Strategies to alleviate flickering: Bayesian and smoothing methods for deep learning classification in video

Purpose – Increasing reliance on autonomous systems requires confidence in the accuracies produced from computer vision classification algorithms. Computer vision (CV) for video classification provides phenomenal abilities, but it often suffers from “flickering” of results. Flickering occurs when th...

Full description

Saved in:
Bibliographic Details
Main Authors: Noah Miller, Glen Ryan Drumm, Lance Champagne, Bruce Cox, Trevor Bihl
Format: Article
Language:English
Published: Emerald Publishing 2024-12-01
Series:Journal of Defense Analytics and Logistics
Subjects:
Online Access:https://www.emerald.com/insight/content/doi/10.1108/JDAL-09-2023-0010/full/pdf
Tags: Add Tag
No Tags, Be the first to tag this record!