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Results: synthetic image


Original synthetic image 256*256 pixels (provided by GdR ISIS) with additive Gaussian noise (SNR=10dB, variance ratio).  
 
 
 
 
 
 

 Results for 3 classes


  Classification from variational model (49 seconds)


  Classification from stochastic model (285 seconds)

Results for 8 classes
  Classification from variational model (101 seconds)
An animation (video MPEG, 303 ko) shows the evolution of the variational solution and the evolution of the associated map of discontinuities as decreases. Each image represents the solution and the associated contours for fixed. From one image to the other one we make decrease (cf. Algorithm).

  Classification from stochastic model (671 seconds)

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- Introduction
- Proposed model
- Algorithm
- Comparison with a stochastic model
- Results : first satellite image
- Results : second satellite image
- Conclusion

- Bibliography