Trienko L. Grobler

25 papers C 10Journal 12Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Anomaly detection in radio galaxy data with trainable COSFIRE filters.
CoRR
Steven Ndung'u, Trienko L. Grobler, Stefan J. Wijnholds, George Azzopardi
2024 J jnl
Insights into Low-Resource Language Modelling: Improving Model Performances for South African Languages.
J. Univers. Comput. Sci.
Ruan Visser, Trienko L. Grobler, Marcel Dunaiski
2023 C conf
A Comparison Study: Building Identification in Aerial Imagery Using Multi-Task Learning.
IGARSS
Nakiranda Proscovia, Trienko L. Grobler
2023 — conf
A Tight Upper Bound on the Length of Maximal Bordered Box Repetition-Free Words.
DCFS
Jean Weight, Trienko L. Grobler, Lynette van Zijl, Carlyle Stewart
2023 J jnl
Advances on the classification of radio image cubes.
CoRR
Steven Ndung'u, Trienko L. Grobler, Stefan J. Wijnholds, Dimka Karastoyanova, George Azzopardi
2023 J jnl
Classification of Radio Galaxies with trainable COSFIRE filters.
CoRR
Steven Ndung'u, Trienko L. Grobler, Stefan J. Wijnholds, Dimka Karastoyanova, George Azzopardi
2023 J jnl
Deep supervised hashing for fast retrieval of radio image cubes.
CoRR
Steven Ndung'u, Trienko L. Grobler, Stefan J. Wijnholds, Dimka Karastoyanova, George Azzopardi
2023 J jnl
Search Algorithms for the Combinatorial Generation of Bordered Box Repetition-Free Words.
J. Univers. Comput. Sci.
Trienko L. Grobler, Manfred Habeck, Lynette van Zijl, Jaco Geldenhuys
2021 C conf
A Parsimonious Neural Network for the Classification of Modis Time-Series.
IGARSS
Trienko L. Grobler, Waldo Kleynhans, Brian P. Salmon
2021 C conf
Using The GAF Transform and MODIS Time-Series to Perform Landcover Classification and Change Detection.
IGARSS
Trienko L. Grobler, Waldo Kleynhans, Brian P. Salmon
2020 C conf
Unsupervised Sequential Classification of Modis Time-Series.
IGARSS
Trienko L. Grobler, Waldo Kleynhans, Brian P. Salmon, Christiaan Neil Burger
2019 C conf
Empirically Comparing Two Dimensionality Reduction Techniques - PCA and FFT: A Settlement Detection Case Study in the Gauteng Province of South Africa.
IGARSS
Trienko L. Grobler, Waldo Kleynhans, Brian Paxton Salmon
2019 C conf
Extracting High-Volume Traffic Routes from AIS Spatial Distribution Maps.
IGARSS
Trienko L. Grobler, Waldo Kleynhans
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 J jnl
An Inductive Approach to Simulating Multispectral MODIS Surface Reflectance Time Series.
IEEE Geosci. Remote. Sens. Lett.
Trienko L. Grobler, Etienne R. Ackermann, Augustinus J. van Zyl, Jan C. Olivier, Waldo Kleynhans, Brian P. Salmon
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 J jnl
Using Page's Cumulative Sum Test on MODIS Time Series to Detect Land-Cover Changes.
IEEE Geosci. Remote. Sens. Lett.
Trienko L. Grobler, Etienne R. Ackermann, Augustinus J. van Zyl, Jan C. Olivier, Waldo Kleynhans, Brian P. Salmon
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 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 J jnl
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.
Trienko L. Grobler, Etienne R. Ackermann, Jan C. Olivier, Augustinus J. van Zyl, Waldo Kleynhans
2012 C conf
Sequential classification of MODIS time series.
IGARSS
Trienko L. Grobler, Etienne R. Ackermann, Augustinus J. van Zyl, Waldo Kleynhans, Brian P. Salmon, Jan C. Olivier
2011 — conf
Belief propagation for nonlinear block codes.
AFRICON
Etienne R. Ackermann, Trienko L. Grobler, Augustinus J. van Zyl, Jan C. Olivier
2011 C conf
Minimum error land cover separability analysis and classification of MODIS time series data.
IGARSS
Etienne R. Ackermann, Trienko L. Grobler, Augustinus J. van Zyl, Karen C. Steenkamp, J. Corne Olivier
2011 — conf
Systematic Luby Transform codes as incremental redundancy scheme.
AFRICON
Trienko L. Grobler, Etienne R. Ackermann, Jan C. Olivier, Augustinus J. van Zyl