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hiperespectral:wtss-emp [2016/08/23 11:00] – [Abstract] pablo.quesadahiperespectral:wtss-emp [2016/08/24 12:21] (actual) – [Classification Results] pablo.quesada
Liña 19: Liña 19:
 MATLAB code, including some tools for data management and the training and test samples used in the experiments. MATLAB code, including some tools for data management and the training and test samples used in the experiments.
  
-  * WTSS-EMP scheme: //commin_soon.zip// +  * WTSS-EMP scheme: {{:hiperespectral:wtss-emp.zip|}} 
-  * Training / Test samples used in the experiments: //commin_soon.zip//+  * Training / Test samples used in the experiments: {{:hiperespectral:tt_samples.zip|}}
   * Hyperspectral datasets from Universidad del Pais Vasco: [[http://www.ehu.es/ccwintco/index.php?title=Hyperspectral_Remote_Sensing_Scenes|www.ehu.es]] except for the Indian Pines dataset downloaded from ftp://ftp.ecn.purdue.edu/biehl/MultiSpec/92AV3C.tif.zip   * Hyperspectral datasets from Universidad del Pais Vasco: [[http://www.ehu.es/ccwintco/index.php?title=Hyperspectral_Remote_Sensing_Scenes|www.ehu.es]] except for the Indian Pines dataset downloaded from ftp://ftp.ecn.purdue.edu/biehl/MultiSpec/92AV3C.tif.zip
   * Supervised classification carried out using the [[https://www.csie.ntu.edu.tw/~cjlin/libsvm/|LIBSVM library]] and the [[http://www.ntu.edu.sg/home/egbhuang/elm_codes.html|ELM algorithm]] (with random hidden nodes and random hidden neurons).   * Supervised classification carried out using the [[https://www.csie.ntu.edu.tw/~cjlin/libsvm/|LIBSVM library]] and the [[http://www.ntu.edu.sg/home/egbhuang/elm_codes.html|ELM algorithm]] (with random hidden nodes and random hidden neurons).
  
-==== Classification Maps ====+==== Classification Results ====
  
-Execution outputs as PNG and TXT +The following zip files have the output (TXT) produced by the SVM and ELM pixelwise classifiers, the WT-EMP scheme and the WTSS-EMP scheme, including the experimental results in the presence of noise. These results correspond to the test samples used in the experiments.
- +
-  * Pavia Univ.: //comming_soon.zip// +
-  * Pavia City: //comming_soon.zip// +
-  * Indian Pines: //comming_soon.zip// +
-  * Salinas: //comming_soon.zip//+
  
 +  * Pavia Univ.: {{:hiperespectral:results_paviau_pixelwise.zip|}}, {{:hiperespectral:results_paviau_wtemp.zip|}}, {{:hiperespectral:results_paviau_wtssemp.zip|}}
 +  * Pavia City: {{:hiperespectral:results_paviac_pixelwise.zip|}}, {{:hiperespectral:results_paviac_wtemp.zip|}}, {{:hiperespectral:results_paviac_wtssemp.zip|}}
 +  * Indian Pines: {{:hiperespectral:results_indianp_pixelwise.zip|}}, {{:hiperespectral:results_indianp_wtemp.zip|}}, {{:hiperespectral:results_indianp_wtssemp.zip|}}
 +  * Salinas: {{:hiperespectral:results_salinas_pixelwise.zip|}}, {{:hiperespectral:results_salinas_wtemp.zip|}}, {{:hiperespectral:results_salinas_wtssemp.zip|}}
 ===== License ===== ===== License =====
 {{:hiperespectral:by-bc-sa_88x31.png?nolink|The underlying research materials for this article are licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.}} {{:hiperespectral:by-bc-sa_88x31.png?nolink|The underlying research materials for this article are licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.}}
  
 The underlying research materials for this article are licensed under a [[http://creativecommons.org/licenses/by-nc-sa/4.0/|Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License]]. The underlying research materials for this article are licensed under a [[http://creativecommons.org/licenses/by-nc-sa/4.0/|Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License]].