Browsing by Author "Pad, Pedram"

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    • Efficient Neural Vision Systems Based on Convolutional Image Acquisition 

      Pad, Pedram; Narduzzi, Simon; Kündig, Clément; Türetken, Engin; Bigdeli, Siavash A.; Dunbar, L. Andrea (2020-06-14)
      Despite the substantial progress made in deep learning in recent years, advanced approaches remain computationally intensive. The trade-off between accuracy and computation time and energy limits their use in real-time ...

    • Privacy-Preserving Image Acquisition for Neural Vision Systems 

      Sepehri, Yamin; Pad, Pedram; Kündig, Clément; Frossard, Pascal; Dunbar, L. Andrea (2022-09-15)
      Preserving privacy is a growing concern in our society where cameras are ubiquitous. In this work, we propose a trainable image acquisition method that removes the sensitive information in the optical domain before it ...