30 citations · 32 across the 4 of their papers we have counts for
3 papers · 1 filter
SemifreddoNets: Partially Frozen Neural Networks for Efficient Computer Vision Systems
Leo F Isikdogan, Bhavin V Nayak, Chyuan-Tyng Wu +3
We propose a system comprised of fixed-topology neural networks having partially frozen weights, named SemifreddoNets. SemifreddoNets work as fully-pipelined hardware blocks that a…
Eye Contact Correction using Deep Neural Networks
Leo F. Isikdogan, Timo Gerasimow, Gilad Michael
In a typical video conferencing setup, it is hard to maintain eye contact during a call since it requires looking into the camera rather than the display. We propose an eye contact…
Automatic ISP image quality tuning using non-linear optimization
Jun Nishimura, Timo Gerasimow, Sushma Rao +3
Image Signal Processor (ISP) comprises of various blocks to reconstruct image sensor raw data to final image consumed by human visual system or computer vision applications. Each b…