| 2021 | IGARSS | Using The GAF Transform and MODIS Time-Series to Perform Landcover Classification and Change Detection. | Trienko L. Grobler, Waldo Kleynhans, Brian P. Salmon |
| 2021 | IGARSS | A Parsimonious Neural Network for the Classification of Modis Time-Series. | Trienko L. Grobler, Waldo Kleynhans, Brian P. Salmon |
| 2020 | IGARSS | Unsupervised Sequential Classification of Modis Time-Series. | Trienko L. Grobler, Waldo Kleynhans, Brian P. Salmon, Christiaan Neil Burger |
| 2020 | MDM | Discrete Kalman Filter and Linear Regression Comparison for Vessel Coordinate Prediction. | Christiaan Neil Burger, Trienko Lups Grobler, Waldo Kleynhans |
| 2019 | IGARSS | Extracting High-Volume Traffic Routes from AIS Spatial Distribution Maps. | Trienko L. Grobler, Waldo Kleynhans |
| 2019 | IGARSS | 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 |
| 2018 | IGARSS | Synthetic Aperture Radar Ship Detection Using Capsule Networks. | Colin P. Schwegmann, Waldo Kleynhans, Brian P. Salmon, L. W. Mdakane, Rory Meyer |
| 2018 | IGARSS | Transfer Learning for Multi-Frequency Synthetic Aperture Radar Applications. | Colin P. Schwegmann, Waldo Kleynhans, Brian P. Salmon, L. W. Mdakane, Rory Meyer, Jrgen Janoth, Parivash Lumsdon |
| 2017 | IGARSS | Image segmentation-based oil slick detection using sar radarsat-2 OSVN maritime data. | L. W. Mdakane, Waldo Kleynhans, Colin P. Schwegmann, Rory Meyer |
| 2017 | IGARSS | 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 |
| 2017 | IGARSS | Vessel classification features using spatial Bayesian inference from historical ais data. | Rory Meyer, Colin P. Schwegmann, Waldo Kleynhans |
| 2017 | IGARSS | 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. Corn Olivier, Colin P. Schwegmann |
| 2017 | IGARSS | 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 |
| 2017 | IGARSS | 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 |
| 2016 | IGARSS | Using an active contour method to detect bilge dumps from SAR imagery. | L. W. Mdakane, Waldo Kleynhans, Colin P. Schwegmann |
| 2016 | IGARSS | Small ships don't shine: Classification of ocean vessels from low resolution, large swath area SAR acquisitions. | Rory Meyer, Waldo Kleynhans, Colin P. Schwegmann |
| 2016 | IGARSS | A heuristic approach to learning new graph structures for remote sensing images. | Brian P. Salmon, Waldo Kleynhans, Jan C. Olivier, Colin P. Schwegmann |
| 2016 | IGARSS | Transforming the autocorrelation function of a time series to detect land cover change. | Brian Paxton Salmon, Waldo Kleynhans, Jan C. Olivier, Colin P. Schwegmann |
| 2016 | IGARSS | Very deep learning for ship discrimination in Synthetic Aperture Radar imagery. | Colin P. Schwegmann, Waldo Kleynhans, Brian P. Salmon, L. W. Mdakane, Rory Meyer |
| 2016 | IGARSS | Ships as salient objects in Synthetic Aperture Radar imagery. | Colin P. Schwegmann, Waldo Kleynhans, Brian P. Salmon, L. W. Mdakane, Rory Meyer |
| 2016 | IGARSS | Detection of sinkhole precursors through SAR interferometry: First results from South Africa. | Andre Theron, Jeanine Engelbrecht, Jaco Kemp, Waldo Kleynhans, Terrence Turnbull |
| 2016 | IGARSS | Ship detection using VIIRS sensor specific data. | Benjamin Lebona, Waldo Kleynhans, Turgay elik, Lizwe Mdakane |
| 2015 | IGARSS | Bilge dump detection from SAR imagery using local binary patterns. | L. W. Mdakane, Waldo Kleynhans, Colin P. Schwegmann |
| 2015 | IGARSS | 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 |
| 2015 | IGARSS | Proper comparison among methods using a confusion matrix. | Brian P. Salmon, Waldo Kleynhans, Colin P. Schwegmann, Jan C. Olivier |
| 2015 | IGARSS | A CA-CFAR and localized wavelet ship detector for Sentinel-1 imagery. | Colin P. Schwegmann, Waldo Kleynhans, Brian P. Salmon, Lizwe Mdakane |
| 2015 | IGARSS | Ship detection in Sentinel-1 imagery using the H-dome transformation. | Colin P. Schwegmann, Waldo Kleynhans, Brian P. Salmon, Lizwe Mdakane |
| 2014 | IGARSS | 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 |
| 2014 | IGARSS | 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 |
| 2014 | IGARSS | 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 |
| 2014 | IGARSS | Ship detection in South African oceans using SAR, CFAR and a Haar-like feature classifier. | Colin P. Schwegmann, Waldo Kleynhans, Brian P. Salmon |
| 2014 | IGARSS | Simulated annealing CFAR threshold selection for South African ship detection in ASAR imagery. | Colin P. Schwegmann, Waldo Kleynhans, Brian P. Salmon |
| 2014 | IGARSS | Detecting settlement expansion using hyper-temporal SAR time-series. | Waldo Kleynhans, Brian P. Salmon |
| 2014 | IGARSS | A novel spatio-temporal change detection approach using hyper-temporal satellite data. | Waldo Kleynhans, Brian P. Salmon, Konrad J. Wessels |
| 2014 | IGARSS | 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 |
| 2013 | IGARSS | 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 |
| 2013 | IGARSS | 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 |
| 2013 | IGARSS | A spatio-temporal autocorrelation change detection approach using hyper-temporal satellite data. | Waldo Kleynhans, Brian P. Salmon, Konrad J. Wessels, J. Corne Olivier |
| 2012 | IGARSS | 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 |
| 2012 | IGARSS | 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 |
| 2012 | IGARSS | Sequential classification of MODIS time series. | Trienko L. Grobler, Etienne R. Ackermann, Augustinus J. van Zyl, Waldo Kleynhans, Brian P. Salmon, Jan C. Olivier |
| 2012 | IGARSS | 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 |
| 2011 | IGARSS | 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 |
| 2011 | IGARSS | 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 |
| 2011 | IGARSS | 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 |
| 2010 | IGARSS | 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 |
| 2010 | IGARSS | 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 |
| 2009 | IGARSS | 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 |
| 2009 | IGARSS | 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 |