Classification of Hyperspectral Images

SVM-and MRF-Based Method for Accurate Classification of Hyperspectral Images

SVM- and MRF-Based Method for Accurate Classification of Hyperspectral Images
Yuliya Tarabalka, Mathieu Fauvel, Jocelyn Chanussot  and Jón Atli Benediktsson

IEEE Geoscience and Remote Sensing Letters, Vol. 7, no. 4, OCTOBER 2010
DOI: 10.1016/j.isprsjprs.2016.07.004
Year: 2010, Volume: 7, Issue: 4, Pages: 736 – 740

Archive 1.zip contains original codes from Dr Tarabalka’s PhD.
Archive 2.zip contains MRF codes using graph-cut which are much more efficient, also provided by Dr Tarabalka.

More code :
You can find a simplified (python) version of the algorithm here
(without gradiant and with ICM rather than Gibs sampler):

https://github.com/mfauvel/SummerSchoolGRSS/blob/master/Codes/script_mrf.py

Attached Files
# File Type File Size Download
1 .pdf 341.77 KB 2010_IEEE_GRSL_SVM_MRF
2 .zip 10.88 KB Archive 1
3 .zip 9.68 KB Archive 2