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Resolution- Independent Characteristic Scale Dedicated to Satellite Images
- Source :
- IEEE Transactions on Image Processing, IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2007, 16 (10), pp.2503-2514
- Publication Year :
- 2007
- Publisher :
- HAL CCSD, 2007.
-
Abstract
- International audience; We study the problem of finding the characteristic scale of a given satellite image. This feature is defined so that it does not depend on the spatial resolution of the image. This is a different problem than achieving scale invariance, as often studied in the literature. Our approach is based on the use of a linear scale-space and the total variation. The critical scale is defined as the one at which the normalized total variation reaches its maximum. It is shown experimentally, both on synthetic and real data, that the computed characteristic scale is resolution independent.
- Subjects :
- Normalization (statistics)
Scale (ratio)
[INFO.INFO-TS] Computer Science [cs]/Signal and Image Processing
Computer science
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
02 engineering and technology
Sensitivity and Specificity
Convolution
Pattern Recognition, Automated
Imaging, Three-Dimensional
[INFO.INFO-TS]Computer Science [cs]/Signal and Image Processing
Artificial Intelligence
Image Interpretation, Computer-Assisted
0202 electrical engineering, electronic engineering, information engineering
Linear scale
Computer vision
Spacecraft
Image resolution
characteristic scale
[SPI.SIGNAL] Engineering Sciences [physics]/Signal and Image processing
business.industry
Reproducibility of Results
resolution
020206 networking & telecommunications
Scale invariance
Image Enhancement
Computer Graphics and Computer-Aided Design
image processing
[INFO.INFO-TI] Computer Science [cs]/Image Processing [eess.IV]
Feature (computer vision)
Computer Science::Computer Vision and Pattern Recognition
[INFO.INFO-IR]Computer Science [cs]/Information Retrieval [cs.IR]
[INFO.INFO-TI]Computer Science [cs]/Image Processing [eess.IV]
020201 artificial intelligence & image processing
Satellite
[INFO.INFO-IR] Computer Science [cs]/Information Retrieval [cs.IR]
Artificial intelligence
business
Algorithm
[SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing
Software
Algorithms
Environmental Monitoring
Subjects
Details
- Language :
- English
- ISSN :
- 10577149
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Image Processing, IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2007, 16 (10), pp.2503-2514
- Accession number :
- edsair.doi.dedup.....21df7e3d52911e78efab0dbc227e95fc