Frans van den Bergh

45 papers B 1C 15Journal 20Unranked 9

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