/Code_GRSL_2020_1_copy

Primary LanguageJupyter NotebookBSD 2-Clause "Simplified" LicenseBSD-2-Clause

GRSL-2020-1 The README shows how to use the codes made to perform the numerical tests of the article submitted for: GRSL - IEEE Geoscience and Remote Sensing Letters Fusion of Evidences in Intensities Channels for Edge Detection in PolSAR Images Anderson A. de Borba, Maurı́cio Marengoni, and Alejandro C Frery

Test to Flevoland image In Matlab/Octave

  1. Run /Code_matlab/imagem_real_lin_radial_flev.m
    • Read data base /Data/AirSAR_Flevoland_Enxuto.mat
    • Write ray in: (There are 9 channels, but we use 3 to intensities) /Data/ a) channel hh - flevoland_1.txt b) channel hv - flevoland_2.txt c) channel vv - flevoland_3.txt
    • Write ray coordinate in: /Data a) File xc_flevoland.txt b) File yc_flevoland.txt

In R 2) Run /Code_r/evidencias_im_real_sa_param_mu_L.R
- Read data base /Date
a) Channel hh - flevoland_1.txt b) Channel hv - flevoland_2.txt c) Channel vv - flevoland_3.txt - Write edge evidences
/Data a) Channel hh - evidence_flev_hh.txt b) Channel hv - evidence_flev_hv.txt c) Channel vv - evidence_flev_vv.txt

In Matlab/Octave 3) Run /Code_matlab/det_bordas_fusion_put_point_flev_r3.m - Read data base /Data/AirSAR_Flevoland_Enxuto.mat - Read edge evidences
/Data a) Channel hh - evidence_flev_hh.txt b) Channel hv - evidence_flev_hv.txt c) Channel vv - evidence_flev_vv.txt - Read ray coordinate in: /Data a) File xc_flevoland.txt b) File yc_flevoland.txt
- Show the fusion Images

  1. Run /Code_matlab/gt_flevoland_r3.m

    • Read data base /Data/AirSAR_Flevoland_Enxuto.mat
    • Write ground truth /Data/gt_flevoland.txt

  2. Run /Code_matlab/metricas_gt_flevoland.m

    • Read edge evidences
      /Data a) Channel hh - evidence_flev_hh.txt b) Channel hv - evidence_flev_hv.txt c) Channel vv - evidence_flev_vv.txt
    • Read ray coordinate in: /Data a) File xc_flevoland.txt b) File yc_flevoland.txt
    • Read ground truth /Data/gt_flevoland.txt
    • Write probabilities error in /Data/metricas_fusao_flevoland.txt

In R 6) Run /Code_r/metricas_fusao_flev.r - Show probabilities error

Test to San Francisco Bay image In Matlab/Octave

  1. Run /Code_matlab/imagem_real_lin_radial_san_fran.m
    • Read data base /Data/SanFrancisco_Bay.mat
    • Write ray in: (There are 9 channels, but we use 3 to intensities) /Data/ a) channel hh - san_fran_1.txt b) channel hv - san_fran_2.txt c) channel vv - san_fran_3.txt
    • Write ray coordinate in: /Data a) File xc_san_fran.txt b) File yc_san_fran.txt

In R 2) Run /Code_r/evidencias_im_real_sa_param_mu_L_san_fran.R
- Read data base /Date
a) Channel hh - san_fran_1.txt b) Channel hv - san_fran_2.txt c) Channel vv - san_fran_3.txt - Write edge evidences
/Data a) Channel hh - evidence_san_fran_hh.txt b) Channel hv - evidence_san_fran_hv.txt c) Channel vv - evidence_san_fran_vv.txt

In Matlab/Octave 3) Run /Code_matlab/det_bordas_fusion_put_point_san_fran_r1.m - Read data base /Data/SanFrancisco_Bay.mat - Read edge evidences
/Data a) Channel hh - evidence_san_fran_hh.txt b) Channel hv - evidence_san_fran_hv.txt c) Channel vv - evidence_san_fran_vv.txt - Write ray coordinate in: /Data a) File xc_san_fran.txt b) File yc_san_fran.txt - Show the fusion Images

  1. Run /Code_matlab/gt_san_fran_r1.m

    • Read data base /Data/SanFrancisco_Bay.mat
    • Write ground truth /Data/gt_san_fran.txt

  2. Run /Code_matlab/metricas_gt_sf.m

    • Read edge evidences
      /Data a) Channel hh - evidence_san_fran_hh.txt b) Channel hv - evidence_san_fran_hv.txt c) Channel vv - evidence_san_fran_vv.txt
    • Read ray coordinate in: /Data a) File xc_san_fran.txt b) File yc_san_fran.txt
    • Read ground truth /Data/gt_san_fran.txt
    • Write probabilities error in /Data/metricas_fusao_san_fran.txt

In R 6) Run /Code_r/metricas_fusao_sf_r1.r - Show probabilities error