Prosiectau fesul blwyddyn
Crynodeb
Phenotyping, which underpins much of plant biology and breeding, involves the measurement of characteristics or traits. Traditionally, this has been often destructive and/or subjective but the dynamic objective measurement of traits as they change in response to genetic mutation or environmental influences is an important goal. 3-D imaging technologies are increasingly incorporated into mass produced consumer goods (3D laser scanning, structured light and digital photography) and may represent a cost-effective alternative to current commercial phenotyping platforms. We evaluate their performance, cost and practicability for plant phenotyping and present a 3D reconstruction method for plants from multi-view images acquired with domestic quality cameras. We exploit an efficient Structure-From-Motion followed by stereo matching and depth-map merging processes. Experimental results show that the proposed method is flexible, adaptable and inexpensive, and promising as an generalized groundwork for phenotyping various plant species.
Iaith wreiddiol | Saesneg |
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Teitl | Image Analysis and Recognition |
Is-deitl | 11th International Conference, ICIAR 2014, Vilamoura, Portugal, October 22-24, 2014, Proceedings, Part II |
Golygyddion | Aurélio Campilho, Mohamed Kamel |
Cyhoeddwr | Springer Nature |
Tudalennau | 349-356 |
Nifer y tudalennau | 8 |
ISBN (Electronig) | 978-3-319-11755-3 |
ISBN (Argraffiad) | 978-3-319-11754-6, 3319117548 |
Dynodwyr Gwrthrych Digidol (DOIs) | |
Statws | Cyhoeddwyd - 10 Hyd 2014 |
Cyfres gyhoeddiadau
Enw | Lecture Notes in Computer Science |
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Cyfrol | 8815 |
ISSN (Argraffiad) | 0302-9743 |
ISSN (Electronig) | 1611-3349 |
Ôl bys
Gweld gwybodaeth am bynciau ymchwil 'Accurate Multi-View Stereo 3D Reconstruction for Cost-Effective Plant Phenotyping'. Gyda’i gilydd, maen nhw’n ffurfio ôl bys unigryw.Prosiectau
- 2 Wedi Gorffen
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ISPG-National Phenomics Centre see project 12520
Doonan, J., Camargo-Rodriguez, A., Clare, A., Draper, J., Howarth, C., Powell, W., Swain, M. & Zwiggelaar, R.
Biotechnology and Biological Sciences Research Council
01 Ebr 2017 → 31 Maw 2019
Prosiect: Ymchwil a ariannwyd yn allanol
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Phenomics National Capability Grant ISPG
Biotechnology and Biological Sciences Research Council
01 Ebr 2012 → 31 Maw 2017
Prosiect: Ymchwil a ariannwyd yn allanol