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ORCIDFrans van den Bergh
- > Home > Persons > Frans van den Bergh
Publications
- 2018
[j20]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: 20-29 (2018)- 2016
- [j18]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): 888 (2016) - 2015
- [j17]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): 2448-2452 (2015) - 2014
- [j15]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): 5072-5087 (2014) - [c25]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: 1144-1147 - 2013
- [j14]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): 1079-1085 (2013) - [c23]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: 4301-4304 - 2012
- [j12]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): 777-783 (2012) - [c21]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: 4974-4977 - [c19]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: 6209-6212 - [c18]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: 6765-6768 - 2011
- [j11]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): 873-883 (2011) - [j10]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): 507-511 (2011) - [j9]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): 327-335 (2011) - [c17]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: 94-97 - [c15]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: 688-691 - [c13]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: 2543-2546 - 2010
- [j7]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): 381-385 (2010) - [c12]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: 1968-1971 - [c11]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: 1972-1975 - 2009
- [c8]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: 244-247 - [c7]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: 256-259
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