Frans van den Bergh

Publication Activity (10 Years)

Years Active: 2000-2018
Publications (10 Years): 4

Top Topics

Satellite Images

Extended Kalman Filter

Texture Features

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

IEEE Geosci. Remote. Sens. Lett.

Publications

Brian P. Salmon, Waldo Kleynhans, Jan C. Olivier, Frans van den Bergh, Konrad J. Wessels
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 67 (2018)
Derick Swanepoel, Frans van den Bergh
Multi-threaded compression of Earth observation time-series data. Int. J. Digit. Earth 10 (12) (2017)
Konrad J. Wessels, Frans van den Bergh, David P. Roy, Brian P. Salmon, Karen C. Steenkamp, Bryan MacAlister, Derick Swanepoel, Debbie Jewitt
Rapid Land Cover Map Updates Using Change Detection and Robust Random Forest Classifiers. Remote. Sens. 8 (11) (2016)
Francois P. S. Luus, Brian P. Salmon, Frans van den Bergh, Bodhaswar T. Maharaj
Multiview Deep Learning for Land-Use Classification. IEEE Geosci. Remote. Sens. Lett. 12 (12) (2015)
Francois P. S. Luus, Frans van den Bergh, Bodhaswar T. Maharaj
Adaptive Threshold-Based Shadow Masking for Across-Date Settlement Classification of Panchromatic QuickBird Images. IEEE Geosci. Remote. Sens. Lett. 11 (6) (2014)
Brian P. Salmon, Waldo Kleynhans, Frans van den Bergh, Jan C. Olivier, Willem J. Marais, Trienko L. Grobler, Konrad J. Wessels
Meta-Optimization of the Extended Kalman Filter's Parameters Through the Use of the Bias Variance Equilibrium Point Criterion. IEEE Trans. Geosci. Remote. Sens. 52 (8) (2014)
Brian P. Salmon, Waldo Kleynhans, Jan C. Olivier, Willem C. Olding, Konrad J. Wessels, Frans van den Bergh
A modified temporal approach to meta-optimizing an Extended Kalman Filter's parameters. IGARSS (2014)
Brian Paxton Salmon, Waldo Kleynhans, Frans van den Bergh, Jan C. Olivier, Trienko L. Grobler, Konrad J. Wessels
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. 6 (3) (2013)
Francois P. S. Luus, Frans van den Bergh, Bodhaswar T. J. Maharaj
The Effects of Segmentation-Based Shadow Removal on Across-Date Settlement Type Classification of Panchromatic QuickBird Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 (3) (2013)
Francois P. S. Luus, Frans van den Bergh, Bodhaswar T. Maharaj
Mean translation of GLCM texture features for across-date settlement type classification of QuickBird images. IGARSS (2013)
Brian P. Salmon, Konrad J. Wessels, Frans van den Bergh, Karen C. Steenkamp, Waldo Kleynhans, Derick Swanepoel, David P. Roy, Valeriy Kovalskyy
Evaluation of rule-based classifier for Landsat-based automated land cover mapping in South Africa. IGARSS (2013)
Karen C. Steenkamp, Konrad J. Wessels, Frans van den Bergh, Graeme McFerren, Philip Frost, Cheewai Lai, Derick Swanepoel
Quantitative comparison of fire danger index performance using fire activity. IGARSS (2012)
Francois P. S. Luus, Frans van den Bergh, Bodhaswar T. Maharaj
The effects of shadow removal on across-date settlement type classification of QuickBird images. IGARSS (2012)
Brian P. Salmon, Waldo Kleynhans, Frans van den Bergh, Jan C. Olivier, Willem J. Marais, Trienko L. Grobler, Konrad J. Wessels
A search algorithm to meta-optimize the parameters for an extended KALMAN FILTER TO IMPROVE CLASSIFICATION ON HYPER-TEMPORAL IMAGES. IGARSS (2012)
Brian P. Salmon, Waldo Kleynhans, Frans van den Bergh, Jan C. Olivier, Konrad J. Wessels
Detecting land cover change by evaluating the internal covariance matrix of the Extended Kalman Filter. IGARSS (2012)
Waldo Kleynhans, Brian P. Salmon, Jan C. Olivier, Frans van den Bergh, Konrad J. Wessels, Trienko L. Grobler, Karen C. Steenkamp
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. 5 (3) (2012)
Waldo Kleynhans, Brian P. Salmon, Jan C. Olivier, Frans van den Bergh, Konrad J. Wessels, Trienko L. Grobler
Detecting land cover change using a sliding window temporal autocorrelation approach. IGARSS (2012)
Brian P. Salmon, Jan C. Olivier, Konrad J. Wessels, Waldo Kleynhans, Frans van den Bergh, Karen C. Steenkamp
Unsupervised Land Cover Change Detection: Meaningful Sequential Time Series Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4 (2) (2011)
Brian P. Salmon, J. Corne Olivier, Waldo Kleynhans, Konrad J. Wessels, Frans van den Bergh, Karen C. Steenkamp
The use of a Multilayer Perceptron for detecting new human settlements from a time series of MODIS images. Int. J. Appl. Earth Obs. Geoinformation 13 (6) (2011)
Waldo Kleynhans, Brian P. Salmon, Jan C. Olivier, Konrad J. Wessels, Frans van den Bergh
