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ORCIDTrienko L. Grobler
Person information
- affiliation: Stellenbosch University, Computer Science Division, Matieland, South Africa
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Journal Articles
- 2024
[j8]Christiaan Neil Burger
, Waldo Kleynhans, Trienko Lups Grobler:
Extended linear regression model for vessel trajectory prediction with a-priori AIS information. Geo spatial Inf. Sci. 27(1): 202-220 (2024)- 2023
- [j7]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): 100-117 (2023) - 2014
- [j6]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) - 2013
- [j5]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): 332-336 (2013) - [j4]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): 446-450 (2013) - [j3]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) - 2012
- [j2]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) - [j1]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): 857-866 (2012)
Conference and Workshop Papers
- 2023
- [c14]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: 181-196 - [c13]Nakiranda Proscovia, Trienko L. Grobler:
A Comparison Study: Building Identification in Aerial Imagery Using Multi-Task Learning. IGARSS 2023: 6866-6869 - 2021
- [c12]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: 4216-4219 - [c11]Trienko L. Grobler, Waldo Kleynhans, Brian P. Salmon:
A Parsimonious Neural Network for the Classification of Modis Time-Series. IGARSS 2021: 4220-4223 - 2020
- [c10]Trienko L. Grobler, Waldo Kleynhans, Brian P. Salmon, Christiaan Neil Burger:
Unsupervised Sequential Classification of Modis Time-Series. IGARSS 2020: 2244-2247 - [c9]Christiaan Neil Burger, Trienko Lups Grobler, Waldo Kleynhans:
Discrete Kalman Filter and Linear Regression Comparison for Vessel Coordinate Prediction. MDM 2020: 269-274 - 2019
- [c8]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: 3329-3332 - [c7]Trienko L. Grobler, Waldo Kleynhans:
Extracting High-Volume Traffic Routes from AIS Spatial Distribution Maps. IGARSS 2019: 10031-10034 - 2012
- [c6]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 - [c5]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: 6236-6239 - [c4]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
- [c3]Etienne R. Ackermann, Trienko L. Grobler, Augustinus J. van Zyl, Jan C. Olivier:
Belief propagation for nonlinear block codes. AFRICON 2011: 1-6 - [c2]Trienko L. Grobler, Etienne R. Ackermann, Jan C. Olivier, Augustinus J. van Zyl:
Systematic Luby Transform codes as incremental redundancy scheme. AFRICON 2011: 1-5 - [c1]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: 2999-3002
Informal and Other Publications
- 2023
- [i3]Steven Ndung'u, Trienko L. Grobler, Stefan J. Wijnholds, Dimka Karastoyanova, George Azzopardi:
Advances on the classification of radio image cubes. CoRR abs/2305.03435 (2023) - [i2]Steven Ndung'u, Trienko L. Grobler, Stefan J. Wijnholds, Dimka Karastoyanova, George Azzopardi:
Deep supervised hashing for fast retrieval of radio image cubes. CoRR abs/2309.00932 (2023) - [i1]Steven Ndung'u, Trienko L. Grobler, Stefan J. Wijnholds, Dimka Karastoyanova, George Azzopardi:
Classification of Radio Galaxies with trainable COSFIRE filters. CoRR abs/2311.11286 (2023)
Coauthor Index
aka: Brian Paxton Salmon
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