Teaching the theory of estimation and detection via a GSM radio interface Simulation. - Jan C. Olivier; Waldo Kleynhans; Simeon Miteff (IEEE Trans. Educ., 2006)

Single antenna interference cancellation for synchronised GSM networks using a widely linear receiver. - Jan C. Olivier; Waldo Kleynhans (IET Commun., 2007)

Improving NDVI Time Series Class Separation using an Extended Kalman Filter. - Waldo Kleynhans; J. Corne Olivier; Brian P. Salmon; Konrad J. Wessels; Frans van den Bergh (IGARSS (4), 2009)

The Quest for Automated Land Cover Change Detection using Satellite Time Series Data. - Brian P. Salmon; Jan C. Olivier; Waldo Kleynhans; Konrad J. Wessels; Frans van den Bergh (IGARSS (4), 2009)

A spatio-temporal approach to detecting land cover change using an extended kalman filter on modis time series data. - Waldo Kleynhans; J. Corne Olivier; Brian P. Salmon; Konrad J. Wessels; Frans van den Bergh (IGARSS, 2010)

Automated land cover change detection: the quest for meaningful high temporal time series extraction. - Brian P. Salmon; Jan C. Olivier; Waldo Kleynhans; Konrad J. Wessels; Frans van den Bergh (IGARSS, 2010)

Improving Land Cover Class Separation Using an Extended Kalman Filter on MODIS NDVI Time-Series Data. - Waldo Kleynhans; J. Corné Olivier; Konrad J. Wessels; Frans van den Bergh; Brian P. Salmon; Karen C. Steenkamp (IEEE Geosci. Remote. Sens. Lett., 2010)

An autocorrelation analysis approach to detecting land cover change using hyper-temporal time-series data. - Waldo Kleynhans; Brian P. Salmon; Jan C. Olivier; Konrad J. Wessels; Frans van den Bergh (IGARSS, 2011)

A comparison of feature extraction methods within a spatio-temporal land cover change detection framework. - Waldo Kleynhans; Brian P. Salmon; Jan C. Olivier; Konrad J. Wessels; Frans van den Bergh (IGARSS, 2011)

Meta-optimization of the Extended Kalman Filter's parameters for improved feature extraction on hyper-temporal images. - Brian P. Salmon; Waldo Kleynhans; Frans van den Bergh; Jan C. Olivier; Willem J. Marais; Konrad J. Wessels (IGARSS, 2011)

The use of a Multilayer Perceptron for detecting new human settlements from a time series of MODIS images. - Brian P. Salmon; J. Corne Olivier; Waldo Kleynhans; Konrad J. Wessels; Frans van den Bergh; Karen C. Steenkamp (Int. J. Appl. Earth Obs. Geoinformation, 2011)

Detecting Land Cover Change Using an Extended Kalman Filter on MODIS NDVI Time-Series Data. - Waldo Kleynhans; Jan C. Olivier; Konrad J. Wessels; Brian P. Salmon; Frans van den Bergh; Karen C. Steenkamp (IEEE Geosci. Remote. Sens. Lett., 2011)

Unsupervised Land Cover Change Detection: Meaningful Sequential Time Series Analysis. - Brian P. Salmon; Jan C. Olivier; Konrad J. Wessels; Waldo Kleynhans; Frans van den Bergh; Karen C. Steenkamp (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011)

Sequential classification of MODIS time series. - Trienko L. Grobler; Etienne R. Ackermann; Augustinus J. van Zyl; Waldo Kleynhans; Brian P. Salmon; Jan C. Olivier (IGARSS, 2012)

Detecting land cover change using a sliding window temporal autocorrelation approach. - Waldo Kleynhans; Brian P. Salmon; Jan C. Olivier; Frans van den Bergh; Konrad J. Wessels; Trienko L. Grobler (IGARSS, 2012)

A search algorithm to meta-optimize the parameters for an extended KALMAN FILTER TO IMPROVE CLASSIFICATION ON HYPER-TEMPORAL IMAGES. - Brian P. Salmon; Waldo Kleynhans; Frans van den Bergh; Jan C. Olivier; Willem J. Marais; Trienko L. Grobler; Konrad J. Wessels (IGARSS, 2012)

Detecting land cover change by evaluating the internal covariance matrix of the Extended Kalman Filter. - Brian P. Salmon; Waldo Kleynhans; Frans van den Bergh; Jan C. Olivier; Konrad J. Wessels (IGARSS, 2012)

