Object-Based Crop Species Classification Based on the Combination of Airborne Hyperspectral Images and LiDAR Data

Identification of crop species is an important issue in agricultural management. In recent years, many studies have explored this topic using multi-spectral and hyperspectral remote sensing data. In this study, we perform dedicated research to propose a framework for mapping crop species by combini...

書誌詳細
出版年:	Remote Sensing
主要な著者:	Xiaolong Liu, Yanchen Bo
フォーマット:	論文
言語:	英語
出版事項:	MDPI AG 2015-01-01
主題:	crop species classification hyperspectral remote sensing LiDAR data object-based classification image segmentation
オンライン･アクセス:	http://www.mdpi.com/2072-4292/7/1/922

類似資料

Automatic Extraction of Grasses and Individual Trees in Urban Areas Based on Airborne Hyperspectral and LiDAR Data
著者:: Qixia Man, 等
出版事項: (2020-08-01)

Feasibility Study on the Classification of Persimmon Trees’ Components Based on Hyperspectral LiDAR
著者:: Hui Shao, 等
出版事項: (2023-03-01)

Multi-Temporal LiDAR and Hyperspectral Data Fusion for Classification of Semi-Arid Woody Cover Species
著者:: Cynthia L. Norton, 等
出版事項: (2022-06-01)

UAV LiDAR and Hyperspectral Data Synergy for Tree Species Classification in the Maoershan Forest Farm Region
著者:: Bin Wang, 等
出版事項: (2023-02-01)

Classification of Hyperspectral-LiDAR Dual-View Data Using Hybrid Feature and Trusted Decision Fusion
著者:: Jian Liu, 等
出版事項: (2024-11-01)

Multi-Feature Cross Attention-Induced Transformer Network for Hyperspectral and LiDAR Data Classification
著者:: Zirui Li, 等
出版事項: (2024-07-01)

SVM-Based Classification of Segmented Airborne LiDAR Point Clouds in Urban Areas
著者:: Xiaogang Ning, 等
出版事項: (2013-07-01)

A metaheuristic feature-level fusion strategy in classification of urban area using hyperspectral imagery and LiDAR data
著者:: Hadiseh Hasani, 等
出版事項: (2017-01-01)

Multilevel Feature Gated Fusion Based Spatial and Frequency Domain Attention Network for Joint Classification of Hyperspectral and LiDAR Data
著者:: Cuiping Shi, 等
出版事項: (2025-01-01)

A Review of Tree Species Classification Based on Airborne LiDAR Data and Applied Classifiers
著者:: Maja Michałowska, 等
出版事項: (2021-01-01)

Preliminary verification of hyperspectral LiDAR covering VIS-NIR-SWIR used for objects classification
著者:: Haibin Sun, 等
出版事項: (2022-12-01)

Parameter Simulation and Design of an Airborne Hyperspectral Imaging LiDAR System
著者:: Liyong Qian, 等
出版事項: (2021-12-01)

Classifying Forest Type in the National Forest Inventory Context with Airborne Hyperspectral and Lidar Data
著者:: Caileigh Shoot, 等
出版事項: (2021-05-01)

Fusion of Airborne LiDAR Point Clouds and Aerial Images for Heterogeneous Land-Use Urban Mapping
著者:: Yasmine Megahed, 等
出版事項: (2021-02-01)

Fusion of Hyperspectral CASI and Airborne LiDAR Data for Ground Object Classification through Residual Network
著者:: Zhanyuan Chang, 等
出版事項: (2020-07-01)

Attention-Guided Fusion and Classification for Hyperspectral and LiDAR Data
著者:: Jing Huang, 等
出版事項: (2023-12-01)

FE-MCFN: Fuzzy-Enhanced Multi-Scale Cross-Modal Fusion Network for Hyperspectral and LiDAR Joint Data Classification
著者:: Shuting Wei, 等
出版事項: (2025-08-01)

