List of Publications

• InSAR phase filtering via joint subspace projection method: Application in change detection
A Bouaraba, A Belhadj-Aissa, D Borghys, M Acheroy, D Closson, IEEE Geoscience and Remote Sensing Letters 11 (10), 1817-1820, 2014. http://ieeexplore.ieee.org/document/6781550/

• Hyperspectral reconnaissance in urban environment
I Renhorn, V Achard, M Axelsson, K Benoist, D Borghys, X Briottet, ... SPIE Defense, Security, and Sensing, 87040L-87040L-14, 2013. http://proceedings.spiedigitallibrary.org/proceeding.aspx?articleid=1697132

• Fusion of multispectral and stereo information for unsupervised target detection in VHR airborne data
DC Borghys, M Idrissa, M Shimoni, O Friman, M Axelsson, M Lundberg, ... SPIE Defense, Security, and Sensing, 874514-874514-12, 2013. http://proceedings.spiedigitallibrary.org/proceeding.aspx?articleid=1691318

• Activity monitoring in a commercial harbor using multitemporal repeat-pass interferometric SAR data
D Borghys, C Perneel, A Bouaraba, IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 7440-7443, July 2012. (pdf file)

• Nonsingular approximations for a singular covariance matrix
N Gorelik, D Blumberg, SR Rotman, D Borghys, SPIE Defense, Security, and Sensing, 839021-839021-8, 2012. http://proceedings.spiedigitallibrary.org/proceeding.aspx?articleid=1354589

• Comparative evaluation of hyperspectral anomaly detectors in different types of background
D Borghys, I Kasen, V Achard, C Perneel, SPIE Defense, Security, and Sensing, 83902J-83902J-12, 2012. (pdf file)

• Combination of different SAR modalities for geospatial intelligence applications in a harbor environment
DC Borghys, A Bouaraba, C Perneel, SPIE Defense, Security, and Sensing, 83940T-83940T-11, 2012. (pdf file)

• Improving CCD performance by the use of local fringe frequencies
A Bouaraba, D Borghys, A Belhadj-Aissa, M Acheroy, D Closson, Progress In Electromagnetics Research C 32, 123-137, 2012. (pdf file at pubisher)

• Hyperspectral anomaly detection: comparative evaluation in scenes with diverse complexity
D Borghys, I Kasen, V Achard, C Perneel, Journal of Electrical and Computer Engineering, 2012. (pdf file)

• Target detection using nonsingular approximations for a singular covariance matrix
N Gorelik, D Blumberg, SR Rotman, D Borghys, Journal of Electrical and Computer Engineering, 2012. "https://www.hindawi.com/journals/jece/2012/628479/

• Comparative evaluation of hyperspectral anomaly detection methods in scenes with diverse complexity
D Borghys, V Achard, I Kasen and C Perneel, OPTRO2012 Proceedings, Symposium on Optronics in Defence and Security, Paris, Feb 2012. (pdf file)

• Hyperspectral anomaly detection: a comparative evaluation of methods
D. Borghys, V. Achard, S.R. Rotman, N. Gorelik and C. Perneel, in Proc. XXX URSI General Assembly and Scientific Symp. of the Int. Union of Radio Science, Istanbul, Turkey, August 2011. (pdf file)

• Evaluation of the sub-pixel performance of anomaly detectors
D. Borghys, V. Achard, I. Kasen and C. Perneel, 3rd IEEE GRS Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Lisbon, Portugal, June 2010 (pdf file)

• Study of the Influence of Pre-Processing on Local Statistics-Based Anomaly Detector Results
D. Borghys and C. Perneel, 2nd IEEE GRS Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Reykjavik, Iceland, June 2010 (pdf file)

• Comparison of algorithms for the classification of polarimetric sar data V. Alberga, D. Borghys, G. Satalino, D. Staykova, A. Borghgraef, F.D. Lapierre, and C. Perneel, in Proc. SPIE SAR Image Analysis, Modeling, and Techniques, Berlin, Germany, September 2009. (pdf file)

• Anomaly detection in complex environments: Evaluation of the inter- and intra-method consistency
D. Borghys, E. Truyen, M. Shimoni and C. Perneel,1st IEEE GRS Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Grenoble, France, Aug 2009 (pdf file)