Land-Cover Separability Analysis of MODIS Time-Series Data Using a Combined Simple Harmonic Oscillator and a Mean Reverting Stochastic Process. - Trienko L. Grobler; Etienne R. Ackermann; Jan C. Olivier; Augustinus J. van Zyl; Waldo Kleynhans (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 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. - Waldo Kleynhans; Brian P. Salmon; Jan C. Olivier; Frans van den Bergh; Konrad J. Wessels; Trienko L. Grobler; Karen C. Steenkamp (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012)

Ship detection in South African oceans using a combination of SAR and historic LRIT data. - Waldo Kleynhans; Brian P. Salmon; Colin P. Schwegmann; M. Vincent Seotlo (IGARSS, 2013)

A spatio-temporal autocorrelation change detection approach using hyper-temporal satellite data. - Waldo Kleynhans; Brian P. Salmon; Konrad J. Wessels; J. Corne Olivier (IGARSS, 2013)

Evaluation of rule-based classifier for Landsat-based automated land cover mapping in South Africa. - Brian P. Salmon; Konrad J. Wessels; Frans van den Bergh; Karen C. Steenkamp; Waldo Kleynhans; Derick Swanepoel; David P. Roy; Valeriy Kovalskyy (IGARSS, 2013)

Using Page's Cumulative Sum Test on MODIS Time Series to Detect Land-Cover Changes. - Trienko L. Grobler; Etienne R. Ackermann; Augustinus J. van Zyl; Jan C. Olivier; Waldo Kleynhans; Brian P. Salmon (IEEE Geosci. Remote. Sens. Lett., 2013)

An Inductive Approach to Simulating Multispectral MODIS Surface Reflectance Time Series. - Trienko L. Grobler; Etienne R. Ackermann; Augustinus J. van Zyl; Jan C. Olivier; Waldo Kleynhans; Brian P. Salmon (IEEE Geosci. Remote. Sens. Lett., 2013)

Land Cover Change Detection Using the Internal Covariance Matrix of the Extended Kalman Filter Over Multiple Spectral Bands. - Brian Paxton Salmon; Waldo Kleynhans; Frans van den Bergh; Jan C. Olivier; Trienko L. Grobler; Konrad J. Wessels (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

Detecting settlement expansion using hyper-temporal SAR time-series. - Waldo Kleynhans; Brian P. Salmon (IGARSS, 2014)

A novel spatio-temporal change detection approach using hyper-temporal satellite data. - Waldo Kleynhans; Brian P. Salmon; Konrad J. Wessels (IGARSS, 2014)

Woody cover assessments in a Southern African savanna, using hyper-temporal C-band ASAR-WS data. - Russell Main; Renaud Mathieu; Waldo Kleynhans; Konrad J. Wessels; Laven Naidoo; Gregory P. Asner (IGARSS, 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. - Laven Naidoo; Renaud Mathieu; Russell Main; Waldo Kleynhans; Konrad J. Wessels; Gregory P. Asner; Brigitte Leblon (IGARSS, 2014)

A modified temporal approach to meta-optimizing an Extended Kalman Filter's parameters. - Brian P. Salmon; Waldo Kleynhans; Jan C. Olivier; Willem C. Olding; Konrad J. Wessels; Frans van den Bergh (IGARSS, 2014)

Using the butterfly effect in a deterministic non-linear system to detect Land cover change. - Brian P. Salmon; Jan C. Olivier; Waldo Kleynhans; Konrad J. Wessels (IGARSS, 2014)

Ship detection in South African oceans using SAR, CFAR and a Haar-like feature classifier. - Colin P. Schwegmann; Waldo Kleynhans; Brian P. Salmon (IGARSS, 2014)

Simulated annealing CFAR threshold selection for South African ship detection in ASAR imagery. - Colin P. Schwegmann; Waldo Kleynhans; Brian P. Salmon (IGARSS, 2014)

Meta-Optimization of the Extended Kalman Filter's Parameters Through the Use of the Bias Variance Equilibrium Point Criterion. - Brian P. Salmon; Waldo Kleynhans; Frans van den Bergh; Jan C. Olivier; Willem J. Marais; Trienko L. Grobler; Konrad J. Wessels (IEEE Trans. Geosci. Remote. Sens., 2014)

Bilge dump detection from SAR imagery using local binary patterns. - L. W. Mdakane; Waldo Kleynhans; Colin P. Schwegmann (IGARSS, 2015)

