Automatic analysis of the difference image for unsupervised change detection

@article{Bruzzone2000AutomaticAO,
  title={Automatic analysis of the difference image for unsupervised change detection},
  author={L. Bruzzone and D. Fern{\'a}ndez-Prieto},
  journal={IEEE Trans. Geosci. Remote. Sens.},
  year={2000},
  volume={38},
  pages={1171-1182}
}
One of the main problems related to unsupervised change detection methods based on the "difference image" lies in the lack of efficient automatic techniques for discriminating between changed and unchanged pixels in the difference image. Such discrimination is usually performed by using empirical strategies or manual trial-and-error procedures, which affect both the accuracy and the reliability of the change-detection process. To overcome such drawbacks, in this paper, the authors propose two… Expand
1,063 Citations
Nonparametric approach to automatic change detection
An Unsupervised Change Detection Based on Automatic Relationship Analysis
Histogram thresholding for unsupervised change detection of remote sensing images
  • 60
  • PDF
Unsupervised change detection methods for remote sensing images
  • 53
  • Highly Influenced
Novel Approach to Unsupervised Change Detection Based on a Robust Semi-Supervised FCM Clustering Algorithm
  • 45
  • Highly Influenced
  • PDF
Three different unsupervised methods for change detection: an application
  • 25
...
1
2
3
4
5
...

References

SHOWING 1-10 OF 43 REFERENCES
A Bayesian approach to automatic change detection
  • 15
An iterative technique for the detection of land-cover transitions in multitemporal remote-sensing images
  • 262
  • PDF
An unsupervised change detection and recognition system for forestry
  • 166
The effects of image misregistration on the accuracy of remotely sensed change detection
  • 462
  • PDF
An approach to feature selection and classification of remote sensing images based on the Bayes rule for minimum cost
  • L. Bruzzone
  • Computer Science, Mathematics
  • IEEE Trans. Geosci. Remote. Sens.
  • 2000
  • 38
A Comparison of Four Algorithms for Change Detection in an Urban Environment
  • 561
The impact of misregistration on change detection
  • 525
  • PDF
Estimation of generalized mixtures and its application in image segmentation
  • 143
  • PDF
...
1
2
3
4
5
...