Konrad J. Wessels
Affiliations:- George Mason University, Geography and GeoInformation Science, Fairfax, VA, USA
- CSIR, South Africa
- University of Maryland at College Park, Department of geographical sciences, MD, USA (PhD 2005)
According to our database1,
Konrad J. Wessels
authored at least 55 papers
between 2003 and 2023.
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Bibliography
2023
Riesz-Quincunx-UNet Variational Autoencoder for Unsupervised Satellite Image Denoising.
IEEE Trans. Geosci. Remote. Sens., 2023
Harmful Algal Bloom (HAB) Detection Using Deep Convolutional Neural Networks and Remote Sensing Data.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023
Large-Scale Distributed Compositing and Statistics Framework For Very-High-Resolution Remote Sensing Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Training Strategies of Cnn for Land Cover Mapping with High Resolution Multi-Spectral Imagery in Senegal.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Semi-Supervised Satellite Image Segmentation Using Spatial and Temporally Informed Poisson Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
2022
CoRR, 2022
2021
Proceedings of the 17th International Symposium on Spatial and Temporal Databases, 2021
Influence of Geographic Distance on CNN Generalization for Satellite Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2019
Mapping and Monitoring Fractional Woody Vegetation Cover in the Arid Savannas of Namibia Using LiDAR Training Data, Machine Learning, and ALOS PALSAR Data.
Remote. Sens., 2019
2018
Indirect Estimation of Structural Parameters in South African Forests Using MISR-HR and LiDAR Remote Sensing Data.
Remote. Sens., 2018
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, 2018
2017
Applying Model Parameters as a Driving Force to a Deterministic Nonlinear System to Detect Land Cover Change.
IEEE Trans. Geosci. Remote. Sens., 2017
2016
Rapid Land Cover Map Updates Using Change Detection and Robust Random Forest Classifiers.
Remote. Sens., 2016
Hyper-Temporal C-Band SAR for Baseline Woody Structural Assessments in Deciduous Savannas.
Remote. Sens., 2016
L-band Synthetic Aperture Radar imagery performs better than optical datasets at retrieving woody fractional cover in deciduous, dry savannahs.
Int. J. Appl. Earth Obs. Geoinformation, 2016
2015
Rapid detection of new and expanding human settlements in the Limpopo province of South Africa using a spatio-temporal change detection method.
Int. J. Appl. Earth Obs. Geoinformation, 2015
2014
Meta-Optimization of the Extended Kalman Filter's Parameters Through the Use of the Bias Variance Equilibrium Point Criterion.
IEEE Trans. Geosci. Remote. Sens., 2014
Extracting Structural Vegetation Components From Small-Footprint Waveform Lidar for Biomass Estimation in Savanna Ecosystems.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Validation of the Two Standard MODIS Satellite Burned-Area Products and an Empirically-Derived Merged Product in South Africa.
Remote. Sens., 2014
Using the butterfly effect in a deterministic non-linear system to detect Land cover change.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
A modified temporal approach to meta-optimizing an Extended Kalman Filter's parameters.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
The assessment of data mining algorithms for modelling Savannah Woody cover using multi-frequency (X-, C- and L-band) synthetic aperture radar (SAR) datasets.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Woody cover assessments in a Southern African savanna, using hyper-temporal C-band ASAR-WS data.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
A novel spatio-temporal change detection approach using hyper-temporal satellite data.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
2013
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., 2013
Evaluation of rule-based classifier for Landsat-based automated land cover mapping in South Africa.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
A spatio-temporal autocorrelation change detection approach using hyper-temporal satellite data.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
2012
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., 2012
Impacts of communal fuelwood extraction on LiDAR-estimated biomass patterns of savanna woodlands.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Detecting land cover change by evaluating the internal covariance matrix of the Extended Kalman Filter.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
A search algorithm to meta-optimize the parameters for an extended KALMAN FILTER TO IMPROVE CLASSIFICATION ON HYPER-TEMPORAL IMAGES.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Detecting land cover change using a sliding window temporal autocorrelation approach.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
2011
Unsupervised Land Cover Change Detection: Meaningful Sequential Time Series Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011
Detecting Land Cover Change Using an Extended Kalman Filter on MODIS NDVI Time-Series Data.
IEEE Geosci. Remote. Sens. Lett., 2011
The use of a Multilayer Perceptron for detecting new human settlements from a time series of MODIS images.
Int. J. Appl. Earth Obs. Geoinformation, 2011
Meta-optimization of the Extended Kalman Filter's parameters for improved feature extraction on hyper-temporal images.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
A comparison of feature extraction methods within a spatio-temporal land cover change detection framework.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
An autocorrelation analysis approach to detecting land cover change using hyper-temporal time-series data.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
2010
Improving Land Cover Class Separation Using an Extended Kalman Filter on MODIS NDVI Time-Series Data.
IEEE Geosci. Remote. Sens. Lett., 2010
Using Random Matrix Theory to determine the number of endmembers in a hyperspectral image.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010
Validation of the MODIS burned-area products across different biomes in South Africa.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Automated land cover change detection: the quest for meaningful high temporal time series extraction.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Extracting strctural land cover components using small-footprint waveform lidar data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
A spatio-temporal approach to detecting land cover change using an extended kalman filter on modis time series data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
2009
Connecting the Dots between Laser Waveforms and Herbaceous Biomass for Assessment of Land Degradation using Small-footprint Waveform LiDAR Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
The Quest for Automated Land Cover Change Detection using Satellite Time Series Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Tree Cover, Tree Height and Bare Soil Cover Differences along a Land Use Degradation Gradient in Semi-arid Savannas, South Africa.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Three-dimensional Woody Vegetation Structure across Different Land-use Types and -land-use Intensities in a Semi-arid Savanna.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Detection of Land Cover Change Using an Artificial Neural Network Within a Temporal Sliding Windowon Modis Time Series Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
2003
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003