A multi-tier higher order conditional random field for land cover classification of multi-temporal multi-spectral landsat imagery. - Brian P. Salmon; Waldo Kleynhans; Jan C. Olivier; Colin P. Schwegmann; Willem C. Olding (IGARSS, 2015)

Proper comparison among methods using a confusion matrix. - Brian P. Salmon; Waldo Kleynhans; Colin P. Schwegmann; Jan C. Olivier (IGARSS, 2015)

A CA-CFAR and localized wavelet ship detector for Sentinel-1 imagery. - Colin P. Schwegmann; Waldo Kleynhans; Brian P. Salmon; Lizwe Mdakane (IGARSS, 2015)

Ship detection in Sentinel-1 imagery using the H-dome transformation. - Colin P. Schwegmann; Waldo Kleynhans; Brian P. Salmon; Lizwe Mdakane (IGARSS, 2015)

Detecting settlement expansion in South Africa using a hyper-temporal SAR change detection approach. - Waldo Kleynhans; Brian P. Salmon; Jan C. Olivier (Int. J. Appl. Earth Obs. Geoinformation, 2015)

Rapid detection of new and expanding human settlements in the Limpopo province of South Africa using a spatio-temporal change detection method. - Waldo Kleynhans; Brian P. Salmon; Konrad J. Wessels; J. Corne Olivier (Int. J. Appl. Earth Obs. Geoinformation, 2015)

Manifold Adaptation for Constant False Alarm Rate Ship Detection in South African Oceans. - Colin P. Schwegmann; Waldo Kleynhans; Brian P. Salmon (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Ship detection using VIIRS sensor specific data. - Benjamin Lebona; Waldo Kleynhans; Turgay Çelik 001; Lizwe Mdakane (IGARSS, 2016)

Using an active contour method to detect bilge dumps from SAR imagery. - L. W. Mdakane; Waldo Kleynhans; Colin P. Schwegmann (IGARSS, 2016)

Small ships don't shine: Classification of ocean vessels from low resolution, large swath area SAR acquisitions. - Rory Meyer; Waldo Kleynhans; Colin P. Schwegmann (IGARSS, 2016)

A heuristic approach to learning new graph structures for remote sensing images. - Brian P. Salmon; Waldo Kleynhans; Jan C. Olivier; Colin P. Schwegmann (IGARSS, 2016)

Transforming the autocorrelation function of a time series to detect land cover change. - Brian Paxton Salmon; Waldo Kleynhans; Jan C. Olivier; Colin P. Schwegmann (IGARSS, 2016)

Very deep learning for ship discrimination in Synthetic Aperture Radar imagery. - Colin P. Schwegmann; Waldo Kleynhans; Brian P. Salmon; L. W. Mdakane; Rory Meyer (IGARSS, 2016)

Ships as salient objects in Synthetic Aperture Radar imagery. - Colin P. Schwegmann; Waldo Kleynhans; Brian P. Salmon; L. W. Mdakane; Rory Meyer (IGARSS, 2016)

Detection of sinkhole precursors through SAR interferometry: First results from South Africa. - Andre Theron; Jeanine Engelbrecht; Jaco Kemp; Waldo Kleynhans; Terrence Turnbull (IGARSS, 2016)

Hyper-Temporal C-Band SAR for Baseline Woody Structural Assessments in Deciduous Savannas. - Russell Main; Renaud Mathieu; Waldo Kleynhans; Konrad J. Wessels; Laven Naidoo; Gregory P. Asner (Remote. Sens., 2016)

Image segmentation-based oil slick detection using sar radarsat-2 OSVN maritime data. - L. W. Mdakane; Waldo Kleynhans; Colin P. Schwegmann; Rory Meyer (IGARSS, 2017)

The best of a BAD situation: Optimising an algorithm to match course resolution SAR vessel detections to sparse AIS data. - Rory Meyer; Colin P. Schwegmann; Waldo Kleynhans (IGARSS, 2017)

Vessel classification features using spatial Bayesian inference from historical ais data. - Rory Meyer; Colin P. Schwegmann; Waldo Kleynhans (IGARSS, 2017)

Improving features used for hyper-temporal land cover change detection by reducing the uncertainty in the feature extraction method. - Brian P. Salmon; Waldo Kleynhans; J. Corné Olivier; Colin P. Schwegmann (IGARSS, 2017)

Subsidence feature discrimination using deep convolutional neural networks in synthetic aperture radar imagery. - Colin P. Schwegmann; Waldo Kleynhans; Jeanine Engelbrecht; L. W. Mdakane; Rory Meyer (IGARSS, 2017)

