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Registration of vector data and aerial thermal images using modified mutual information

Koen Douterloigne, Sidharta Gautama UGent and Wilfried Philips UGent (2011) IEEE International Geoscience and Remote Sensing Symposium proceedings. p.570-573
abstract
The topic of registering multi- and hyperspectral imagery is well studied in literature. However when the registration must be done between multispectral images and vector data, the literature is more limited. In this paper we focus on registering aerial images in the thermal (IR) band, and vector data delineating houses and other man-made structures in the same region. This differs from classical registration because first of all, the vector data is not in the same format as the thermal image (i.e. vectors versus pixels), although it can be rasterized initially. Secondly, feature points fail to match between the two representations while intensity based methods also have problems due to the large changes between the rasterized vector and thermal images. We present a method based on a modified version of mutual information that outperforms existing methods for these specific inputs.
Please use this url to cite or link to this publication:
author
organization
year
type
conference (proceedingsPaper)
publication status
published
subject
keyword
thermal, aerial, vector, Registration, mutual information n
in
IEEE International Geoscience and Remote Sensing Symposium proceedings
IEEE Int. Geosci. Remote Sensing Symp. proc.
issue title
2011 IEEE International geoscience and remote sensing symposium (IGARSS)
pages
570 - 573
publisher
IEEE
place of publication
New York, NY, USA
conference name
IEEE International Geoscience and Remote Sensing Symposium (IGARSS - 2011)
conference location
Vancouver, BC, Canada
conference start
2011-07-24
conference end
2011-07-29
Web of Science type
Proceedings Paper
Web of Science id
000297496300139
ISSN
2153-6996
ISBN
9781457710056
DOI
10.1109/IGARSS.2011.6049192
language
English
UGent publication?
yes
classification
P1
copyright statement
I have transferred the copyright for this publication to the publisher
id
2029908
handle
http://hdl.handle.net/1854/LU-2029908
date created
2012-02-14 14:29:13
date last changed
2017-01-02 09:53:10
@inproceedings{2029908,
  abstract     = {The topic of registering multi- and hyperspectral imagery is well studied in literature. However when the registration must be done between multispectral images and vector data, the literature is more limited. In this paper we focus on registering aerial images in the thermal (IR) band, and vector data delineating houses and other man-made structures in the same region. This differs from classical registration because first of all, the vector data is not in the same format as the thermal image (i.e. vectors versus pixels), although it can be rasterized initially. Secondly, feature points fail to match between the two representations while intensity based methods also have problems due to the large changes between the rasterized vector and thermal images. We present a method based on a modified version of mutual information that outperforms existing methods for these specific inputs.},
  author       = {Douterloigne, Koen and Gautama, Sidharta and Philips, Wilfried},
  booktitle    = {IEEE International Geoscience and Remote Sensing Symposium proceedings},
  isbn         = {9781457710056},
  issn         = {2153-6996},
  keyword      = {thermal,aerial,vector,Registration,mutual information n},
  language     = {eng},
  location     = {Vancouver, BC, Canada},
  pages        = {570--573},
  publisher    = {IEEE},
  title        = {Registration of vector data and aerial thermal images using modified mutual information},
  url          = {http://dx.doi.org/10.1109/IGARSS.2011.6049192},
  year         = {2011},
}

Chicago
Douterloigne, Koen, Sidharta Gautama, and Wilfried Philips. 2011. “Registration of Vector Data and Aerial Thermal Images Using Modified Mutual Information.” In IEEE International Geoscience and Remote Sensing Symposium Proceedings, 570–573. New York, NY, USA: IEEE.
APA
Douterloigne, K., Gautama, S., & Philips, W. (2011). Registration of vector data and aerial thermal images using modified mutual information. IEEE International Geoscience and Remote Sensing Symposium proceedings (pp. 570–573). Presented at the IEEE International Geoscience and Remote Sensing Symposium (IGARSS - 2011), New York, NY, USA: IEEE.
Vancouver
1.
Douterloigne K, Gautama S, Philips W. Registration of vector data and aerial thermal images using modified mutual information. IEEE International Geoscience and Remote Sensing Symposium proceedings. New York, NY, USA: IEEE; 2011. p. 570–3.
MLA
Douterloigne, Koen, Sidharta Gautama, and Wilfried Philips. “Registration of Vector Data and Aerial Thermal Images Using Modified Mutual Information.” IEEE International Geoscience and Remote Sensing Symposium Proceedings. New York, NY, USA: IEEE, 2011. 570–573. Print.