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Multiple leaf tracking using computer vision methods with shape constraints

Jonas De Vylder, Dominique Van Der Straeten UGent and Wilfried Philips UGent (2013) Proceedings of SPIE, the International Society for Optical Engineering. 8881.
abstract
Accurate monitoring of leaves and plants is a necessity for research on plant physiology. To aid this biological research, we propose a new active contour method to track individual leaves in chlorophyll fluorescence time laps sequences. The proposed active contour algorithm is developed such that it can handle sequences with low temporal resolution. This paper proposes a novel optimization method which incorporates prior knowledge about the plant shape. Tests show that the proposed framework outperforms state of the art tracking methods.
Please use this url to cite or link to this publication:
author
organization
year
type
conference (proceedingsPaper)
publication status
published
subject
keyword
biological monitoring, segmentation, ACTIVE CONTOURS, MODELS, active contours, tracking
in
Proceedings of SPIE, the International Society for Optical Engineering
Proc. SPIE Int. Soc. Opt. Eng.
volume
8881
issue title
Sensing technologies for biomaterial, food, and agriculture 2013
article number
88810E
pages
8 pages
publisher
SPIE, the International Society for Optical Engineering
place of publication
Bellingham, WA, USA
conference name
International conference on Sensing Technologies for Biomaterial, Food, and Agriculture (SeTBio 2013), part of Optics and Photonics international congress
conference location
Yokohoma, Japan
conference start
2013-04-23
conference end
2013-04-26
Web of Science type
Proceedings Paper
Web of Science id
000323514300013
ISSN
0277-786X
ISBN
9780819497437
DOI
10.1117/12.2029789
language
English
UGent publication?
yes
classification
P1
copyright statement
I have transferred the copyright for this publication to the publisher
id
3184978
handle
http://hdl.handle.net/1854/LU-3184978
date created
2013-04-05 15:45:21
date last changed
2017-01-02 09:53:26
@inproceedings{3184978,
  abstract     = {Accurate monitoring of leaves and plants is a necessity for research on plant physiology. To aid this biological research, we propose a new active contour method to track individual leaves in chlorophyll fluorescence time laps sequences. The proposed active contour algorithm is developed such that it can handle sequences with low temporal resolution. This paper proposes a novel optimization method which incorporates prior knowledge about the plant shape. Tests show that the proposed framework outperforms state of the art tracking methods.},
  articleno    = {88810E},
  author       = {De Vylder, Jonas and Van Der Straeten, Dominique and Philips, Wilfried},
  booktitle    = {Proceedings of SPIE, the International Society for Optical Engineering},
  isbn         = {9780819497437},
  issn         = {0277-786X},
  keyword      = {biological monitoring,segmentation,ACTIVE CONTOURS,MODELS,active contours,tracking},
  language     = {eng},
  location     = {Yokohoma, Japan},
  pages        = {8},
  publisher    = {SPIE, the International Society for Optical Engineering},
  title        = {Multiple leaf tracking using computer vision methods with shape constraints},
  url          = {http://dx.doi.org/10.1117/12.2029789},
  volume       = {8881},
  year         = {2013},
}

Chicago
De Vylder, Jonas, Dominique Van Der Straeten, and Wilfried Philips. 2013. “Multiple Leaf Tracking Using Computer Vision Methods with Shape Constraints.” In Proceedings of SPIE, the International Society for Optical Engineering. Vol. 8881. Bellingham, WA, USA: SPIE, the International Society for Optical Engineering.
APA
De Vylder, Jonas, Van Der Straeten, D., & Philips, W. (2013). Multiple leaf tracking using computer vision methods with shape constraints. Proceedings of SPIE, the International Society for Optical Engineering (Vol. 8881). Presented at the International conference on Sensing Technologies for Biomaterial, Food, and Agriculture (SeTBio 2013), part of Optics and Photonics international congress, Bellingham, WA, USA: SPIE, the International Society for Optical Engineering.
Vancouver
1.
De Vylder J, Van Der Straeten D, Philips W. Multiple leaf tracking using computer vision methods with shape constraints. Proceedings of SPIE, the International Society for Optical Engineering. Bellingham, WA, USA: SPIE, the International Society for Optical Engineering; 2013.
MLA
De Vylder, Jonas, Dominique Van Der Straeten, and Wilfried Philips. “Multiple Leaf Tracking Using Computer Vision Methods with Shape Constraints.” Proceedings of SPIE, the International Society for Optical Engineering. Vol. 8881. Bellingham, WA, USA: SPIE, the International Society for Optical Engineering, 2013. Print.