Cooperative learning in neural networks using particle swarm optimizers. - Frans van den Bergh; Andries P. Engelbrecht (South Afr. Comput. J., 2000)

CIRG@UP OptiBench: a statistically sound framework for benchmarking optimisation algorithms. - Edwin S. Peer; Andries P. Engelbrecht; Frans van den Bergh (IEEE Congress on Evolutionary Computation, 2003)

Scalability of niche PSO. - R. Brits; Andries P. Engelbrecht; Frans van den Bergh (SIS, 2003)

Using neighbourhoods with the guaranteed convergence PSO. - Edwin S. Peer; Frans van den Bergh; Andries P. Engelbrecht (SIS, 2003)

A Cooperative Approach to Particle Swarm Optimization. - Frans van den Bergh; Andries P. Engelbrecht (IEEE Trans. Evol. Comput., 2004)

Using the Sensor Web to Detect and Monitor the Spread of Vegetation Fires in Southern Africa. - Andrew Terhorst; Deshendran Moodley; Ingo Simonis; Philip Frost; Graeme McFerren; Stacey Roos; Frans van den Bergh (GSN, 2006)

A study of particle swarm optimization particle trajectories. - Frans van den Bergh; Andries P. Engelbrecht (Inf. Sci., 2006)

Locating multiple optima using particle swarm optimization. - R. Brits; Andries P. Engelbrecht; Frans van den Bergh (Appl. Math. Comput., 2007)

Global Image Feature Extraction Using Slope Pattern Spectra. - Ignace Tchangou Toudjeu; Barend J. van Wyk; Michaël A. van Wyk; Frans van den Bergh (ICIAR, 2008)

A Comparison of Texture Feature Algorithms for Urban Settlement Classification. - Leonce P. Abeigne Ella; Frans van den Bergh; Barend J. van Wyk; Michaël Antonie van Wyk (IGARSS (3), 2008)

Robust fitting of diurnal brightness temperature cycles. - Gustave Udahemuka; Barend J. van Wyk; Michaël A. van Wyk; Frans van den Bergh (South Afr. Comput. J., 2008)

Potential Fire Detection based on Kalman-driven Change Detection. - Frans van den Bergh; Gustave Udahemuka; Barend J. van Wyk (IGARSS (4), 2009)

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 comparison of data file and storage configurations for efficient temporal access of satellite image data. - Asheer Bachoo; Frans van den Bergh; Albert Gazendam (South Afr. Comput. J., 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)

Using Random Matrix Theory to determine the number of endmembers in a hyperspectral image. - Kerry Cawse-Nicholson; Michael Sears; Amandine Robin; Steven B. Damelin; Konrad J. Wessels; Frans van den Bergh; Renaud Mathieu (WHISPERS, 2010)

A Convergence Proof for the Particle Swarm Optimiser. - Frans van den Bergh; Andries Petrus Engelbrecht (Fundam. Informaticae, 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)

The effects of viewing- and illumination geometry on settlement type classification of quickbird images. - Frans van den Bergh (IGARSS, 2011)

Rotation invariant texture feature algorithms for urban settlement classification. - Phumzile P. Khumalo; Jules-Raymond Tapamo; Frans van den Bergh (IGARSS, 2011)

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)

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)

The effects of shadow removal on across-date settlement type classification of QuickBird images. - Francois P. S. Luus; Frans van den Bergh; Bodhaswar T. Maharaj (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)

Quantitative comparison of fire danger index performance using fire activity. - Karen C. Steenkamp; Konrad J. Wessels; Frans van den Bergh; Graeme McFerren; Philip Frost; Cheewai Lai; Derick Swanepoel (IGARSS, 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)

Mean translation of GLCM texture features for across-date settlement type classification of QuickBird images. - Francois P. S. Luus; Frans van den Bergh; Bodhaswar T. Maharaj (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)

The Effects of Segmentation-Based Shadow Removal on Across-Date Settlement Type Classification of Panchromatic QuickBird Images. - Francois P. S. Luus; Frans van den Bergh; Bodhaswar T. J. Maharaj (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 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)

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)

Adaptive Threshold-Based Shadow Masking for Across-Date Settlement Classification of Panchromatic QuickBird Images. - Francois P. S. Luus; Frans van den Bergh; Bodhaswar T. Maharaj (IEEE Geosci. Remote. Sens. Lett., 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)

Multiview Deep Learning for Land-Use Classification. - Francois P. S. Luus; Brian P. Salmon; Frans van den Bergh; Bodhaswar T. Maharaj (IEEE Geosci. Remote. Sens. Lett., 2015)

Rapid Land Cover Map Updates Using Change Detection and Robust Random Forest Classifiers. - Konrad J. Wessels; Frans van den Bergh; David P. Roy; Brian P. Salmon; Karen C. Steenkamp; Bryan MacAlister; Derick Swanepoel; Debbie Jewitt (Remote. Sens., 2016)

Multi-threaded compression of Earth observation time-series data. - Derick Swanepoel; Frans van den Bergh (Int. J. Digit. Earth, 2017)

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)