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Image Processing
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Image Analysis of Remote Sensing Data Integrating
Spectral and Spatial Features of Objects
4. Summary And Coclusions
It was demonstrated that terrain cover objects with specific spatial objects, roads and trails in the forest were detected well through integration of spatial and spectral information. It was also demonstrated that the method, the pixel swapping, worked well to extract spatial features of terrain objects for remote sensing.
More complex and sophisticate post processing is definitely required to create the similar feature like conventionally maps provide. This is the main subject for the future study.
5. References
- Joji Iisaka, "Automated Detection of man-made Disturbances in the Forest From Remotely Sensed Images", Proceeding of the 2nd International Conference on Geospatial Information in Agriculture and Forestry, 10-12 January, 2000, Lake Buena Vista, FL, USA, pp. II-135-322.
- Joji Iisaka and Takako Sakurai-Amano, "A new Vegetation Index for Remote Sensing", Proceeding of the 115th symposium of the Korean Society of Remote Sensing and the Workshop of Environment Monitoring from Space for East Asia, Nov.3-5, 1999, Kangnung, Korea, 1:256-261.
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Joji Iisaka, " A Unified Image Computing Method for Spectral and Spatial Feature Extraction form Remotely Sensed Imagery," the Proceeding of SPIE Symposium on Non-linear Image Processing IX, San Jose, California, USA, pp.232-239, January 26-27, 1998.
- Joji Iisaka, Etsuko Amano and Takako Amano, " Automated forest clear cut detection from TM data" , Proceedings of the 26th Annual Symposium of Remote Sensing of Environment, Vancouver, Canada, pp.67-70, March 1996.
- Joji Iisaka and Takako Sakurai-Amano, "Terrain Feature Recognition for SAR Imagery employing Spatial Attributes of Targets," In the Proceedings of the ISPRS Commission III Symposium, SPIE Vol. 2357, pp.399-408, September 5-9, 1994.
- Joji Iisaka and Takako Sakurai-Amano, " Spatial Association Analysis for Radar Image Interpretation," In the Proceeding of the IGARSS'93, Tokyo, Japan, pp.1200-1203, August 18-21 1993.
- Joji Iisaka, "Structural Spatial Information Extraction form Remotely sensed data," In the Proceeding of the IGARSS'89, Vancouver, Canada, pp.1224-1227, July 10-14 1989.
- Compton J. Tucker, "Red and Photographic infrared Linear combinations for monitoring vegetation," Remote sensing of Environment, Vol.8 (2), pp.127-150 (May 1979).
- John A. Richards, "Remote Sensing Digital Image Analysis: An Introduction," Springer Verlag, New York, USA; ISBN: 0387582193, edition September 1994.
- John R. Jensen, Introductory Digital Image Processing: A Remote Sensing Perspective, August 24, 1995, Prentice Hall, New Jersey, USA; ISBN: 0132058405.
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