Trienko L. Grobler

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 10

Top Topics

Dimensionality Reduction

Change Detection

Top Venues

IEEE Geosci. Remote. Sens. Lett.

IEEE Trans. Geosci. Remote. Sens.

Publications

Trienko L. Grobler, Manfred Habeck, Lynette van Zijl, Jaco Geldenhuys
Search Algorithms for the Combinatorial Generation of Bordered Box Repetition-Free Words. J. Univers. Comput. Sci. 29 (2) (2023)
Jean Weight, Trienko L. Grobler, Lynette van Zijl, Carlyle Stewart
A Tight Upper Bound on the Length of Maximal Bordered Box Repetition-Free Words. DCFS (2023)
Nakiranda Proscovia, Trienko L. Grobler
A Comparison Study: Building Identification in Aerial Imagery Using Multi-Task Learning. IGARSS (2023)
Steven Ndung'u, Trienko L. Grobler, Stefan J. Wijnholds, Dimka Karastoyanova, George Azzopardi
Deep supervised hashing for fast retrieval of radio image cubes. CoRR (2023)
Steven Ndung'u, Trienko L. Grobler, Stefan J. Wijnholds, Dimka Karastoyanova, George Azzopardi
Classification of Radio Galaxies with trainable COSFIRE filters. CoRR (2023)
Trienko L. Grobler, Waldo Kleynhans, Brian P. Salmon
Using The GAF Transform and MODIS Time-Series to Perform Landcover Classification and Change Detection. IGARSS (2021)
Trienko L. Grobler, Waldo Kleynhans, Brian P. Salmon
A Parsimonious Neural Network for the Classification of Modis Time-Series. IGARSS (2021)
Trienko L. Grobler, Waldo Kleynhans, Brian P. Salmon, Christiaan Neil Burger
Unsupervised Sequential Classification of Modis Time-Series. IGARSS (2020)
Trienko L. Grobler, Waldo Kleynhans, Brian Paxton Salmon
Empirically Comparing Two Dimensionality Reduction Techniques - PCA and FFT: A Settlement Detection Case Study in the Gauteng Province of South Africa. IGARSS (2019)
Trienko L. Grobler, Waldo Kleynhans
Extracting High-Volume Traffic Routes from AIS Spatial Distribution Maps. IGARSS (2019)
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 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)
Trienko L. Grobler, Etienne R. Ackermann, Augustinus J. van Zyl, Jan C. Olivier, Waldo Kleynhans, Brian P. Salmon
An Inductive Approach to Simulating Multispectral MODIS Surface Reflectance Time Series. IEEE Geosci. Remote. Sens. Lett. 10 (3) (2013)
Trienko L. Grobler, Etienne R. Ackermann, Augustinus J. van Zyl, Jan C. Olivier, Waldo Kleynhans, Brian P. Salmon
Using Page's Cumulative Sum Test on MODIS Time Series to Detect Land-Cover Changes. IEEE Geosci. Remote. Sens. Lett. 10 (2) (2013)
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)
Trienko L. Grobler, Etienne R. Ackermann, Augustinus J. van Zyl, Waldo Kleynhans, Brian P. Salmon, Jan C. Olivier
Sequential classification of MODIS time series. 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)
Trienko L. Grobler, Etienne R. Ackermann, Jan C. Olivier, Augustinus J. van Zyl, Waldo Kleynhans
Land-Cover Separability Analysis of MODIS Time-Series Data Using a Combined Simple Harmonic Oscillator and a Mean Reverting Stochastic Process. 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)
Trienko L. Grobler, Etienne R. Ackermann, Jan C. Olivier, Augustinus J. van Zyl
Systematic Luby Transform codes as incremental redundancy scheme. AFRICON (2011)
Etienne R. Ackermann, Trienko L. Grobler, Augustinus J. van Zyl, Karen C. Steenkamp, J. Corne Olivier
Minimum error land cover separability analysis and classification of MODIS time series data. IGARSS (2011)
Etienne R. Ackermann, Trienko L. Grobler, Augustinus J. van Zyl, Jan C. Olivier
Belief propagation for nonlinear block codes. AFRICON (2011)