Synthetic aperture radar ship discrimination, generation and latent variable extraction using information maximizing generative adversarial networks. - Colin P. Schwegmann; Waldo Kleynhans; Brian P. Salmon; L. W. Mdakane; Rory Meyer (IGARSS, 2017)

Synthetic Aperture Radar Ship Detection Using Haar-Like Features. - Colin P. Schwegmann; Waldo Kleynhans; Brian P. Salmon (IEEE Geosci. Remote. Sens. Lett., 2017)

Detection of Sinkhole Precursors Through SAR Interferometry: Radar and Geological Considerations. - Andre Theron; Jeanine Engelbrecht; Jaco Kemp; Waldo Kleynhans; Terrence Turnbull (IEEE Geosci. Remote. Sens. Lett., 2017)

An Image-Segmentation-Based Framework to Detect Oil Slicks From Moving Vessels in the Southern African Oceans Using SAR Imagery. - Lizwe Wandile Mdakane; Waldo Kleynhans (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Applying Model Parameters as a Driving Force to a Deterministic Nonlinear System to Detect Land Cover Change. - Brian P. Salmon; Damien S. Holloway; Waldo Kleynhans; J. Corné Olivier; Konrad J. Wessels (IEEE Trans. Geosci. Remote. Sens., 2017)

Synthetic Aperture Radar Ship Detection Using Capsule Networks. - Colin P. Schwegmann; Waldo Kleynhans; Brian P. Salmon; L. W. Mdakane; Rory Meyer (IGARSS, 2018)

Transfer Learning for Multi-Frequency Synthetic Aperture Radar Applications. - Colin P. Schwegmann; Waldo Kleynhans; Brian P. Salmon; L. W. Mdakane; Rory Meyer; Jürgen Janoth; Parivash Lumsdon (IGARSS, 2018)

A modified temporal criterion to meta-optimize the extended Kalman filter for land cover classification of remotely sensed time series. - Brian P. Salmon; Waldo Kleynhans; Jan C. Olivier; Frans van den Bergh; Konrad J. Wessels (Int. J. Appl. Earth Obs. Geoinformation, 2018)

Extracting High-Volume Traffic Routes from AIS Spatial Distribution Maps. - Trienko L. Grobler; Waldo Kleynhans (IGARSS, 2019)

Empirically Comparing Two Dimensionality Reduction Techniques - PCA and FFT: A Settlement Detection Case Study in the Gauteng Province of South Africa. - Trienko L. Grobler; Waldo Kleynhans; Brian Paxton Salmon (IGARSS, 2019)

Unsupervised Land Cover Change Estimation Using Region Covariance Estimates. - Willem C. Olding; J. Corné Olivier; Brian P. Salmon; Waldo Kleynhans (IEEE Geosci. Remote. Sens. Lett., 2019)

A Forecasting Approach to Online Change Detection in Land Cover Time Series. - Willem C. Olding; Jan C. Olivier; Brian P. Salmon; Waldo Kleynhans (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Unsupervised Sequential Classification of Modis Time-Series. - Trienko L. Grobler; Waldo Kleynhans; Brian P. Salmon; Christiaan Neil Burger (IGARSS, 2020)

Discrete Kalman Filter and Linear Regression Comparison for Vessel Coordinate Prediction. - Christiaan Neil Burger; Trienko Lups Grobler; Waldo Kleynhans (MDM, 2020)

Using The GAF Transform and MODIS Time-Series to Perform Landcover Classification and Change Detection. - Trienko L. Grobler; Waldo Kleynhans; Brian P. Salmon (IGARSS, 2021)

A Parsimonious Neural Network for the Classification of Modis Time-Series. - Trienko L. Grobler; Waldo Kleynhans; Brian P. Salmon (IGARSS, 2021)

Feature Selection and Classification of Oil Spill From Vessels Using Sentinel-1 Wide-Swath Synthetic Aperture Radar Data. - Lizwe Wandile Mdakane; Waldo Kleynhans (IEEE Geosci. Remote. Sens. Lett., 2022)

A SAR ship dataset for detection, discrimination and analysis. - Colin P. Schwegmann; Waldo Kleynhans; Brian P. Salmon; L. W. Mdakane; Rory Meyer (IEEE DataPort, 2022)

Extended linear regression model for vessel trajectory prediction with a-priori AIS information. - Christiaan Neil Burger; Waldo Kleynhans; Trienko Lups Grobler (Geo spatial Inf. Sci., 2024)