An Edge Embedded Marker-Based Watershed Algorithm for High Spatial Resolution Remote Sensing Image Segmentation

@article{Li2010AnEE,
  title={An Edge Embedded Marker-Based Watershed Algorithm for High Spatial Resolution Remote Sensing Image Segmentation},
  author={Deren Li and Guifeng Zhang and Zhaocong Wu and Lina Yi},
  journal={IEEE Transactions on Image Processing},
  year={2010},
  volume={19},
  pages={2781-2787}
}
This correspondence proposes an edge embedded marker-based watershed algorithm for high spatial resolution remote sensing image segmentation. Two improvement techniques are proposed for the two key steps of maker extraction and pixel labeling, respectively, to make it more effective and efficient for high spatial resolution image segmentation. Moreover, the edge information, detected by the edge detector embedded with confidence, is used to direct the two key steps for detecting objects with… CONTINUE READING

Similar Papers

Citations

Publications citing this paper.
SHOWING 1-10 OF 58 CITATIONS

A Spatially-Constrained Color–Texture Model for Hierarchical VHR Image Segmentation

  • IEEE Geoscience and Remote Sensing Letters
  • 2013
VIEW 3 EXCERPTS
CITES METHODS
HIGHLY INFLUENCED

FILTER CITATIONS BY YEAR

2011
2019

CITATION STATISTICS

  • 3 Highly Influenced Citations

  • Averaged 5 Citations per year over the last 3 years

References

Publications referenced by this paper.
SHOWING 1-10 OF 31 REFERENCES

Segmentation of High-Resolution Remote Sensing Image Based on Marker-Based Watershed Algorithm

  • 2008 Fifth International Conference on Fuzzy Systems and Knowledge Discovery
  • 2008
VIEW 6 EXCERPTS
HIGHLY INFLUENTIAL

Color image segmentation

VIEW 4 EXCERPTS
HIGHLY INFLUENTIAL

Edge Detection with Embedded Confidence

  • IEEE Trans. Pattern Anal. Mach. Intell.
  • 2001
VIEW 3 EXCERPTS
HIGHLY INFLUENTIAL

Boundary Refined Texture Segmentation Based on K-Views and Datagram Methods

  • 2007 IEEE Symposium on Computational Intelligence in Image and Signal Processing
  • 2007