Colin P. Schwegmann

Publication Activity (10 Years)

Years Active: 2013-2018
Publications (10 Years): 21

Top Topics

Synthetic Aperture Radar

Confusion Matrix

Top Venues

IEEE Geosci. Remote. Sens. Lett.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Colin P. Schwegmann, Waldo Kleynhans, Brian P. Salmon, L. W. Mdakane, R. G. V. Meyer
Synthetic Aperture Radar Ship Detection Using Capsule Networks. IGARSS (2018)
Colin P. Schwegmann, Waldo Kleynhans, Brian P. Salmon, L. W. Mdakane, R. G. V. Meyer, Jürgen Janoth, Parivash Lumsdon
Transfer Learning for Multi-Frequency Synthetic Aperture Radar Applications. IGARSS (2018)
L. W. Mdakane, Waldo Kleynhans, Colin P. Schwegmann, R. G. V. Meyer
Image segmentation-based oil slick detection using sar radarsat-2 OSVN maritime data. IGARSS (2017)
Colin P. Schwegmann, Waldo Kleynhans, Jeanine Engelbrecht, L. W. Mdakane, R. G. V. Meyer
Subsidence feature discrimination using deep convolutional neural networks in synthetic aperture radar imagery. IGARSS (2017)
R. G. V. Meyer, Colin P. Schwegmann, Waldo Kleynhans
Vessel classification features using spatial Bayesian inference from historical ais data. IGARSS (2017)
R. G. V. Meyer, Colin P. Schwegmann, Waldo Kleynhans
The best of a BAD situation: Optimising an algorithm to match course resolution SAR vessel detections to sparse AIS data. IGARSS (2017)
Colin P. Schwegmann, Waldo Kleynhans, Brian P. Salmon
Synthetic Aperture Radar Ship Detection Using Haar-Like Features. IEEE Geosci. Remote. Sens. Lett. 14 (2) (2017)
Colin P. Schwegmann, Waldo Kleynhans, Brian P. Salmon, L. W. Mdakane, R. G. V. Meyer
Synthetic aperture radar ship discrimination, generation and latent variable extraction using information maximizing generative adversarial networks. IGARSS (2017)
Brian P. Salmon, Waldo Kleynhans, J. Corné Olivier, Colin P. Schwegmann
Improving features used for hyper-temporal land cover change detection by reducing the uncertainty in the feature extraction method. IGARSS (2017)
L. W. Mdakane, Waldo Kleynhans, Colin P. Schwegmann
Using an active contour method to detect bilge dumps from SAR imagery. IGARSS (2016)
Brian Paxton Salmon, Waldo Kleynhans, Jan C. Olivier, Colin P. Schwegmann
Transforming the autocorrelation function of a time series to detect land cover change. IGARSS (2016)
R. G. V. Meyer, Waldo Kleynhans, Colin P. Schwegmann
Small ships don't shine: Classification of ocean vessels from low resolution, large swath area SAR acquisitions. IGARSS (2016)
Colin P. Schwegmann, Waldo Kleynhans, Brian P. Salmon, L. W. Mdakane, R. G. V. Meyer
Ships as salient objects in Synthetic Aperture Radar imagery. IGARSS (2016)
Brian P. Salmon, Waldo Kleynhans, Jan C. Olivier, Colin P. Schwegmann
A heuristic approach to learning new graph structures for remote sensing images. IGARSS (2016)
Colin P. Schwegmann, Waldo Kleynhans, Brian P. Salmon, L. W. Mdakane, R. G. V. Meyer
Very deep learning for ship discrimination in Synthetic Aperture Radar imagery. IGARSS (2016)
Brian P. Salmon, Waldo Kleynhans, Jan C. Olivier, Colin P. Schwegmann, Willem C. Olding
A multi-tier higher order conditional random field for land cover classification of multi-temporal multi-spectral landsat imagery. IGARSS (2015)
Colin P. Schwegmann, Waldo Kleynhans, Brian P. Salmon, Lizwe Mdakane
A CA-CFAR and localized wavelet ship detector for Sentinel-1 imagery. IGARSS (2015)
L. W. Mdakane, Waldo Kleynhans, Colin P. Schwegmann
Bilge dump detection from SAR imagery using local binary patterns. IGARSS (2015)
Colin P. Schwegmann, Waldo Kleynhans, Brian P. Salmon
Manifold Adaptation for Constant False Alarm Rate Ship Detection in South African Oceans. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (7) (2015)
Colin P. Schwegmann, Waldo Kleynhans, Brian P. Salmon, Lizwe Mdakane
Ship detection in Sentinel-1 imagery using the H-dome transformation. IGARSS (2015)
Brian P. Salmon, Waldo Kleynhans, Colin P. Schwegmann, Jan C. Olivier
Proper comparison among methods using a confusion matrix. IGARSS (2015)
Colin P. Schwegmann, Waldo Kleynhans, Brian P. Salmon
Simulated annealing CFAR threshold selection for South African ship detection in ASAR imagery. IGARSS (2014)
Colin P. Schwegmann, Waldo Kleynhans, Brian P. Salmon
Ship detection in South African oceans using SAR, CFAR and a Haar-like feature classifier. IGARSS (2014)
Waldo Kleynhans, Brian P. Salmon, Colin P. Schwegmann, M. Vincent Seotlo
Ship detection in South African oceans using a combination of SAR and historic LRIT data. IGARSS (2013)