Colin P. Schwegmann

According to our database, Colin P. Schwegmann authored at least 25 papers between 2013 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

A SAR ship dataset for detection, discrimination and analysis.

Colin P. Schwegmann, Waldo Kleynhans, Brian P. Salmon, L. W. Mdakane, Rory Meyer

Dataset, May, 2022

2018

Transfer Learning for Multi-Frequency Synthetic Aperture Radar Applications.

Colin P. Schwegmann, Waldo Kleynhans, Brian P. Salmon, L. W. Mdakane, Rory Meyer, Jürgen Janoth, Parivash Lumsdon

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Synthetic Aperture Radar Ship Detection Using Capsule Networks.

Colin P. Schwegmann, Waldo Kleynhans, Brian P. Salmon, L. W. Mdakane, Rory Meyer

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Synthetic Aperture Radar Ship Detection Using Haar-Like Features.

Colin P. Schwegmann, Waldo Kleynhans, Brian P. Salmon

IEEE Geosci. Remote. Sens. Lett., 2017

Synthetic aperture radar ship discrimination, generation and latent variable extraction using information maximizing generative adversarial networks.

Colin P. Schwegmann, Waldo Kleynhans, Brian P. Salmon, L. W. Mdakane, Rory Meyer

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Subsidence feature discrimination using deep convolutional neural networks in synthetic aperture radar imagery.

Colin P. Schwegmann, Waldo Kleynhans, Jeanine Engelbrecht, L. W. Mdakane, Rory Meyer

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Improving features used for hyper-temporal land cover change detection by reducing the uncertainty in the feature extraction method.

Brian P. Salmon, Waldo Kleynhans, J. Corné Olivier, Colin P. Schwegmann

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Vessel classification features using spatial Bayesian inference from historical ais data.

Rory Meyer, Colin P. Schwegmann, Waldo Kleynhans

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

The best of a BAD situation: Optimising an algorithm to match course resolution SAR vessel detections to sparse AIS data.

Rory Meyer, Colin P. Schwegmann, Waldo Kleynhans

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Image segmentation-based oil slick detection using sar radarsat-2 OSVN maritime data.

L. W. Mdakane, Waldo Kleynhans, Colin P. Schwegmann, Rory Meyer

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

Ships as salient objects in Synthetic Aperture Radar imagery.

Colin P. Schwegmann, Waldo Kleynhans, Brian P. Salmon, L. W. Mdakane, Rory Meyer

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Very deep learning for ship discrimination in Synthetic Aperture Radar imagery.

Colin P. Schwegmann, Waldo Kleynhans, Brian P. Salmon, L. W. Mdakane, Rory Meyer

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Transforming the autocorrelation function of a time series to detect land cover change.

Brian Paxton Salmon, Waldo Kleynhans, Jan C. Olivier, Colin P. Schwegmann

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

A heuristic approach to learning new graph structures for remote sensing images.

Brian P. Salmon, Waldo Kleynhans, Jan C. Olivier, Colin P. Schwegmann

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Small ships don't shine: Classification of ocean vessels from low resolution, large swath area SAR acquisitions.

Rory Meyer, Waldo Kleynhans, Colin P. Schwegmann

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Using an active contour method to detect bilge dumps from SAR imagery.

L. W. Mdakane, Waldo Kleynhans, Colin P. Schwegmann

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

Manifold Adaptation for Constant False Alarm Rate Ship Detection in South African Oceans.

Colin P. Schwegmann, Waldo Kleynhans, Brian P. Salmon

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Ship detection in Sentinel-1 imagery using the H-dome transformation.

Colin P. Schwegmann, Waldo Kleynhans, Brian P. Salmon, Lizwe Mdakane

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

A CA-CFAR and localized wavelet ship detector for Sentinel-1 imagery.

Colin P. Schwegmann, Waldo Kleynhans, Brian P. Salmon, Lizwe Mdakane

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Proper comparison among methods using a confusion matrix.

Brian P. Salmon, Waldo Kleynhans, Colin P. Schwegmann, Jan C. Olivier

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

A multi-tier higher order conditional random field for land cover classification of multi-temporal multi-spectral landsat imagery.

Brian P. Salmon, Waldo Kleynhans, Jan C. Olivier, Colin P. Schwegmann, Willem C. Olding

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Bilge dump detection from SAR imagery using local binary patterns.

L. W. Mdakane, Waldo Kleynhans, Colin P. Schwegmann

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

Simulated annealing CFAR threshold selection for South African ship detection in ASAR imagery.

Colin P. Schwegmann, Waldo Kleynhans, Brian P. Salmon

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Ship detection in South African oceans using SAR, CFAR and a Haar-like feature classifier.

Colin P. Schwegmann, Waldo Kleynhans, Brian P. Salmon

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013

Ship detection in South African oceans using a combination of SAR and historic LRIT data.

Waldo Kleynhans, Brian P. Salmon, Colin P. Schwegmann, M. Vincent Seotlo

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013