Professor Pier Luigi Dragotti

News

I am looking for talented students willing to do a PhD in the area of signal processing and data analysis

• Deep Dictionary Learning Approaches for Image Super-Resolution Cambridge University, March 2020
  
• Timing is everything: Sparse Sampling based on Time-Encoding Machines, plenary at SPARS conference, July 2019
  
• Deep Dictionary Learning Approaches for Image Super-Resolution Mathematics of Data, Alan Turing Institute, May 2019
  
• Signal Processing Methods for Cell Localization and Activity Detection from Calcium Imaging Data, Imaging and Applied Optics Congress, Orlando, June 2017                     
  

• Sensing the real world: Sparse Sampling meets Strang-Fix and Baron de Prony, Gottingen University, 16 December 2016.
  

• X.Deng and P.L. Dragotti, Deep Convolutional Neural Network for Multi-modal Image Restoration and Fusion, IEEE Transactions on Pattern Analysis and Machine Intelligence, accepted, April 2020.
• R. Alexandru and P.L. Dragotti,Reconstructing classes of non-bandlimited signals from time encoded information, IEEE Transactions on Signal Processing, pp. 747-763, vol. 68, year 2020
  
• X. Deng, Ren Yang, Mai Xu and P.L. Dragotti, Wavelet Domain Style Transfer for an Effective Perception-Distortion Tradeoff in Single Image Super-Resolution, ICCV 2019, Seoul, Korea, November 2019, video
• Deng and P.L. Dragotti, Deep Coupled ISTA Network for Multi-modal Image Super-Resolution, IEEE Transactions on Image Processing, pp 1683-1698, vol.29, Year 2020. Software code
  
• S.Reynolds et al. ABLE: An Activity-Based Level Set Segmentation Algorithm for Two-Photon Calcium Imaging Data, eNeuro, October 2017 (Code available here)

• Wavelet-domain style transfer for Single-Image Super-Resolutio
• Photo-Realistic Image Completion
• ABLE algorithm in action
• Estimation of diffusion sources using sensor networks
• Light-Field Interpolation
• Super-resolution of the moon

• ERC Facebook page
• An article from Le Temps, Geneva
• Video from NewScientist.
• Technologies produced in collaboration with EPFL are bought by Qualcomm Incorporated.
• Wavelet Footprints on IEEE Spectrum