• Anomaly Detection in Hyperspectral Images of Complex Scenes
D. Borghys, E. Truyen, M. Shimoni and C. Perneel, Earsel Symposium, Chania, Greece, June 2009. (pdf file)

• Fusion of PolSAR and PolInSAR data for land cover classification
M. Shimoni, D. Borghys, R. Heremans, C. Perneel, and M. Acheroy, Int. Journal of Applied Earth Observations and Geoinformation, 11:169-180, June 2009. http://www.sciencedirect.com/science/article/pii/S0303243409000051

• Land-cover classification using fused PolSAR and PolInSAR
M. Shimoni D. Borghys, R. Heremans, C. Perneel and M. Acheroy, Proc.EUSAR 2008, Friederichshafen, Germany, June 2008.(pdf file).

• Change detection in urban scenes by fusion of SAR and Hyperspectral data
D. Borghys, M. Shimoni and C. Perneel, SPIE Remote Sensing Symposium, Florence, Italy, 17-21 Sept 2007 (pdf file).

• Improved object recognition by fusion of hyperspectral and SAR data
D. Borghys, M. Shimoni, G. Degueldre, and C. Perneel. In 5th EARSeL SIG IS workshop on Imaging Spectroscopy: "Innovation in environmental research", Bruges, Belgium, April 2007 (pdf file).

• A Supervised Classification of Multi-Channel High-Resolution SAR Data
D. Borghys, C. Perneel, EARSeL eProceedings, Vol 6, Nr 1, pp. 26-37, 2007 (pdf file).

• Land cover feature recognition by fusion of PolInSAR and optical data
M. Shimoni, D. Borghys, N. Milisavljevic, C. Perneel, D. Derauw, A. Orban, Proc. ESA POLinSAR 2007, Rome, 22-27 Januari 2007. http://earth.esa.int/workshops/polinsar2007/papers/173_shimoni.pdf.

• Supervised Classification of Multi-Channel High-Resolution SAR Data
D. Borghys, C. Perneel, Proc. 26th EARSeL Symposium "New Developments and Challenges in Remote Sensing", Warshau, 31 May - 2 June 2006.

• Semi-Automatic Hyperspectral Image Classification of Urban Areas using Logistic Regression
D. Borghys, M. Shimoni, C. Perneel, Proc. 1st EARSeL SIG Urban Remote Sensing Workshop "Urban Remote Sensing - Challenges and Solutions", Berlin, March 2006.

• Supervised Feature-Based Classification of Multi-Channel SAR Images
Dirk.Borghys, Yann.Yvinec, Christiaan.Perneel, Aleksandra Pizurica and Wilfried Philips, Pattern Recognition Letters, Special Issue on Pattern Recognition for Remote Sensing, Vol 27, Nr 4, pp 252-258, March 2006

• Supervised Classification of Hyperspectral Images using a Combination of Spectral and Spatial Information
D. Borghys, M. Shimoni, C. Perneel, Proc SPIE Image and Signal Processing for Remote Sensing XI, Bruges, Sept. 2005, SPIE Vol. 5982.(pdf file)
Copyright 2005, Society of Photo-Optical Instrumentation Engineers. This paper was published in SPIE Vol. 5982, and is made available as an electronic reprint with permission of SPIE. One print or electronic copy may be made for personal use only. Systematic or multiple reproduction, distribution to multiple locations via electronic or other means, duplication of any material in this paper for a fee or for commercial purposes, or modification of the content of the paper are prohibited.

• Hierarchical Supervised Classification of Multi-Channel SAR Images
Dirk.Borghys, Yann.Yvinec, Christiaan.Perneel, Aleksandra Pizurica and Wilfried Philips, Proc. 3rd Int. Workshop on Pattern Recognition in Remote Sensing (PRRS'04), Kingston-upon-Thames, Aug. 2004.(pdf file)

• Supervised Feature-Based Classification of Multi-Channel SAR Images using Logistic Regression
D. Borghys, C. Perneel, M. Acheroy(RMA), M. Keller, H. Suess (DLR), A. Pizurica, W. Philips (UGhent); Proc.EUSAR 2004, May 2004, Ulm, Germany (pdf file)

