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Deep learning-based prediction of plant height and crown area of vegetable crops using LiDAR point cloud

Scientific reports, 2024-06, Vol.14 (1), p.14903-15, Article 14903

2024

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Object-level classification of vegetable crops in 3D LiDAR point cloud using deep learning convolutional neural networks

Precision agriculture, 2021-10, Vol.22 (5), p.1617-1633

2021

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A Novel Supervised Cascaded Classifier System (SC²S) for Robust Remote Sensing Image Classification

IEEE geoscience and remote sensing letters, 2021-03, Vol.18 (3), p.421-425

2021

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Estimation of Vegetable Crop Parameter by Multi-temporal UAV-Borne Images

Remote sensing (Basel, Switzerland), 2018-05, Vol.10 (5), p.805

2018

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Target detection in hyperspectral imagery using atmospheric-spectral modelling and deep learning

IEEE geoscience and remote sensing letters, 2022, Vol.19, p.1-1

2022

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Gudalur Spectral Target Detection (GST-D): A New Benchmark Dataset and Engineered Material Target Detection in Multi-Platform Remote Sensing Data

Remote sensing (Basel, Switzerland), 2020-07, Vol.12 (13), p.2145

2020

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Air Pollution Monitoring, and Modelling: An Overview

Environmental forensics, 2024-09, Vol.25 (5), p.309-336

2024

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Benchmark studies on pixel-level spectral unmixing of multi-resolution hyperspectral imagery

International journal of remote sensing, 2022-02, Vol.43 (4), p.1451-1484

2022

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Evaluation of Height Metrics and Above-Ground Biomass Density from GEDI and ICESat-2 Over Indian Tropical Dry Forests using Airborne LiDAR Data

Journal of the Indian Society of Remote Sensing, 2024-04, Vol.52 (4), p.841-856

2024

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Dynamic Ensemble Selection Approach for Hyperspectral Image Classification With Joint Spectral and Spatial Information

IEEE journal of selected topics in applied earth observations and remote sensing, 2015-06, Vol.8 (6), p.2405-2417

2015

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Non-Destructive Allometric Modeling for Tree Volume Estimation in Tropical Dry Deciduous Forests of India Using Terrestrial Laser Scanner

Journal of the Indian Society of Remote Sensing, 2024-04, Vol.52 (4), p.825-839

2024

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Use of field reflectance data for crop mapping using airborne hyperspectral image

ISPRS journal of photogrammetry and remote sensing, 2011-09, Vol.66 (5), p.683-691

2011

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Segmentation based building detection approach from LiDAR point cloud

The Egyptian journal of remote sensing and space sciences, 2017-06, Vol.20 (1), p.71-77

2017

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Retrieval of microphysical parameters of monsoonal rain using X-band dual-polarization radar: their seasonal dependence and evaluation

Atmospheric measurement techniques, 2023-02, Vol.16 (4), p.871-888

2023

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Structure and composition of field margin vegetation in the rural-urban interface of Bengaluru, India: a case study on an unexplored dimension of agroecosystems

Environmental monitoring and assessment, 2020-08, Vol.192 (8), p.520-520, Article 520

2020

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Active Learning-Based Optimized Training Library Generation for Object-Oriented Image Classification

IEEE transactions on geoscience and remote sensing, 2018-01, Vol.56 (1), p.575-585

2018

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Multi-platform optical remote sensing dataset for target detection

Data in brief, 2020-12, Vol.33, p.106362-106362, Article 106362

2020

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International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing 2023: A Brief Report [Conference Reports]

IEEE geoscience and remote sensing magazine, 2024-03, Vol.12 (1), p.190-194

2024

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Assessment of the Long-Term Dynamics of Algal Blooms and Their Linkages with Oceanographic Parameters Using Time-Series Remote Sensing Data

IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, 2023, p.4016-4018

2023

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Ultra-high-resolution hyperspectral imagery datasets for precision agriculture applications

Data in brief, 2024-08, Vol.55, p.110649, Article 110649

2024

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CloudSegnet: A Deep Learning Based Segmentation Method For Cloud Detection In Multispectral Satellite Imagery

IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, 2023, p.3827-3829

2023

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Multi-Temporal Monsoon Crop Biomass Estimation Using Hyperspectral Imaging

Remote sensing (Basel, Switzerland), 2019-08, Vol.11 (15), p.1771

2019

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Transferring spectral libraries of canopy reflectance for crop classification using hyperspectral remote sensing data

Biosystems engineering, 2011, Vol.110 (3), p.231-246

2011

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Multi-resolution terrestrial hyperspectral dataset for spectral unmixing problems

Data in brief, 2022-08, Vol.43, p.108331, Article 108331

2022

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In-situ and airborne hyperspectral data for detecting agricultural activities in a dense forest landscape

Data in brief, 2023-10, Vol.50, p.109510-109510, Article 109510

2023

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Deep learning-based prediction of plant height and crown area of vegetable crops using LiDAR point cloud

Object-level classification of vegetable crops in 3D LiDAR point cloud using deep learning convolutional neural networks

A Novel Supervised Cascaded Classifier System (SC²S) for Robust Remote Sensing Image Classification

Estimation of Vegetable Crop Parameter by Multi-temporal UAV-Borne Images

Target detection in hyperspectral imagery using atmospheric-spectral modelling and deep learning

Gudalur Spectral Target Detection (GST-D): A New Benchmark Dataset and Engineered Material Target Detection in Multi-Platform Remote Sensing Data

Air Pollution Monitoring, and Modelling: An Overview

Benchmark studies on pixel-level spectral unmixing of multi-resolution hyperspectral imagery

Evaluation of Height Metrics and Above-Ground Biomass Density from GEDI and ICESat-2 Over Indian Tropical Dry Forests using Airborne LiDAR Data

Dynamic Ensemble Selection Approach for Hyperspectral Image Classification With Joint Spectral and Spatial Information

Non-Destructive Allometric Modeling for Tree Volume Estimation in Tropical Dry Deciduous Forests of India Using Terrestrial Laser Scanner

Use of field reflectance data for crop mapping using airborne hyperspectral image

Segmentation based building detection approach from LiDAR point cloud

Retrieval of microphysical parameters of monsoonal rain using X-band dual-polarization radar: their seasonal dependence and evaluation

Structure and composition of field margin vegetation in the rural-urban interface of Bengaluru, India: a case study on an unexplored dimension of agroecosystems

Active Learning-Based Optimized Training Library Generation for Object-Oriented Image Classification

Multi-platform optical remote sensing dataset for target detection

International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing 2023: A Brief Report [Conference Reports]

Assessment of the Long-Term Dynamics of Algal Blooms and Their Linkages with Oceanographic Parameters Using Time-Series Remote Sensing Data

Ultra-high-resolution hyperspectral imagery datasets for precision agriculture applications

CloudSegnet: A Deep Learning Based Segmentation Method For Cloud Detection In Multispectral Satellite Imagery

Multi-Temporal Monsoon Crop Biomass Estimation Using Hyperspectral Imaging

Transferring spectral libraries of canopy reflectance for crop classification using hyperspectral remote sensing data

Multi-resolution terrestrial hyperspectral dataset for spectral unmixing problems

In-situ and airborne hyperspectral data for detecting agricultural activities in a dense forest landscape

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