Graph-Based Data Fusion Applied to: Change Detection and Biomass Estimation in Rice Crops

Change Detection Based on Artificial Intelligence: State-of-the-Art and Challenges

(2020) Wenzhong Shi et al.   Remote Sensing

A New End-to-End Multi-Dimensional CNN Framework for Land Cover/Land Use Change Detection in Multi-Source Remote Sensing Datasets

(2020) Seyd Teymoor Seydi et al.   Remote Sensing

High-Throughput Biomass Estimation in Rice Crops Using UAV Multispectral Imagery

(2019) Carlos A. Devia et al.   JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS

Learning Graphs From Data: A Signal Representation Perspective

(2019) Xiaowen Dong et al.   IEEE SIGNAL PROCESSING MAGAZINE

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

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

Multi-graph fusion for multi-view spectral clustering

(2019) Zhao Kang et al.   KNOWLEDGE-BASED SYSTEMS

Unsupervised Image Regression for Heterogeneous Change Detection

(2019) Luigi Tommaso Luppino et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A Theoretical Framework for Change Detection Based on a Compound Multiclass Statistical Model of the Difference Image

(2018) Massimo Zanetti et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Change Detection in Heterogenous Remote Sensing Images via Homogeneous Pixel Transformation

(2018) Zhunga Liu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Leveraging multi-modal fusion for graph-based image annotation

(2018) S. Hamid Amiri et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

New Robust Statistics for Change Detection in Time Series of Multivariate SAR Images

(2018) Ammar Mian et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Change Detection Based on Multi-Feature Clustering Using Differential Evolution for Landsat Imagery

(2018) Mi Song et al.   Remote Sensing

Change Detection in Multispectral Landsat Images Using Multiobjective Evolutionary Algorithm

(2017) Amir Yavariabdi et al.   IEEE Geoscience and Remote Sensing Letters

Forest Change Detection in Incomplete Satellite Images With Deep Neural Networks

(2017) Salman H. Khan et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Estimating rice yield related traits and quantitative trait loci analysis under different nitrogen treatments using a simple tower-based field phenotyping system with modified single-lens reflex cameras

(2017) Hiroki Naito et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Multi-graph feature level fusion for person re-identification

(2017) Le An et al.   NEUROCOMPUTING

Multi-modal classification of Alzheimer's disease using nonlinear graph fusion

(2017) Tong Tong et al.   PATTERN RECOGNITION

Spectroscopic Estimation of Biomass in Canopy Components of Paddy Rice Using Dry Matter and Chlorophyll Indices

(2017) Tao Cheng et al.   Remote Sensing

Fusion of Spectral and Spatial Information for Classification of Hyperspectral Remote-Sensed Imagery by Local Graph

(2016) Wenzhi Liao et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

False Discovery Rate Approach to Unsupervised Image Change Detection

(2016) Vladimir A. Krylov et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Multi-temporal and multi-source remote sensing image classification by nonlinear relative normalization

(2016) Devis Tuia et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Principal component analysis: a review and recent developments

(2016) Ian T. Jolliffe et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Evaluation of red and red-edge reflectance-based vegetation indices for rice biomass and grain yield prediction models in paddy fields

(2016) Yumiko Kanke et al.   PRECISION AGRICULTURE

Generalized Graph-Based Fusion of Hyperspectral and LiDAR Data Using Morphological Features

(2015) Wenzhi Liao et al.   IEEE Geoscience and Remote Sensing Letters

Rayleigh-Rice Mixture Parameter Estimation via EM Algorithm for Change Detection in Multispectral Images

(2015) Massimo Zanetti et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Evaluating the relationship between biomass, percent groundcover and remote sensing indices across six winter cover crop fields in Maryland, United States

(2015) Kusuma Prabhakara et al.   International Journal of Applied Earth Observation and Geoinformation

Challenges and Opportunities of Multimodality and Data Fusion in Remote Sensing

(2015) M. Dalla Mura et al.   PROCEEDINGS OF THE IEEE

Multimodal Data Fusion: An Overview of Methods, Challenges, and Prospects

(2015) Dana Lahat et al.   PROCEEDINGS OF THE IEEE

Hyperspectral and LiDAR Data Fusion: Outcome of the 2013 GRSS Data Fusion Contest

(2014) Christian Debes et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Estimating Biomass of Barley Using Crop Surface Models (CSMs) Derived from UAV-Based RGB Imaging

(2014) Juliane Bendig et al.   Remote Sensing

Hyperspectral canopy sensing of paddy rice aboveground biomass at different growth stages

(2013) Martin L. Gnyp et al.   FIELD CROPS RESEARCH

Classification of Time Series of Multispectral Images With Limited Training Data

(2013) B. Demir et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Estimating Rice Grain Yield Potential Using Normalized Difference Vegetation Index

(2011) D. L. Harrell et al.   AGRONOMY JOURNAL

Change Detection in Synthetic Aperture Radar Images based on Image Fusion and Fuzzy Clustering

(2011) Maoguo Gong et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Change Detection in Satellite Images Using a Genetic Algorithm Approach

(2010) Turgay Celik   IEEE Geoscience and Remote Sensing Letters

Fuzzy clustering algorithms for unsupervised change detection in remote sensing images

(2010) Ashish Ghosh et al.   INFORMATION SCIENCES