Utilizing Geometric Attributes of Spatial Information to Improve Digital Image Classification

Remote Sensing Reviews

Volumn 16, Issue 4, 1998, Pages 233-253

  Narumalani, Sunil ^a   Zhou, Yingchun ^a   Jelinski, Dennis E ^a  

^a UNIVERSITY OF NEBRASKA LINCOLN   (United States)

Author keywords

Geometric attributes; Multispectral classification; Shape index; Spatial information

Indexed keywords

ALGORITHMS; COMPUTATIONAL GEOMETRY; EDGE DETECTION; IMAGE ANALYSIS; OBJECT RECOGNITION;

DIGITAL IMAGE CLASSIFICATION; GEOMETRIC ATTRIBUTES; MULTISPECTRAL CLASSIFICATION;

REMOTE SENSING;

EID: 0031634285     PISSN: 02757257     EISSN: None     Source Type: Journal    
DOI: 10.1080/02757259809532355     Document Type: Article

References (14)

1. Argialas, D. and C. Harlow, 1990. "Computational Image Interpretation Models: An Overview and a Perspective," Photogrammetric Engineering and Remote Sensing, 56(6): 871-886.
2. Avery, T.E. and G.L. Berlin, 1992. Fundamentals of Remote Sensing and Airphoto Interpretation, New York, NY: Macmillan Publishing Company, 472 p.
3. Gurney, C., 1981. "The Use of Contextual Information to Improve Land Cover Classification of Digital Remotely Sensed Data," International Journal of Remote Sensing, 2(4): 379-388.
4. Gurney, C. and J. Townshend, 1983. "The Use of Contextual Information in the Classification of Remotely Sensed Data," Photogrammetric Engineering and Remote Sensing, 49(1): 55-64.
5. Hutchinson, C.F., 1982. "Techniques for Combing Landsat and Ancillary Data for Digital Classification Improvement," Photogrammetric Engineering and Remote Sensing, 48(1): 123-130.
6. Jensen, J.R., 1996. Introductory Digital Image Processing: A Remote Sensing Perspective, Upper Saddle River, NJ: Prentice-Hall, 316 p.
7. Jensen, J.R., E.W. Ramsey, H.E. Mackey, E. Christensen and R. Sharitz, 1987. "Inland Wetland Change Detection Using Aircraft MSS Data," Photogrammetric Engineering and Remote Sensing, 53(5): 521-529.
8. Johnsson, K., 1994. "Segment-Based Land-Use Classification from SPOT Satellite Data," Photogrammetric Engineering and Remote Sensing, 60(1): 47-53.
9. Lillesand, T. and R. Kiefer, 1994. Remote Sensing and Image Interpretation, John Wiley & Sons, Inc., New York.
10. Moller-Jensen, L., 1990. "Knowledge-Based Classification of an Urban Area Using Texture and Context Information in Landsat-TM Imagery," Photogrammetric Engineering and Remote Sensing, 56(6): 899-904.
11. Narumalani, S., D.E. Jelinski, Y. Zhou and D. Smith, 1995. "Analyzing Landscape Patterns Using Remote Sensing-Derived Land Cover Classification for the Central Platte River Valley in Nebraska," Technical Papers, ASPRS, 2: 93-100.
12. Narumalani, S., J.R. Jensen, M. Hayes, J. Michel, T. Montello and J. Robinson, 1993. "Gulf War Legacy: Using Remote Sensing to Assess Habitat in the Saudi Arabian Gulf Before the Gulf War Oil Spill," Geo-Info Systems, 3(6): 32-41.
13. Tung, F. and K. Chan, 1994. "Spatial Composition of Spectral Classes: A Structural Approach for Image Analysis of Heterogeneous Land-Use and Land-Cover Types," Photogrammetric Engineering and Remote Sensing, 60(2): 173-180.
14. Zhou, Y., S. Narumalani and D. Jelinski, 1995. "Improving Remote Sensing-Derived Land Use/Land Cover Classification with the Aid of Spatial Information," Technical Papers ACSM/ASPRS, 4: 363-371.