Search Results for author: Ali Saffari

Found 2 papers, 2 papers with code

NeuriCam: Key-Frame Video Super-Resolution and Colorization for IoT Cameras

1 code implementation • 25 Jul 2022 • Bandhav Veluri, Collin Pernu, Ali Saffari, Joshua Smith, Michael Taylor, Shyamnath Gollakota

Our idea is to design a dual-mode camera system where the first mode is low-power (1. 1 mW) but only outputs grey-scale, low resolution, and noisy video and the second mode consumes much higher power (100 mW) but outputs color and higher resolution images.

Ranked #1 on Key-Frame-based Video Super-Resolution (K = 15) on UDM10 - 4x upscaling

Colorization Key-Frame-based Video Super-Resolution (K = 15) +1

Paper
Code

Few shot clustering for indoor occupancy detection with extremely low-quality images from battery free cameras

1 code implementation • 13 Aug 2020 • Homagni Saha, Sin Yon Tan, Ali Saffari, Mohamad Katanbaf, Joshua R. Smith, Soumik Sarkar

We propose a combined few shot learning and clustering algorithm to address this challenge that has very low commissioning and maintenance cost.

Clustering Few-Shot Learning +1

Paper
Code

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