Deep learning for image analysis

The activity involves training of deep neural networks for several image analysis tasks.

Our expertise is specifically in the areas of image classification and image segmentation, including applications to satellite images. We have developed neural network architectures for various image analysis problems, including models that perform image analysis at high spatial resolution by fusing the information from multiple images.

We have developed several multi-modal image analysis models that combine data acquired in different modalities (image/radar, image/image, image/point cloud) to obtain the best possible accuracy.

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ERC Sector:

  • PE7_7 Signal processing

Keywords:

  • Artificial neural networks
  • Image processing
  • Deep learning

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