Efficient registration of optical and infrared images via modified Sobel edging for plant canopy temperature estimation

Computers and Electrical Engineering

Volumn 38, Issue 5, 2012, Pages 1213-1221

  Yang, Weiping ^a   Wang, Xuezhi ^b   Moran, Bill ^b   Wheaton, Ashley ^c   Cooley, Nicola ^c  

^a NATIONAL UNIVERSITY OF DEFENSE TECHNOLOGY   (China)

^b The University of Melbourne   (Australia)

^c UNIVERSITY OF MELBOURNE   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

PLANTS (BOTANY);

AUTOMATED CONTROL SYSTEMS; IRRIGATION MANAGEMENT; REGISTRATION ACCURACY; REGISTRATION ALGORITHMS; REGISTRATION EFFICIENCIES; REGISTRATION METHODS; SOBEL EDGE DETECTORS; SUBSTANTIAL REDUCTION;

INFRARED IMAGING;

EID: 84866402268     PISSN: 00457906     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compeleceng.2012.05.014     Document Type: Article

References (20)

1. H.G. Jones Use of thermography for quantitative studies of spatial and temporal variation of stomatal conductance over leaf surfaces J Plant Cell Environ 22 1999 1043 1055
2. H.G. Jones Use of infrared thermometry for estimation of stomatal conductance as a possible aid to irrigation scheduling J Agric For Meteorol 95 1999 139 149
3. L. Guilioni, H.G. Jones, I. Leinonen, and J.P. Lhomme On the relationships between stomatal resistance and leaf temperatures in thermography J Agric For Meteorol 148 2008 1908 1912
4. O. Grant, L. Tronina1, H.G. Jones, and M.M. Chaves Exploring thermal imaging variables for the detection of stress responses in grapevine under different irrigation regimes J Exp Botany 58 4 2007 815 825
5. Wheaton AD, Cooley N, Dunn G, Goodwin I, Needs S. Evaluation of infrared thermography to determine the crop water status of Cabernet Sauvignon grapevines. In: Poster paper, 13th Australian wine industry technical conference, Adelaide; 28 July-2 August, 2007.
6. X.Z. Wang, W.P. Yang, A. Wheaton, N. Cooley, and B. Moran Automated canopy temperature estimation via infrared thermography: a first step towards automated plant water stress monitoring J Comput Electron Agric 73 1 2010 74 83
7. Du-Ming Tsai, and Chien-Ta Lin Fast normalized cross correlation for defect detection J Pattern Recog Lett 24 2003 2625 2631
8. Roche A, Malandain G, Pennec X, Ayache N. The correlation ratio as a new similarity measure for multimodal image registration. Medical image computing and computer assisted intervention - MICCAI'98, vol. 1496; 1998. p. 1115-24.
9. S. Klein Evaluation of optimization methods for nonrigid medical image registration using mutual information and B-splines IEEE Trans Image Process 16 12 2007 2879 2890
10. Jian Chen, and Jie Tian Real-time multi-modal rigid registration based on a novel symmetric-SIFT descriptor Prog Nat Sci 19 5 2009 643 651
11. Yu Le, Dengrong Zhang, and Eun-Jung Holden A fast and fully automatic registration approach based on point features for multi-source remote-sensing images Comput Geosci 34 7 2008 838 848
12. R.J. Althof, M.G.J. Wind, and J.T. Dobbins A rapid and automatic image registration algorithm with subpixel accuracy IEEE Trans Med Imag 16 3 1997 308 316
13. R. Bhagalia, J.A. Fessler, and B. Kim Accelerated non-rigid intensity-based image registration using importance sampling IEEE Trans Med Imag 28 8 2009 1208 1216
14. H.S. Lima, and S.H. Cheraghia An optimization approach to shape matching and recognition Comput Electr Eng 24 3 1998 183 200
15. Yang Weiping, Wang Xuezhi, Wheaton A, Cooley N, Moran B. Automatic optical and IR image fusion for plant water stress analysis. In: Proc of 12th international conference on information fusion, Seatle; July, 2009. p. 1053-9.
16. J.W. Hsieh, H.Y. Mark Liao, K.C. Fan, M.T. Ko, and Y.P. Hung Image registration using a new edge-based approach Comput Vis Image Understand 67 2 1997 112 130
17. A.R. Rami Issa Data fusion of multi-source imagery based on linear features registration Int J Remote Sens 31 19 2010 5011 5021
18. D.I. Barnea, and H.F. Silverman A Class of algorithm for fast digital image registration IEEE Trans Comput 21 2 1972 179 186
19. Sung-Jea Ko, Sung-Hee Lee, Seung-Won Jeon, and Eui-Sung Kang Fast digital image stabilizer based on Gray-coded bit-plane matching IEEE Trans Consumer Electron 45 3 1999 598 603
20. Wheaton A, Cooley NC, Dunn GM, Goodwin I, Wang XZ, Moran B, et al. Use of thermal imagery to detect water stress during berry ripening in Vitis vinifera L. 'Cabernet Sauvignon'. In: Proc of the VI international symposium on irrigation of horticultural crops, Chile. Acta Horticulturae 889; November 2009. p. 123-30.