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Original Articles

A multistage, semi-automated procedure for analyzing the morphology of nanoparticles

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Pages 507-522 | Received 01 Oct 2010, Accepted 01 Apr 2011, Published online: 23 Apr 2012

References

  • Barber , C. B. , Dobkin , D. and Huhdanpaa , H. 1996 . The quickhull algorithm for convex hulls . ACM Transactions on Mathematical Software , 22 ( 4 ) : 469 – 483 .
  • Cailliez , F. 1983 . The analytical solution of the additive constant problem . Psychometika , 48 ( 2 ) : 305 – 308 .
  • Canny , J. 1986 . A computational approach to edge detection . IEEE Transactions on Pattern Analysis and Machine Intelligence , 8 ( 6 ) : 679 – 698 .
  • Chen , L.-C . 2009 . Investigation on morphology measurement and evaluation of TiO2 nanoparticles synthesized by SANSS . Journal of Alloys and Compounds , 483 ( 1–2 ) : 366 – 370 .
  • Choi , H. and Choi , S. 2007 . Robust kernel isomap . Pattern Recognition , 40 ( 3 ) : 853 – 862 .
  • Dryden , I. and Mardia , K. 1998 . Statistical Shape Analysis , Vol. 4 , New York , NY : Wiley .
  • El-Sayed , M. A. 2001 . Some interesting properties of metals confined in time and nanometer space of different shapes . Accounts of Chemical Research , 34 ( 4 ) : 257 – 264 .
  • Fisker , R. , Carstensen , J. , Hansen , M. , Bødker , F. and Mørup , S. 2000 . Estimation of nanoparticle size distributions by image analysis . Journal of Nanoparticle Research , 2 ( 3 ) : 267 – 277 .
  • Glotov , O. 2008 . Image processing of the fractal aggregates composed of nanoparticles . Russian Journal of Physical Chemistry A, Focus on Chemistry , 82 ( 13 ) : 2213 – 2218 . In English
  • Gonzalez , R.-C. and Woods , R. E. 2002 . Digital Image Processing, third edition , Englewood Cliffs , NJ : Prentice Hall .
  • Huang , J. , Shen , H. and Buja , A. 2008 . Functional principal components analysis via penalized rank one approximation . Electronic Journal of Statistics , 2 : 678 – 695 .
  • Jiang , S. , Zhou , X. , Kirchhausen , T. and Wong , S.-T.-C . 2007 . Detection of molecular particles in live cells via machine learning . Cytometry A , 71 ( 8 ) : 563 – 575 .
  • Jung , M.-R. , Shim , J.-H. , Ko , B. and Nam , J.-Y. 2008 . Automatic cell segmentation and classification using morphological features and Bayesian networks . Proceedings of SPIE , 6813 : 68130G.1 – 68130G.10 .
  • Kothari , S. , Chaudry , Q. and Wang , M. 2009 . “ Automated cell counting and cluster segmentation using concavity detection and ellipse fitting techniques, ” . In Proceedings of IEEE International Symposium on Biomedical Imaging , 795 – 798 . Piscataway , NJ : IEEE Press .
  • Kruskal , J.B. and Wish , M. 1978 . Multidimensional Scaling , Thousand Oaks , CA : Sage Publications .
  • McFarland , A. and Van Duyne , R. 2003 . Single silver nanoparticles as real-time optical sensors with zeptomole sensitivity . Nano Letters , 3 ( 8 ) : 1057 – 1062 .
  • Mohamed , M.-B. , Volkov , V. , Link , S. and El-Sayed , M.-A . 2000 . Lightning gold nanorods: fluorescence enhancement of over a million compared to the gold metal . Chemical Physics Letters , 317 ( 6 ) : 517 – 523 .
  • Nehl , C.-L. , Liao , H. and Hafner , J.-H . 2006 . Optical properties of star-shaped gold nanoparticles . Nano Letters , 6 ( 4 ) : 683 – 688 .
  • Nyiro-Kosa , I. , Nagy , D.-C. and Posfai , M. 2009 . Size and shape control of precipitated magnetite nanoparticles . European Journal of Mineralogy , 21 ( 2 ) : 293 – 302 .
  • Pan , Y. , Neuss , S. , Leifert , A. , Fischler , M. , Wen , F. , Simon , U. , Schmid , G. , Brandau , W. and Jahnen-Dechent , W. 2007 . Size-dependent cytotoxicity of gold nanoparticles . Small , 3 ( 11 ) : 1941 – 1949 .
  • Sage , D. , Neumann , F.-R. , Hediger , F. , Gasser , S.-M. and Unser , M. 2005 . Automatic tracking of individual fluorescence particles: application to the study of chromosome dynamics . IEEE Transactions on Image Processing , 14 ( 9 ) : 1372 – 1383 .
  • Samko , O. , Marshall , A. and Rosin , P. 2006 . Selection of the optimal parameter value for the Isomap algorithm . Pattern Recognition Letters , 27 ( 9 ) : 968 – 979 .
  • Steinbach , M. , Ertoz , L. and Kumar , V. 2003 . Challenges of Clustering High Dimensional Data , New York City , NY : Springer-Verlag .
  • Tenenbaum , J. B. , De Silva , V. and Langford , J.-C . 2000 . A global geometric framework for nonlinear dimensionality reduction . Science , 290 ( 5500 ) : 2319 – 2323 .
  • Wang , Z. L. , Petroski , J.-M. , Green , T.-C. and El-Sayed , M.-A . 1998 . Shape transformation and surface melting of cubic and tetrahedral platinum nanocrystals . Journal of Physical Chemistry B , 102 ( 32 ) : 6145 – 6151 .
  • Yang , C. , He , Z. and Yu , W. 2009 . Comparison of public peak detection algorithms for MALDI mass spectrometry data analysis . BMC Bioinformatics , 10 ( 4 ) : 1 – 13 .
  • Zhu , X. 2005 . “ Semi-supervised learning literature survey ” . Madison , WI : University of Wisconsin–Madison . Technical Report 1530, Computer Sciences
  • Zhu , X. , Ghahramani , Z. and Lafferty , J. 2003 . “ Semi-supervised learning using Gaussian fields and harmonic functions, ” . In Proceedings of the 20th International Conference on Machine Learning 912 – 919 .

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