Image Processing and Learning Laboratory (IPLLab)
The IPL Lab develops state-of-the-art deep learning models for computer vision, including image analysis, compression and inverse problems in imaging, and studies secure sensing and processing of information. Activities in the space sector include satellite imaging, artificial intelligence onboard satellites, compression of hyperspectral images.
Keywords: Computer Vision, Image Processing, Satellite Imaging, Deep Learning, Secure Sensing and Processing
Contact e-mail: det.ipllab@polito.it
Position: Polito Maps
Research topics:
- Deep learning for image analysis (classification, segmentation, object detection, ...)
- Deep learning for inverse problems and image restoration
- Deep learning for embedded systems, including onboard satellite imaging (Earth observation and deep space)
- Self-supervised and representation learning
- Secure sensing and processing
- Data and image compression
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