• Automatic Detection of Flooded Areas on ENVISAT/ASAR Images using an Object-Oriented Approach and a Method based on Active Contours
R. Heremans, A. Willekens, D. Borghys , B. Verbeeck, J. Valckenborgh, M. Acheroy, C. Perneel; Proc. 1st Int. Conf. on Recent Advances in Space Technologies, Nov. 20-22, 2003, Istanbul, Turkey
• Combining multi-variate statistics and speckle reduction for line detection in multi-channel sar images
D. Borghys , C. Perneel, A. Pizurica and W. Philips; Proc. of the Conference on SAR Image Analysis, Modelling and Techniques VIII, Francesco Posa, Editor, SPIE Vol. 5236, Barcelona, Spain; 8-12 Sept 2003 (pdf file)
Copyright 2003, Society of Photo-Optical Instrumentation Engineers. This paper was published in SPIE Vol. 5236, and is made available as an electronic reprint with permission of SPIE. One print or electronic copy may be made for personal use only. Systematic or multiple reproduction, distribution to multiple locations via electronic or other means, duplication of any material in this paper for a fee or for commercial purposes, or modification of the content of the paper are prohibited.

• SMART: Space and Airborne Mined Area Reduction Tools - Presentation
Y. Yvinec, D. Borghys, M. Acheroy (RMA), H. S��, M. Keller (DLR), M. Bajic (CROMAC), E. Wolff, S. Vanhuysse (ULB), I. Bloch, Y. Yu (ENST) and Olivier Damanet (TRASYS); in EUDEM2-SCOT-2003 International Conference on requirements and Technologies for the Detection, Removal and neutralization of Landmines and UXO - Vrije Universiteit Brussel, 15-18sept 2003, Brussels, Belgium, pp595-602Proc. (pdf file)

• Combining multi-variate statistics and dempster-shafer theory for edge detection in multi-channel sar images
D. Borghys and C. Perneel; Proc. 1st Iberian Conference on Pattern Recognition and Image Analysis, Pto. d'Andratx, Mallorca, Spain, Jun 4-6, 2003, vol. LNCS 2652, pp. 97-107.(pdf file)

• Edge Detection in Multi-Channel SAR Images
D. Borghys and C. Perneel; 7th Conference on Quantitatve Methods for Decision Making, Brussels; Jan 2003, pp 44-45 (pdf file)

• Edge and Line Detection in Polarimetric SAR images
D. Borghys, V. Lacroix and C. Perneel; Proc. Int. Conf. on Pattern Recognition, Quebec, Canada; 11-15 Aug 2002, vol. 2, pp 921-924  (pdf file)

• Fusion of Multi-Variate Edge Detectors for High-Resolution Polarimetric SAR images
D. Borghys, C. Perneel, and M. Acheroy; Proc. of the 4th European Conference on Synthetic Aperture Radar, Cologne, Germany; 4-6 June 2002, pp 145-149 (pdf file)

• Automatic Detection of Built-Up Areas in High-Resolution Polarimetric SAR images
D. Borghys, C. Perneel, and M. Acheroy; Pattern Recognition Letters, Special Issue on Pattern Recognition in Remote Sensing, vol 23/9 pp 1085-1093, April 2002

• Interpretation and Registration of High-Resolution Polarimetric SAR Images
D. Borghys, PhD Thesis, ENST, Paris, 23 nov 2001, vol ENST 2001 E 031

• Interpretation of Multi-Aspect High-Resolution Polarimetric SAR images
D. Borghys, C. Perneel, and M. Acheroy; Proc. of the Conference on SAR Image Analysis, Modelling and Techniques IV, Francesco Posa, Editor, SPIE Vol. 4543, pp 100-111, Toulouse, France; 17-21 Sept 2001 (pdf file)
Copyright 2001, Society of Photo-Optical Instrumentation Engineers. This paper was published in SPIE Vol. 4543, and is made available as an electronic reprint with permission of SPIE. One print or electronic copy may be made for personal use only. Systematic or multiple reproduction, distribution to multiple locations via electronic or other means, duplication of any material in this paper for a fee or for commercial purposes, or modification of the content of the paper are prohibited.

• A Hierarchical Approach for Registration of High-Resolution Polarimetric SAR Images
D. Borghys, C. Perneel, and M. Acheroy; in Image and Signal Processing for Remote Sensing VII, Sebastiano Bruno Serpico, Editor, SPIE Vol. 4541, pages 11-22, Toulouse, France; 17-21 Sept 2001 (pdf file)
Copyright 2001, Society of Photo-Optical Instrumentation Engineers. This paper was published in SPIE Vol. 4541, and is made available as an electronic reprint with permission of SPIE. One print or electronic copy may be made for personal use only. Systematic or multiple reproduction, distribution to multiple locations via electronic or other means, duplication of any material in this paper for a fee or for commercial purposes, or modification of the content of the paper are prohibited.