A comparison of feature extraction methods within a spatio-temporal land cover change detection framework. IGARSS (2011)
Waldo Kleynhans, Jan C. Olivier, Konrad J. Wessels, Brian P. Salmon, Frans van den Bergh, Karen C. Steenkamp
Detecting Land Cover Change Using an Extended Kalman Filter on MODIS NDVI Time-Series Data. IEEE Geosci. Remote. Sens. Lett. 8 (3) (2011)
Waldo Kleynhans, Brian P. Salmon, Jan C. Olivier, Konrad J. Wessels, Frans van den Bergh
An autocorrelation analysis approach to detecting land cover change using hyper-temporal time-series data. IGARSS (2011)
Frans van den Bergh
The effects of viewing- and illumination geometry on settlement type classification of quickbird images. IGARSS (2011)
Brian P. Salmon, Waldo Kleynhans, Frans van den Bergh, Jan C. Olivier, Willem J. Marais, Konrad J. Wessels
Meta-optimization of the Extended Kalman Filter's parameters for improved feature extraction on hyper-temporal images. IGARSS (2011)
Phumzile P. Khumalo, Jules-Raymond Tapamo, Frans van den Bergh
Rotation invariant texture feature algorithms for urban settlement classification. IGARSS (2011)
Kerry Cawse-Nicholson, Michael Sears, Amandine Robin, Steven B. Damelin, Konrad J. Wessels, Frans van den Bergh, Renaud Mathieu
Using Random Matrix Theory to determine the number of endmembers in a hyperspectral image. WHISPERS (2010)
Waldo Kleynhans, J. Corné Olivier, Konrad J. Wessels, Frans van den Bergh, Brian P. Salmon, Karen C. Steenkamp
Improving Land Cover Class Separation Using an Extended Kalman Filter on MODIS NDVI Time-Series Data. IEEE Geosci. Remote. Sens. Lett. 7 (2) (2010)
Frans van den Bergh, Andries Petrus Engelbrecht
A Convergence Proof for the Particle Swarm Optimiser. Fundam. Informaticae 105 (4) (2010)
Waldo Kleynhans, J. Corne Olivier, Brian P. Salmon, Konrad J. Wessels, Frans van den Bergh
A spatio-temporal approach to detecting land cover change using an extended kalman filter on modis time series data. IGARSS (2010)
Brian P. Salmon, Jan C. Olivier, Waldo Kleynhans, Konrad J. Wessels, Frans van den Bergh
Automated land cover change detection: the quest for meaningful high temporal time series extraction. IGARSS (2010)
Asheer Bachoo, Frans van den Bergh, Albert Gazendam
A comparison of data file and storage configurations for efficient temporal access of satellite image data. South Afr. Comput. J. 43 (2009)
Waldo Kleynhans, J. Corne Olivier, Brian P. Salmon, Konrad J. Wessels, Frans van den Bergh
Improving NDVI Time Series Class Separation using an Extended Kalman Filter. IGARSS (4) (2009)
Frans van den Bergh, Gustave Udahemuka, Barend J. van Wyk
Potential Fire Detection based on Kalman-driven Change Detection. IGARSS (4) (2009)
Brian P. Salmon, Jan C. Olivier, Waldo Kleynhans, Konrad J. Wessels, Frans van den Bergh
The Quest for Automated Land Cover Change Detection using Satellite Time Series Data. IGARSS (4) (2009)
Gustave Udahemuka, Barend J. van Wyk, Michaël A. van Wyk, Frans van den Bergh
Robust fitting of diurnal brightness temperature cycles. South Afr. Comput. J. 40 (2008)
Ignace Tchangou Toudjeu, Barend J. van Wyk, Michaël A. van Wyk, Frans van den Bergh
Global Image Feature Extraction Using Slope Pattern Spectra. ICIAR (2008)
Leonce P. Abeigne Ella, Frans van den Bergh, Barend J. van Wyk, Michaël Antonie van Wyk
A Comparison of Texture Feature Algorithms for Urban Settlement Classification. IGARSS (3) (2008)
R. Brits, Andries P. Engelbrecht, Frans van den Bergh
Locating multiple optima using particle swarm optimization. Appl. Math. Comput. 189 (2) (2007)
Andrew Terhorst, Deshendran Moodley, Ingo Simonis, Philip Frost, Graeme McFerren, Stacey Roos, Frans van den Bergh
Using the Sensor Web to Detect and Monitor the Spread of Vegetation Fires in Southern Africa. GSN (2006)
Frans van den Bergh, Andries P. Engelbrecht
A study of particle swarm optimization particle trajectories. Inf. Sci. 176 (8) (2006)
Frans van den Bergh, Andries P. Engelbrecht
A Cooperative Approach to Particle Swarm Optimization. IEEE Trans. Evol. Comput. 8 (3) (2004)
R. Brits, Andries P. Engelbrecht, Frans van den Bergh
Scalability of niche PSO. SIS (2003)
Edwin S. Peer, Frans van den Bergh, Andries P. Engelbrecht
Using neighbourhoods with the guaranteed convergence PSO. SIS (2003)
Edwin S. Peer, Andries P. Engelbrecht, Frans van den Bergh
CIRG@UP OptiBench: a statistically sound framework for benchmarking optimisation algorithms. IEEE Congress on Evolutionary Computation (2003)
Frans van den Bergh, Andries P. Engelbrecht
Cooperative learning in neural networks using particle swarm optimizers. South Afr. Comput. J. 26 (2000)