1 code implementation • 4 Mar 2024 • Xinyue Li, Aous Naman, David Taubman
The proposed approach involves two steps, a high-to-low step followed by a low-to-high step.
no code implementations • 29 Feb 2024 • Xinyue Li, Aous Naman, David Taubman
Moreover, we demonstrate that employing more learned lifting steps and more layers in each learned lifting operator do not contribute strongly to the compression performance.
no code implementations • 28 Aug 2022 • Priyabrata Karmakar, Manzur Murshed, Manoranjan Paul, David Taubman
Specifically, we have constructed motion-compensated current frame using the cuboidal partitioning information of the anchor frame in a group-of-picture (GOP).
no code implementations • 2 Feb 2021 • Ashek Ahmmed, Manoranjan Paul, Manzur Murshed, David Taubman
This is because video coding targets human perception, while feature coding aims for machine vision tasks.
no code implementations • 2 Sep 2020 • Sean I. Young, Wang Zhe, David Taubman, Bernd Girod
In this paper, we compress convolutional neural network (CNN) weights post-training via transform quantization.