2000

• Contour Detection in High-Resolution Polarimteric SAR Images
D. Borghys, C. Perneel, and M. Acheroy; in SAR Image Analysis, Modelling and Techniques III, Francesco Posa, Editor, SPIE Vol. 4173, Barcelona, Spain; 25-29 Sept 2000 (pdf file)
Copyright 2000, Society of Photo-Optical Instrumentation Engineers. This paper was published in SPIE Vol. 4173, and is made available as an electronic reprint with permission of SPIE. One print or electronic copy may be made for personal use only. Systematic or multiple reproduction, distribution to multiple locations via electronic or other means, duplication of any material in this paper for a fee or for commercial purposes, or modification of the content of the paper are prohibited.

• Detection of Built-up Areas in Polarimetric SAR Images
D. Borghys, C. Perneel, and M. Acheroy; Proc. Int. Workshop on Pattern Recognition for Remote Sensing, Andorra; 1 Sept 2000 (pdf file)

• A Multi-Variate Contour Detector for High-Resolution Polarimetric SAR Images
D. Borghys, C. Perneel, and M. Acheroy; Proc. Int. Conf. on Pattern Recognition, Barcelona, Spain; 3-8 Sept 2000, vol 3,  pp 650-655 (pdf file)

• Contribution to the Automatic Registration and Interpretation of SAR Images for Remote Sensing
D. Borghys, C. Perneel, and M. Acheroy; Proc. Int. Conference "Defence Optics 2000", Brussels, Belgium; 19-21 June 2000  

• Data Fusion for the detection of Vehicles in Multi-Sensor Image Sequences
D. Borghys, C. Perneel, and M. Acheroy; Proc. Int. Conference "Defence Optics 2000", Brussels, Belgium; 19-21 June 2000

Before 2000

• Road Detection on Digitized Maps
D. Borghys, C. Perneel, E. Nyssen and M. Acheroy; Proc. Int. Symp. on Pattern Recognition "In memoriam Pierre Devijver", Brussels, Belgium; February,12 1999 (pdf file)

• Multi-Level Data Fusion for the Detection of Targets using multi-spectral Image Sequences
D. Borghys, P.Verlinde, C. Perneel and M. Acheroy; SPIE/Optical Engineering's special issue on Sensor Fusion, Opt.Eng.,vol 37, nr 2, pp 477-484; February 1998 (pdf file)
Copyright 1998, Society of Photo-Optical Instrumentation Engineers. This paper was published in Opt.Eng., vol36, nr2, and is made available as an electronic reprint with permission of SPIE. One print or electronic copy may be made for personal use only. Systematic or multiple reproduction, distribution to multiple locations via electronic or other means, duplication of any material in this paper for a fee or for commercial purposes, or modification of the content of the paper are prohibited.

• Data Fusion for Long Range Target Acquisition
P.Verlinde, D. Borghys, C. Perneel and M. Acheroy; in Proceedings of the Sensor and Propagation Panel's (formerly AGARD) 7th symposium on Multi-Sensor Systems and Data Fusion for Telecommunications, Remote Sensing and Radar; Lisbon (Portugal), September 29 - October 2, 1997 (pdf file)  

• Long Range Target Detection in a Cluttered Environment using Multi-Sensor Image Sequences
D. Borghys, P.Verlinde, C. Perneel and M. Acheroy; in Proceedings of the SPIE Conference on Signal Processing, Sensor Fusion, and Target Recognition; Orlando (FL), April 21-25, 1997 (pdf file)  

• Noise Reduction in Image Sequences with Sparse Temporal Sampling
D. Borghys and M. Acheroy; Proceedings of the IASTED International Conference on Signal and Image Processing - SIP95; Las Vegas (NV), November 20-23, 1995 (gzipped Postscript file)  

• Long Range Automatic Detection of Small Targets in Sequences of Noisy Thermal Infrared Images
D. Borghys, C. Perneel and M. Acheroy; in Proceedings of the SPIE Conference on Signal and Data Processing of Small Targets; Orlando (FL), April 4-8, 1994 (gzipped Postscript file)

 

 
 

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