3 papers
eess.IV2026
DeDelayed: Deleting Remote Inference Delay via On-Device Correction
Dan Jacobellis, Mateen Ulhaq, Fabien Racapé +2
Video comprises the vast majority of bits that are generated daily, and is the primary signal driving current innovations in robotics, remote sensing, and wearable technology. Yet,…
eess.IV2026
Wrapper-Aware Rate-Distortion Optimization in Feature Coding for Machines
Samuel Fernández-Menduiña, Hyomin Choi, Fabien Racapé +2
Feature coding for machines (FCM) is a lossy compression paradigm for split-inference. The transmitter encodes the outputs of the first part of a neural network before sending them…
cs.CV2025
CompressAI-Vision: Open-source software to evaluate compression methods for computer vision tasks
Hyomin Choi, Heeji Han, Chris Rosewarne +1
With the increasing use of neural network (NN)-based computer vision applications that process image and video data as input, interest has emerged in video compression technology o…