Waldo Kleynhans
Orcid: 0000-0002-7046-7023
According to our database1,
Waldo Kleynhans
authored at least 75 papers
between 2006 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2024
Extended linear regression model for vessel trajectory prediction with <i>a-priori</i> AIS information.
Geo spatial Inf. Sci., January, 2024
2022
Feature Selection and Classification of Oil Spill From Vessels Using Sentinel-1 Wide-Swath Synthetic Aperture Radar Data.
IEEE Geosci. Remote. Sens. Lett., 2022
2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Using The GAF Transform and MODIS Time-Series to Perform Landcover Classification and Change Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
Discrete Kalman Filter and Linear Regression Comparison for Vessel Coordinate Prediction.
Proceedings of the 21st IEEE International Conference on Mobile Data Management, 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
2019
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
IEEE Geosci. Remote. Sens. Lett., 2019
Empirically Comparing Two Dimensionality Reduction Techniques - PCA and FFT: A Settlement Detection Case Study in the Gauteng Province of South Africa.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
A modified temporal criterion to meta-optimize the extended Kalman filter for land cover classification of remotely sensed time series.
Int. J. Appl. Earth Obs. Geoinformation, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
2017
Applying Model Parameters as a Driving Force to a Deterministic Nonlinear System to Detect Land Cover Change.
IEEE Trans. Geosci. Remote. Sens., 2017
An Image-Segmentation-Based Framework to Detect Oil Slicks From Moving Vessels in the Southern African Oceans Using SAR Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Detection of Sinkhole Precursors Through SAR Interferometry: Radar and Geological Considerations.
IEEE Geosci. Remote. Sens. Lett., 2017
IEEE Geosci. Remote. Sens. Lett., 2017
Synthetic aperture radar ship discrimination, generation and latent variable extraction using information maximizing generative adversarial networks.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Subsidence feature discrimination using deep convolutional neural networks in synthetic aperture radar imagery.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Improving features used for hyper-temporal land cover change detection by reducing the uncertainty in the feature extraction method.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Vessel classification features using spatial Bayesian inference from historical ais data.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
The best of a BAD situation: Optimising an algorithm to match course resolution SAR vessel detections to sparse AIS data.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Image segmentation-based oil slick detection using sar radarsat-2 OSVN maritime data.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
2016
Hyper-Temporal C-Band SAR for Baseline Woody Structural Assessments in Deciduous Savannas.
Remote. Sens., 2016
Detection of sinkhole precursors through SAR interferometry: First results from South Africa.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Transforming the autocorrelation function of a time series to detect land cover change.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Small ships don't shine: Classification of ocean vessels from low resolution, large swath area SAR acquisitions.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
2015
Manifold Adaptation for Constant False Alarm Rate Ship Detection in South African Oceans.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Rapid detection of new and expanding human settlements in the Limpopo province of South Africa using a spatio-temporal change detection method.
Int. J. Appl. Earth Obs. Geoinformation, 2015
Detecting settlement expansion in South Africa using a hyper-temporal SAR change detection approach.
Int. J. Appl. Earth Obs. Geoinformation, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
A multi-tier higher order conditional random field for land cover classification of multi-temporal multi-spectral landsat imagery.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
2014
Meta-Optimization of the Extended Kalman Filter's Parameters Through the Use of the Bias Variance Equilibrium Point Criterion.
IEEE Trans. Geosci. Remote. Sens., 2014
Simulated annealing CFAR threshold selection for South African ship detection in ASAR imagery.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Ship detection in South African oceans using SAR, CFAR and a Haar-like feature classifier.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Using the butterfly effect in a deterministic non-linear system to detect Land cover change.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
A modified temporal approach to meta-optimizing an Extended Kalman Filter's parameters.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
The assessment of data mining algorithms for modelling Savannah Woody cover using multi-frequency (X-, C- and L-band) synthetic aperture radar (SAR) datasets.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Woody cover assessments in a Southern African savanna, using hyper-temporal C-band ASAR-WS data.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
A novel spatio-temporal change detection approach using hyper-temporal satellite data.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
2013
Land Cover Change Detection Using the Internal Covariance Matrix of the Extended Kalman Filter Over Multiple Spectral Bands.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013
An Inductive Approach to Simulating Multispectral MODIS Surface Reflectance Time Series.
IEEE Geosci. Remote. Sens. Lett., 2013
IEEE Geosci. Remote. Sens. Lett., 2013
Evaluation of rule-based classifier for Landsat-based automated land cover mapping in South Africa.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
A spatio-temporal autocorrelation change detection approach using hyper-temporal satellite data.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Ship detection in South African oceans using a combination of SAR and historic LRIT data.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
2012
Land Cover Change Detection Using Autocorrelation Analysis on MODIS Time-Series Data: Detection of New Human Settlements in the Gauteng Province of South Africa.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
Land-Cover Separability Analysis of MODIS Time-Series Data Using a Combined Simple Harmonic Oscillator and a Mean Reverting Stochastic Process.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
Detecting land cover change by evaluating the internal covariance matrix of the Extended Kalman Filter.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
A search algorithm to meta-optimize the parameters for an extended KALMAN FILTER TO IMPROVE CLASSIFICATION ON HYPER-TEMPORAL IMAGES.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Detecting land cover change using a sliding window temporal autocorrelation approach.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
2011
Unsupervised Land Cover Change Detection: Meaningful Sequential Time Series Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011
Detecting Land Cover Change Using an Extended Kalman Filter on MODIS NDVI Time-Series Data.
IEEE Geosci. Remote. Sens. Lett., 2011
The use of a Multilayer Perceptron for detecting new human settlements from a time series of MODIS images.
Int. J. Appl. Earth Obs. Geoinformation, 2011
Meta-optimization of the Extended Kalman Filter's parameters for improved feature extraction on hyper-temporal images.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
A comparison of feature extraction methods within a spatio-temporal land cover change detection framework.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
An autocorrelation analysis approach to detecting land cover change using hyper-temporal time-series data.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
2010
Improving Land Cover Class Separation Using an Extended Kalman Filter on MODIS NDVI Time-Series Data.
IEEE Geosci. Remote. Sens. Lett., 2010
Automated land cover change detection: the quest for meaningful high temporal time series extraction.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
A spatio-temporal approach to detecting land cover change using an extended kalman filter on modis time series data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
2009
The Quest for Automated Land Cover Change Detection using Satellite Time Series Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
2007
Single antenna interference cancellation for synchronised GSM networks using a widely linear receiver.
IET Commun., 2007
2006
Teaching the theory of estimation and detection via a GSM radio interface Simulation.
IEEE Trans. Educ., 2006