NDVI/NDRE prediction from standard RGB aerial imagery using deep learning

A new visible band index (vNDVI) for estimating NDVI values on RGB images utilizing genetic algorithms

(2020) Lucas Costa et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Deep learning in environmental remote sensing: Achievements and challenges

(2020) Qiangqiang Yuan et al.   REMOTE SENSING OF ENVIRONMENT

Generative adversarial networks

(2020) Ian Goodfellow et al.   COMMUNICATIONS OF THE ACM

PSGAN: A Generative Adversarial Network for Remote Sensing Image Pan-Sharpening

(2020) Qingjie Liu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Deep learning in remote sensing applications: A meta-analysis and review

(2019) Lei Ma et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A Comparative Study of RGB and Multispectral Sensor-Based Cotton Canopy Cover Modelling Using Multi-Temporal UAS Data

(2019) Akash Ashapure et al.   Remote Sensing

Generative Adversarial Networks: An Overview

(2018) Antonia Creswell et al.   IEEE SIGNAL PROCESSING MAGAZINE

Generative Adversarial Networks for Hyperspectral Image Classification

(2018) Lin Zhu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Challenges in Using Precision Agriculture to Optimize Symbiotic Nitrogen Fixation in Legumes: Progress, Limitations, and Future Improvements Needed in Diagnostic Testing

(2018) Malinda Thilakarathna et al.   Agronomy-Basel

Significant Remote Sensing Vegetation Indices: A Review of Developments and Applications

(2017) Jinru Xue et al.   Journal of Sensors

Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources

(2017) Xiao Xiang Zhu et al.   IEEE Geoscience and Remote Sensing Magazine

NDVI saturation adjustment: A new approach for improving cropland performance estimates in the Greater Platte River Basin, USA

(2013) Yingxin Gu et al.   ECOLOGICAL INDICATORS

Is there a relationship between peak-signal-to-noise ratio and structural similarity index measure?

(2013) Alain Horé et al.   IET Image Processing

The Importance of Accounting for Atmospheric Effects in the Application of NDVI and Interpretation of Satellite Imagery Supporting Archaeological Research: The Case Studies of Palaepaphos and Nea Paphos Sites in Cyprus

(2011) Athos Agapiou et al.   Remote Sensing

Precision Agriculture and Food Security

(2010) R. Gebbers et al.   SCIENCE

Thermal and Narrowband Multispectral Remote Sensing for Vegetation Monitoring From an Unmanned Aerial Vehicle

(2009) J. Berni et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING