Pattern recognition for characterization of pharmaceutical powders

Powder Technology

Volumn 169, Issue 2, 2006, Pages 108-113

  Realpe, Alvaro ^a   Velázquez, Carlos ^a  

^a UNIVERSITY OF PUERTO RICO   (Puerto Rico)

Author keywords

Invariant image moments; Particle size; Pattern recognition; Process analytical technologies (PAT)

Indexed keywords

ALGORITHMS; FEATURE EXTRACTION; IMAGE PROCESSING; PARTICLE SIZE ANALYSIS; STATISTICAL METHODS;

INVARIANT IMAGE MOMENTS; PROCESS ANALYTICAL TECHNOLOGIES (PAT); SHAPE RECOGNITION; VISION SYSTEM;

DRUG PRODUCTS;

CELLULOSE;

ALGORITHMS; DRUG PRODUCTS; FEATURE EXTRACTION; IMAGE PROCESSING; PARTICLE SIZE ANALYSIS; STATISTICAL METHODS;

ACCURACY; ALGORITHM; ANALYTIC METHOD; ARTICLE; CALCULATION; CRYSTAL; DRUG INDUSTRY; EXTRACTION; IMAGE PROCESSING; PARTICLE SIZE; POWDER; STATISTICAL ANALYSIS; VISION;

EID: 33750508111     PISSN: 00325910     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.powtec.2006.08.006     Document Type: Article

References (18)

1. Taylor M. Quantitative measures for shape and size of particles. Powder Technology 124 (2002) 94-100
2. Ennis B. Unto dust shalt thou return. In: Behringer, and Jenkins (Eds). Powder & Grains vol. 97 (1997), Balkema, Rotterdam 13
3. Mikli V., Kaerd H., Kulu P., and Besterci M. Characterization of powder particle morphology. Proceedings of the Estonian Academy of Sciences Engineering 7 1 (2001) 22-34
4. Belaroui K., Pons M., and Vivier H. Morphological characterisation of gibbsite and alumina. Powder Technology 127 (2002) 246-256
5. Pons M., Vivier H., Delcour V., Authelin J., and Pailleres-Hubert L. Morphological analysis of pharmaceutical powders. Powder Technology 128 (2002) 276-286
6. General Test <776>. Optical Microscopy. USP vol. 24 (2000), The United States Pharmacopoeias Convention, Rockville, MD 1965-1967
7. Gonzalez R., and Woods R. Digital Image Processing (1993), Addison-Wesley, New York, United States
8. Anzai Y. Pattern Recognition and Machine Learning (1992), Academia Press INC, Yokohama, Japan 123-175
9. Hu M. Pattern recognition by moment invariant. Proceedings of the Institute of Radio Engineers (IRE) 49 (1961) 1428
10. Hu M. Visual Pattern recognition by moment invariant. IRE Transactions on Information Theory IT-8 (1962) 179-187
11. Montgomery D. Design and analysis of experiments (2001), John Wiley and Sons, Inc., New York, United States 519-548
12. Castleman K. Digital Image Processing (1979), Prentice-Hall, Inc., Englewood Cliffs, N.J., United States 150-156
13. Teague M. Image analysis via the general theory of moments. Journal of the Optical Society of America 70 8 (1979) 920-930
14. Teh C., and Chin R. On image analysis by the method of moments. IEEE Transactions on Pattern Analysis and Machine Intelligent 10 4 (1988) 496-513
15. Zhang D., and Lu G. A comparative study of three region shape descriptors. Digital Image Computing Techniques and Applications 21-22 (2002) 1-6
16. Guideline for Industry, Test on Validation of Analytical Procedures. 1995. Available from http://www.fda.gov/cder/guidance/ichq2a.pdf, ICH-Q2A.
17. Parker M., and Rowe R. Source variation in the wet massing (granulation) of some microcrystalline celluloses. Powder Technology 65 (1991) 273-281
18. Watano S., and Miyanami K. Image processing for on-line monitoring of granule size distribution and shape in fluidized bed granulation. Powder Technology 83 (1995) 55-60