5.[Fully convolutional network with separate Pan/MS channels](#Fully-convolutional-network-with-separate-Pan/MS-channels)
## Simple CNN
## Simple CNN
This simple model estimates the class of an input patch of image.
This simple model estimates the class of an input patch of image.
...
@@ -115,9 +122,9 @@ otbcli_TensorflowModelServe \
...
@@ -115,9 +122,9 @@ otbcli_TensorflowModelServe \
-out $output_classif
-out $output_classif
```
```
## M3 Model
## M3Fusion Model
The M3 model (stands for MultiScale/Multimodal/Multitemporal satellite data fusion) is a model designed to input time series and very high resolution images.
The M3Fusion model (stands for MultiScale/Multimodal/Multitemporal satellite data fusion) is a model designed to input time series and very high resolution images.
Benedetti, P., Ienco, D., Gaetano, R., Ose, K., Pensa, R. G., & Dupuy, S. (2018). _M3Fusion: A Deep Learning Architecture for Multiscale Multimodal Multitemporal Satellite Data Fusion_. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 11(12), 4939-4949.
Benedetti, P., Ienco, D., Gaetano, R., Ose, K., Pensa, R. G., & Dupuy, S. (2018). _M3Fusion: A Deep Learning Architecture for Multiscale Multimodal Multitemporal Satellite Data Fusion_. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 11(12), 4939-4949.