. Underwood Vijay R. Kumar 21 72 0 04 Nov 2018
Robust Fruit Counting: Combining Deep Learning, Tracking, and Structure from Motion Xuantong Liu Steven W. Chen S. Aditya N. Sivakumar Sandeep Dcunha Chao Qu Camillo J. Taylor Jnaneshwar Das Vijay R. Kumar 6 104 0 01 Apr 2018
A Novel Weight-Shared Multi-Stage CNN for Scale Robustness Ryo Takahashi Takashi Matsubara K. Uehara OOD 30 21 0 12 Feb 2017