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Trajectory classification to support effective and efficient field-road classification

PeerJ. Computer science, 2024-03, Vol.10, p.e1945-e1945, Article e1945

2024

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Field–Road Operation Classification of Agricultural Machine GNSS Trajectories Using Spatio-Temporal Neural Network

Agronomy (Basel), 2023-05, Vol.13 (5), p.1415

2023

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Feature deformation network with multi-range feature enhancement for agricultural machinery operation mode identification

International journal of agricultural and biological engineering, 2024-08, Vol.17 (4), p.265-275

2024

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Lidar-Based 3D Obstacle Detection Using Focal Voxel R-CNN for Farmland Environment

Agronomy (Basel), 2023-03, Vol.13 (3), p.650

2023

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Identifying Working Trajectories of the Wheat Harvester In-Field Based on K-Means Algorithm

Agriculture (Basel), 2022-11, Vol.12 (11), p.1837

2022

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A Cloud-Based In-Field Fleet Coordination System for Multiple Operations

Energies (Basel), 2020-02, Vol.13 (4), p.775

2020

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Integrated Route-Planning System for Agricultural Robots

AgriEngineering, 2024-03, Vol.6 (1), p.657-677

2024

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Development of a smart mobile farming service system

Mathematical and computer modelling, 2011-08, Vol.54 (3), p.1194-1203

2011

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Classification and evaluation of uncertain influence factors for farm machinery service

International journal of agricultural and biological engineering, 2017-11, Vol.10 (6), p.164-174

2017

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Environment scenario identification based on GNSS recordings for agricultural tractors

Computers and electronics in agriculture, 2022-04, Vol.195, p.106829, Article 106829

2022

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Field-road trajectory segmentation for agricultural machinery based on direction distribution

Computers and electronics in agriculture, 2021-07, Vol.186, p.106180, Article 106180

2021

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A general image classification model for agricultural machinery trajectory mode recognition

Computers and electronics in agriculture, 2024-12, Vol.227, Article 109629

2024

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Addressing local sparsity in massive agricultural machinery trajectories: A BiLSTM-GRU approach

Computers and electronics in agriculture, 2024-11, Vol.226, p.109376, Article 109376

2024

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Field-road classification for GNSS recordings of agricultural machinery using pixel-level visual features

Computers and electronics in agriculture, 2023-07, Vol.210, p.107937, Article 107937

2023

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Dynamic Task Allocation Method for Heterogenous Multiagent System in Uncertain Scenarios of Agricultural Field Operation

Journal of physics. Conference series, 2022-10, Vol.2356 (1), p.12049

2022

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Reconstruction of missing points in agricultural machinery trajectory based on bidirectional adjacent information

Computers and electronics in agriculture, 2024-05, Vol.220, p.108920, Article 108920

2024

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Parameter optimization of the field-road trajectory segmentation model based on the chaos sensing slime mould algorithm

Soft computing (Berlin, Germany), 2024-10, Vol.28 (19), p.11065-11132

2024

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Identifying field and road modes of agricultural Machinery based on GNSS Recordings: A graph convolutional neural network approach

Computers and electronics in agriculture, 2022-07, Vol.198, p.107082, Article 107082

2022

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An obstacle avoidance path planner for an autonomous tractor using the minimum snap algorithm

Computers and electronics in agriculture, 2023-04, Vol.207, p.107738, Article 107738

2023

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Discovering spatiotemporal characteristics of the trans-regional harvesting operation using big data of GNSS trajectories in China

Computers and electronics in agriculture, 2023-08, Vol.211, p.108003, Article 108003

2023

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A Bagging-SVM field-road trajectory classification model based on feature enhancement

Computers and electronics in agriculture, 2024-02, Vol.217, p.108635, Article 108635

2024

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GAN-BiLSTM network for field-road classification on imbalanced GNSS recordings

Computers and electronics in agriculture, 2024-01, Vol.216, p.108457, Article 108457

2024

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Real-Time field road freespace extraction for agricultural machinery autonomous driving based on LiDAR

Computers and electronics in agriculture, 2023-08, Vol.211, p.108028, Article 108028

2023

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A hybrid genetic slime mould algorithm for parameter optimization of field-road trajectory segmentation models

Information processing in agriculture, 2023-11

2023

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Multi-view density-based field-road classification for agricultural machinery: DBSCAN and object detection

Computers and electronics in agriculture, 2022-09, Vol.200, p.107263, Article 107263

2022

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Trajectory classification to support effective and efficient field-road classification

Field–Road Operation Classification of Agricultural Machine GNSS Trajectories Using Spatio-Temporal Neural Network

Feature deformation network with multi-range feature enhancement for agricultural machinery operation mode identification

Lidar-Based 3D Obstacle Detection Using Focal Voxel R-CNN for Farmland Environment

Identifying Working Trajectories of the Wheat Harvester In-Field Based on K-Means Algorithm

A Cloud-Based In-Field Fleet Coordination System for Multiple Operations

Integrated Route-Planning System for Agricultural Robots

Development of a smart mobile farming service system

Classification and evaluation of uncertain influence factors for farm machinery service

Environment scenario identification based on GNSS recordings for agricultural tractors

Field-road trajectory segmentation for agricultural machinery based on direction distribution

A general image classification model for agricultural machinery trajectory mode recognition

Addressing local sparsity in massive agricultural machinery trajectories: A BiLSTM-GRU approach

Field-road classification for GNSS recordings of agricultural machinery using pixel-level visual features

Dynamic Task Allocation Method for Heterogenous Multiagent System in Uncertain Scenarios of Agricultural Field Operation

Reconstruction of missing points in agricultural machinery trajectory based on bidirectional adjacent information

Parameter optimization of the field-road trajectory segmentation model based on the chaos sensing slime mould algorithm

Identifying field and road modes of agricultural Machinery based on GNSS Recordings: A graph convolutional neural network approach

An obstacle avoidance path planner for an autonomous tractor using the minimum snap algorithm

Discovering spatiotemporal characteristics of the trans-regional harvesting operation using big data of GNSS trajectories in China

A Bagging-SVM field-road trajectory classification model based on feature enhancement

GAN-BiLSTM network for field-road classification on imbalanced GNSS recordings

Real-Time field road freespace extraction for agricultural machinery autonomous driving based on LiDAR

A hybrid genetic slime mould algorithm for parameter optimization of field-road trajectory segmentation models

Multi-view density-based field-road classification for agricultural machinery: DBSCAN and object detection

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