Hyperspectral LiDAR-Based Plant Spectral Profiles Acquisition: Performance Assessment and Results Analysis
著者:: Jianxin Jia, 等
出版事項: (2021-06-01)

Deep Fuzzy Fusion Network for Joint Hyperspectral and LiDAR Data Classification
著者:: Guangen Liu, 等
出版事項: (2025-08-01)

Morphological Convolution and Attention Calibration Network for Hyperspectral and LiDAR Data Classification
著者:: Zhongwei Li, 等
出版事項: (2023-01-01)

Feature-Decision Level Collaborative Fusion Network for Hyperspectral and LiDAR Classification
著者:: Shenfu Zhang, 等
出版事項: (2023-08-01)

True-Color Reconstruction Based on Hyperspectral LiDAR Echo Energy
著者:: Tengfeng Wang, 等
出版事項: (2021-07-01)

Attention Fusion of Transformer-Based and Scale-Based Method for Hyperspectral and LiDAR Joint Classification
著者:: Maqun Zhang, 等
出版事項: (2023-01-01)

MHCMamba: Multiscale Hybrid Convolution Mamba Network for Hyperspectral and LiDAR Image Classification
著者:: Ziqi Li, 等
出版事項: (2025-01-01)

PyionNet: Pyramid Progressive Cross-Fusion Network for Joint Classification of Hyperspectral and LiDAR Data
著者:: Haizhu Pan, 等
出版事項: (2025-01-01)

AFA–Mamba: Adaptive Feature Alignment with Global–Local Mamba for Hyperspectral and LiDAR Data Classification
著者:: Sai Li, 等
出版事項: (2024-10-01)

Classification of Photogrammetric and Airborne LiDAR Point Clouds Using Machine Learning Algorithms
著者:: Zaide Duran, 等
出版事項: (2021-09-01)

LiDAR-Based Dense Pedestrian Detection and Tracking
著者:: Wenguang Wang, 等
出版事項: (2022-02-01)

Real-Time Safe Landing Zone Identification Based on Airborne LiDAR
著者:: Ali Massoud, 等
出版事項: (2023-03-01)

LiDAR Intensity Completion: Fully Exploiting the Message from LiDAR Sensors
著者:: Weichen Dai, 等
出版事項: (2022-10-01)

CSTC: Visual Transformer Network with Multimodal Dual Fusion for Hyperspectral and LiDAR Image Classification
著者:: Yong Mei, 等
出版事項: (2025-09-01)

MHST: Multiscale Head Selection Transformer for Hyperspectral and LiDAR Classification
著者:: Kang Ni, 等
出版事項: (2024-01-01)

Airborne LiDAR Intensity Correction Based on a New Method for Incidence Angle Correction for Improving Land-Cover Classification
著者:: Qiong Wu, 等
出版事項: (2021-02-01)

Multimodal Prompt Tuning for Hyperspectral and LiDAR Classification
著者:: Zhengyu Liu, 等
出版事項: (2025-08-01)

Airborne multi-seasonal LiDAR and hyperspectral data integration for individual tree-level classification in urban green spaces at city scale
著者:: Daeyeol Kim, 等
出版事項: (2025-02-01)

Underwater Sphere Classification Using AOTF-Based Multispectral LiDAR
著者:: Yukai Ma, 等
出版事項: (2025-10-01)

Joint Classification of Hyperspectral Images and LiDAR Data Based on Dual-Branch Transformer
著者:: Qingyan Wang, 等
出版事項: (2024-01-01)

Airborne Dual-Wavelength LiDAR Data for Classifying Land Cover
著者:: Cheng-Kai Wang, 等
出版事項: (2014-01-01)

Multi-Temporal Predictive Modelling of Sorghum Biomass Using UAV-Based Hyperspectral and LiDAR Data
著者:: Ali Masjedi, 等
出版事項: (2020-11-01)

Dual-Branch Soft Attention Network With Multiscale Feature Interaction for Hyperspectral and LiDAR Data Classification
著者:: Yan Mo, 等
出版事項: (2025-01-01)