33 citations · 45 across the 13 of their papers we have counts for
4 papers · 1 filter
Compressive Feature Selection for Remote Visual Multi-Task Inference
Saeed Ranjbar Alvar, Ivan V. Bajić
Deep models produce a number of features in each internal layer. A key problem in applications such as feature compression for remote inference is determining how important each fe…
Joint Image Compression and Denoising via Latent-Space Scalability
Saeed Ranjbar Alvar, Mateen Ulhaq, Hyomin Choi +1
When it comes to image compression in digital cameras, denoising is traditionally performed prior to compression. However, there are applications where image noise may be necessary…
Practical Noise Simulation for RGB Images
Saeed Ranjbar Alvar, Ivan V. Bajić
This document describes a noise generator that simulates realistic noise found in smartphone cameras. The generator simulates Poissonian-Gaussian noise whose parameters have been e…
Pareto-Optimal Bit Allocation for Collaborative Intelligence
Saeed Ranjbar Alvar, Ivan V. Bajić
In recent studies, collaborative intelligence (CI) has emerged as a promising framework for deployment of Artificial Intelligence (AI)-based services on mobile/edge devices. In CI,…