Search Results for author: Ramin Ghaznavi-Youvalari

Found 2 papers, 0 papers with code

Image coding for machines: an end-to-end learned approach

no code implementations23 Aug 2021 Nam Le, Honglei Zhang, Francesco Cricri, Ramin Ghaznavi-Youvalari, Esa Rahtu

Over recent years, deep learning-based computer vision systems have been applied to images at an ever-increasing pace, oftentimes representing the only type of consumption for those images.

Instance Segmentation object-detection +2

Learned Image Coding for Machines: A Content-Adaptive Approach

no code implementations23 Aug 2021 Nam Le, Honglei Zhang, Francesco Cricri, Ramin Ghaznavi-Youvalari, Hamed Rezazadegan Tavakoli, Esa Rahtu

One possible solution approach consists of adapting current human-targeted image and video coding standards to the use case of machine consumption.

Data Compression Image Compression

Cannot find the paper you are looking for? You can Submit a new open access paper.