Frans van den Bergh

发表

An analysis of particle swarm optimizers

Frans van den Bergh, Andries P. Engelbrecht, A. Engelbrecht, 2002 .

The effects of shadow removal on across-date settlement type classification of QuickBird images

Bodhaswar T. Maharaj, Frans van den Bergh, Francois P. S. Luus, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Locating multiple optima using particle swarm optimization

Andries Petrus Engelbrecht, Frans van den Bergh, R. Brits, 2007, Appl. Math. Comput..

An autocorrelation analysis approach to detecting land cover change using hyper-temporal time-series data

Waldo Kleynhans, Brian P. Salmon, Frans van den Bergh, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Global Image Feature Extraction Using Slope Pattern Spectra

Frans van den Bergh, Ignace Tchangou Toudjeu, Barend J. van Wyk, 2008, ICIAR.

Using Random Matrix Theory to determine the number of endmembers in a hyperspectral image

Amandine Robin, Michael Sears, Frans van den Bergh, 2010, 2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.

Mean translation of GLCM texture features for across-date settlement type classification of QuickBird images

Bodhaswar T. Maharaj, Frans van den Bergh, Francois P. S. Luus, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

A Comparison of Texture Feature Algorithms for Urban Settlement Classification

Frans van den Bergh, Barend J. van Wyk, Michaël A. van Wyk, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

Detecting land cover change using a sliding window temporal autocorrelation approach

Waldo Kleynhans, Brian P. Salmon, Frans van den Bergh, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Detecting Land Cover Change Using an Extended Kalman Filter on MODIS NDVI Time-Series Data

Waldo Kleynhans, Brian P. Salmon, Frans van den Bergh, 2011, IEEE Geoscience and Remote Sensing Letters.

A Convergence Proof for the Particle Swarm Optimiser

Andries Petrus Engelbrecht, Frans van den Bergh, A. Engelbrecht, 2010, Fundam. Informaticae.

Multiview Deep Learning for Land-Use Classification

Brian P. Salmon, Bodhaswar T. Maharaj, Frans van den Bergh, 2015, IEEE Geoscience and Remote Sensing Letters.

The quest for automated land cover change detection using satellite time series data

Waldo Kleynhans, Brian P. Salmon, Frans van den Bergh, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Rotation invariant texture feature algorithms for urban settlement classification

Frans van den Bergh, Jules-Raymond Tapamo, Phumzile P. Khumalo, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

A modified temporal approach to meta-optimizing an Extended Kalman Filter's parameters

Waldo Kleynhans, Brian P. Salmon, Frans van den Bergh, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

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, Frans van den Bergh, 2012, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Cooperative learning in neural networks using particle swarm optimizers

Andries Petrus Engelbrecht, Frans van den Bergh, A. Engelbrecht, 2000, South Afr. Comput. J..

Rapid Land Cover Map Updates Using Change Detection and Robust Random Forest Classifiers

Brian P. Salmon, David P. Roy, Frans van den Bergh, 2016, Remote. Sens..

A NICHING PARTICLE SWARM OPTIMIZER

Frans van den Bergh, Andries P. Engelbrecht, R. Brits, 2002 .

Using the Sensor Web to Detect and Monitor the Spread of Vegetation Fires in Southern Africa

Frans van den Bergh, Andrew Terhorst, Deshendran Moodley, 2006, GSN.

Automated land cover change detection: the quest for meaningful high temporal time series extraction

Waldo Kleynhans, Brian P. Salmon, Frans van den Bergh, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

Adaptive Threshold-Based Shadow Masking for Across-Date Settlement Classification of Panchromatic QuickBird Images

Bodhaswar T. Maharaj, Frans van den Bergh, Francois P. S. Luus, 2014, IEEE Geoscience and Remote Sensing Letters.

A comparison of feature extraction methods within a spatio-temporal land cover change detection framework

Waldo Kleynhans, Brian P. Salmon, Frans van den Bergh, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Land Cover Change Detection Using the Internal Covariance Matrix of the Extended Kalman Filter Over Multiple Spectral Bands

Waldo Kleynhans, Frans van den Bergh, Konrad J. Wessels, 2013, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Quantitative comparison of fire danger index performance using fire activity

Frans van den Bergh, Konrad J. Wessels, Philip Frost, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Improving Land Cover Class Separation Using an Extended Kalman Filter on MODIS NDVI Time-Series Data

Waldo Kleynhans, Brian P. Salmon, Frans van den Bergh, 2010, IEEE Geoscience and Remote Sensing Letters.

