Optimal corrections for digitization and quantification effects in angle measure technique (AMT) texture analysis

Journal of Chemometrics

Volumn 22, Issue 11-12, 2008, Pages 722-737

  Kucheryavski, Sergei V ^a   Kvaal, Knut ^b   Halstensen, Maths ^c   Mortensen, Peter Paasch ^d   Dahl, Casper K ^e   Minkkinen, Pentti ^e   Esbensen, Kim H ^e  

^a ALTAI STATE UNIVERSITY   (Russian Federation)

^b NORWEGIAN UNIVERSITY OF LIFE SCIENCES   (Norway)

^c UNIVERSITY OF SOUTH EASTERN NORWAY   (Norway)

^d NOVOZYMES A S   (Denmark)

^e AALBORG UNIVERSITY   (Denmark)

Author keywords

AMT; Angle measure technique; Digital signal processing; Digitization effect; Image analysis; Image pre processing; Quantification effect; Re scaling; Resampling

Indexed keywords

IMAGE ANALYSIS; TIME SERIES ANALYSIS;

ANGLE MEASURE TECHNIQUE; ANGLE MEASURES; DIGITISATION; DIGITIZATION EFFECT; IMAGE PREPROCESSING; IMAGE-ANALYSIS; QUANTIFICATION EFFECT; RE-SCALING; RESAMPLING; SCALINGS;

DIGITAL SIGNAL PROCESSING;

EID: 57149120534     PISSN: 08869383     EISSN: 1099128X     Source Type: Journal    
DOI: 10.1002/cem.1118     Document Type: Conference Paper

References (11)

1. Andrle R. The angle measure technique: a new method for characterising the complexity of geomorphic lines. Math. Geol. 1994; 16: 83-79.
2. Esbensen KH, Kvaal K, Hjelmen KH. The AMT approach in chemometrics - first forays. J. Chemometrics 1996; 10: 569-590.
3. Mortensen PP, Esbensen KH. Optimization of the Angle Measure Technique for image analytical sampling of particulate matter. Chemometrics. Intell. Lab. Sys. 2005; 75: 219-229.
4. Gonzalez RC, Woods RE. Digital Image Processing. Prentice Hall: New Jersey, 2002.
5. Russ JC. The Image Processing Handbook. CRC Press: Boca Raton, FL, 1995.
6. Pratt W. Digital Image Processing. Wiley: New York, 2001.
7. Kvaal K, Kucheryavski SV, Halstensen M, Kvaal S, Flø AS, Minkkinen O, Esbensen KH. eAMTexplorer - a comprehensive software for texture and signal characterization using Angle Measure Technique. J. Chemometrics (in review).
8. Brodatz P. Textures: A Photographic Album for Artists and Designers. Dover Publications: New York, 1966.
9. Parker AJ, Kenyon R, Troxel DE. Comparison of interpolation methods for image resampling. IEEE Trans. Med. Imaging 1983; MF-2: 31-39.
10. Mandelbrot B. The Fractal Geometry of Nature. Freeman: New York, 1983.
11. Miller GSP. The definition and rendering of terrain maps. Comp. Graph. 1986; 20: 39-48.