Michael J. Collins

Publication Activity (10 Years)

Years Active: 1996-2022
Publications (10 Years): 6

Top Topics

Target Detection

Unsupervised Classification

Top Venues

IEEE Trans. Geosci. Remote. Sens.

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

IEEE Geosci. Remote. Sens. Lett.

Publications

Ghada Atteia, Michael J. Collins, Abeer D. Algarni, Nagwan Abdel Samee
Deep-Learning-Based Feature Extraction Approach for Significant Wave Height Prediction in SAR Mode Altimeter Data. Remote. Sens. 14 (21) (2022)
Md. Saimoom Ferdous, Umma H. Himi, Peter F. McGuire, Desmond Power, Thomas Johnson, Michael J. Collins
Assessing the Usefulness of Iceberg Electromagnetic Backscatter Modeling Using a C-Band SAR Classifier. IEEE Geosci. Remote. Sens. Lett. 17 (8) (2020)
Michael J. Collins, Meng Ma, Mohammed Dabboor
On the Effect of Polarization and Incidence Angle on the Estimation of Significant Wave Height From SAR Data. IEEE Trans. Geosci. Remote. Sens. 57 (7) (2019)
Md. Saimoom Ferdous, Umma H. Himi, Peter F. McGuire, Desmond Power, Thomas Johnson, Michael J. Collins
C-Band Simulations of Melting Icebergs Using GRECOSAR and an EM Model: Varying Wind Conditions at Lower Beam Mode. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (12) (2019)
Michael J. Collins, Michael Denbina, Brent Minchew, Cathleen E. Jones, Benjamin Holt
On the Use of Simulated Airborne Compact Polarimetric SAR for Characterizing Oil-Water Mixing of the Deepwater Horizon Oil Spill. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (3) (2015)
John Richard Otukei, Thomas Blaschke, Michael J. Collins
Fusion of TerraSAR-x and Landsat ETM+ data for protected area mapping in Uganda. Int. J. Appl. Earth Obs. Geoinformation 38 (2015)
Ghada Atteia, Michael J. Collins
Ship detection performance assessment for simulated RCM SAR data. IGARSS (2014)
Michael Denbina, Michael J. Collins
Iceberg detection using analysis of the received polarization ellipse in compact polarimetry. IGARSS (2014)
Mohammed Dabboor, Michael J. Collins, Vassilia Karathanassi, Alexander Braun
An Unsupervised Classification Approach for Polarimetric SAR Data Based on the Chernoff Distance for Complex Wishart Distribution. IEEE Trans. Geosci. Remote. Sens. 51 (7-2) (2013)
Michael J. Collins, Michael Denbina, Ghada Atteia
On the Reconstruction of Quad-Pol SAR Data From Compact Polarimetry Data For Ocean Target Detection. IEEE Trans. Geosci. Remote. Sens. 51 (1) (2013)
Yasser Maghsoudi, Michael J. Collins, Donald G. Leckie
Radarsat-2 Polarimetric SAR Data for Boreal Forest Classification Using SVM and a Wrapper Feature Selector. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 (3) (2013)
Jeremy M. Allan, Michael J. Collins
The Generation of Correlated Gamma Distributed Random Fields for the Simulation of Synthetic Aperture Radar Images. SIAM J. Imaging Sci. 5 (4) (2012)
Yasser Maghsoudi, Michael J. Collins, Donald G. Leckie
Polarimetric classification of Boreal forest using nonparametric feature selection and multiple classifiers. Int. J. Appl. Earth Obs. Geoinformation 19 (2012)
Yasser Maghsoudi, Michael J. Collins, Donald G. Leckie
A wrapper feature selection for the polarimetric SAR data classification. IGARSS (2012)
Eric B. Kopp, Michael J. Collins
On the Use of a Shape Constraint in a Pixel-Based SAR Segmentation Algorithm. IEEE Trans. Geosci. Remote. Sens. 50 (8) (2012)
John Richard Otukei, Thomas Blaschke, Michael J. Collins, Yasser Maghsoudi
Analysis of ALOS PALSAR and TerraSAR-X data for protected area mapping: A case of the Bwindi Impenetrable National Park-Uganda. IGARSS (2011)
Yasser Maghsoudi, Michael J. Collins, Donald G. Leckie
On the Use of Feature Selection for Classifying Multitemporal Radarsat-1 Images for Forest Mapping. IEEE Geosci. Remote. Sens. Lett. 8 (5) (2011)
Yasser Maghsoudi, Michael J. Collins, Donald G. Leckie
Nonparametric feature selection and support vector machine for polarimetric SAR data classification. IGARSS (2011)
Michael J. Collins, Jeremy M. Allan
Modeling and Simulation of SAR Image Texture. IEEE Trans. Geosci. Remote. Sens. 47 (10) (2009)
Michael Wollersheim, Michael J. Collins
Extraction of Forest Biophysical Parameters Using Polarimetric SAR. IGARSS (2) (2008)
Michael J. Collins, Eric B. Kopp
On the Design and Evaluation of Multiobjective Single-Channel SAR Image Segmentation Algorithms. IEEE Trans. Geosci. Remote. Sens. 46 (6) (2008)
Jayanti J. Sharma, Christoph H. Gierull, Michael J. Collins
The influence of target acceleration on velocity estimation in dual-channel SAR-GMTI. IEEE Trans. Geosci. Remote. Sens. 44 (1) (2006)
Lynn D. Raaflaub, Michael J. Collins
The effect of error in gridded digital elevation models on the estimation of topographic parameters. Environ. Model. Softw. 21 (5) (2006)
Michael J. Collins, Michael de Jong
Neuralizing target superresolution algorithms. IEEE Geosci. Remote. Sens. Lett. 1 (4) (2004)
Michael J. Collins, Jonathan Wiebe, David A. Clausi
The effect of speckle filtering on scale-dependent texture estimation of a forested scene. IEEE Trans. Geosci. Remote. Sens. 38 (3) (2000)
Michael J. Collins, Jin Huang
Uncertainties in the estimation of ACF-based texture in synthetic aperture radar image data. IEEE Trans. Geosci. Remote. Sens. 36 (3) (1998)
Michael J. Collins, Charles E. Livingstone
On the dimensionality of multiparameter microwave image data from thin sea ice in the Labrador Sea. IEEE Trans. Geosci. Remote. Sens. 34 (1) (1996)
Michael J. Collins, F. G. Ross Warren, J. Lawrence Paul
Airborne imaging microwave radiometer. I. Radiometric analysis. IEEE Trans. Geosci. Remote. Sens. 34 (3) (1996)