A search algorithm to meta-optimize the parameters for an extended KALMAN FILTER TO IMPROVE CLASSIFICATION ON HYPER-TEMPORAL IMAGES

Waldo Kleynhans, Brian P. Salmon, Frans van den Bergh, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Particle Swarm Weight Initialization In Multi-Layer Perceptron Artificial Neural Networks

Frans van den Bergh, F. V. D. Bergh, 1999 .

Improving NDVI time series class separation using an Extended Kalman Filter

Waldo Kleynhans, Brian P. Salmon, Frans van den Bergh, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

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

Frans van den Bergh, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Potential fire detection based on Kalman-driven change detection

Frans van den Bergh, Barend J. van Wyk, Gustave Udahemuka, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Using neighbourhoods with the guaranteed convergence PSO

Andries Petrus Engelbrecht, Frans van den Bergh, Edwin S. Peer, 2003, Proceedings of the 2003 IEEE Swarm Intelligence Symposium. SIS'03 (Cat. No.03EX706).

Evaluation of rule-based classifier for Landsat-based automated land cover mapping in South Africa

Waldo Kleynhans, Brian P. Salmon, Valeriy Kovalskyy, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Unsupervised Land Cover Change Detection: Meaningful Sequential Time Series Analysis

Waldo Kleynhans, Brian P. Salmon, Frans van den Bergh, 2011, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

The Effects of Segmentation-Based Shadow Removal on Across-Date Settlement Type Classification of Panchromatic QuickBird Images

Frans van den Bergh, Francois P. S. Luus, Bodhaswar T. J. Maharaj, 2013, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Detecting land cover change by evaluating the internal covariance matrix of the Extended Kalman Filter

Waldo Kleynhans, Brian P. Salmon, Frans van den Bergh, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Robust fitting of diurnal brightness temperature cycles

Frans van den Bergh, Barend J. van Wyk, Michaël A. van Wyk, 2008, South Afr. Comput. J..

A spatio-temporal approach to detecting land cover change using an extended kalman filter on modis time series data

Waldo Kleynhans, Brian P. Salmon, Frans van den Bergh, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

Multi-threaded compression of Earth observation time-series data

Frans van den Bergh, Derick Swanepoel, 2017, Int. J. Digit. Earth.

Scalability of niche PSO

Andries Petrus Engelbrecht, Frans van den Bergh, R. Brits, 2003, Proceedings of the 2003 IEEE Swarm Intelligence Symposium. SIS'03 (Cat. No.03EX706).

A modified temporal criterion to meta-optimize the extended Kalman filter for land cover classification of remotely sensed time series

Waldo Kleynhans, Brian P. Salmon, Frans van den Bergh, 2018, Int. J. Appl. Earth Obs. Geoinformation.

A comparison of data file and storage configurations for efficient temporal access of satellite image data

Frans van den Bergh, Albert Gazendam, Asheer Bachoo, 2009, South Afr. Comput. J..

Meta-Optimization of the Extended Kalman Filter’s Parameters Through the Use of the Bias Variance Equilibrium Point Criterion

Waldo Kleynhans, Brian P. Salmon, Frans van den Bergh, 2014, IEEE Transactions on Geoscience and Remote Sensing.

The use of a Multilayer Perceptron for detecting new human settlements from a time series of MODIS images

Waldo Kleynhans, Brian P. Salmon, Frans van den Bergh, 2011, Int. J. Appl. Earth Obs. Geoinformation.

Meta-optimization of the Extended Kalman Filter's parameters for improved feature extraction on hyper-temporal images

Waldo Kleynhans, Brian P. Salmon, Frans van den Bergh, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

A study of particle swarm optimization particle trajectories

Andries Petrus Engelbrecht, Frans van den Bergh, A. Engelbrecht, 2006, Inf. Sci..