Frans van den Bergh

According to our database, Frans van den Bergh authored at least 45 papers between 2000 and 2018.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

2017

Multi-threaded compression of Earth observation time-series data.

Derick Swanepoel, Frans van den Bergh

Int. J. Digit. Earth, 2017

2016

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

2015

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

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

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

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

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.

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

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

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

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

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

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.

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

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

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 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

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.

Brian P. Salmon, Waldo Kleynhans, Frans van den Bergh, Jan C. Olivier, Willem J. Marais, Trienko L. Grobler, Konrad J. Wessels

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 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

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 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

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

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 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

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

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

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.

Waldo Kleynhans, Brian P. Salmon, Jan C. Olivier, Konrad J. Wessels, Frans van den Bergh

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.

Waldo Kleynhans, Brian P. Salmon, Jan C. Olivier, Konrad J. Wessels, Frans van den Bergh

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Rotation invariant texture feature algorithms for urban settlement classification.

Phumzile P. Khumalo, Jules-Raymond Tapamo, Frans van den Bergh

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

The effects of viewing- and illumination geometry on settlement type classification of quickbird images.

Frans van den Bergh

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.

Waldo Kleynhans, J. Corné Olivier, Konrad J. Wessels, Frans van den Bergh, Brian P. Salmon, Karen C. Steenkamp

IEEE Geosci. Remote. Sens. Lett., 2010

A Convergence Proof for the Particle Swarm Optimiser.

Frans van den Bergh, Andries Petrus Engelbrecht

Fundam. Informaticae, 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

Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 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

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.

Waldo Kleynhans, J. Corne Olivier, Brian P. Salmon, Konrad J. Wessels, Frans van den Bergh

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

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

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

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 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

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Potential Fire Detection based on Kalman-driven Change Detection.

Frans van den Bergh, Gustave Udahemuka, Barend J. van Wyk

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

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

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

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Global Image Feature Extraction Using Slope Pattern Spectra.

Ignace Tchangou Toudjeu, Barend J. van Wyk, Michaël A. van Wyk, Frans van den Bergh

Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008

2007

Locating multiple optima using particle swarm optimization.

R. Brits, Andries P. Engelbrecht, Frans van den Bergh

Appl. Math. Comput., 2007

2006

A study of particle swarm optimization particle trajectories.

Frans van den Bergh, Andries P. Engelbrecht

Inf. Sci., 2006

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

Proceedings of the GeoSensor Networks, Second International Conference, 2006

2004

A Cooperative Approach to Particle Swarm Optimization.

Frans van den Bergh, Andries P. Engelbrecht

IEEE Trans. Evol. Comput., 2004

2003

Using neighbourhoods with the guaranteed convergence PSO.

Edwin S. Peer, Frans van den Bergh, Andries P. Engelbrecht

Proceedings of the 2003 IEEE Swarm Intelligence Symposium, 2003

Scalability of niche PSO.

R. Brits, Andries P. Engelbrecht, Frans van den Bergh

Proceedings of the 2003 IEEE Swarm Intelligence Symposium, 2003

CIRG@UP OptiBench: a statistically sound framework for benchmarking optimisation algorithms.

Edwin S. Peer, Andries P. Engelbrecht, Frans van den Bergh

Proceedings of the IEEE Congress on Evolutionary Computation, 2003

2000

Cooperative learning in neural networks using particle swarm optimizers.

Frans van den Bergh, Andries P. Engelbrecht

South Afr. Comput. J., 2000