Fire and Smoke Segmentation Using Active Learning Methods

This work proposes an active learning (AL) methodology to create models for the segmentation of fire and smoke in video images. With this model, a model learns in an incremental manner over several AL rounds. Initially, the model is trained in a given subset of samples, and in each AL round, the mod...

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Bibliographic Details
Main Authors: Tiago Marto, Alexandre Bernardino, Gonçalo Cruz
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Remote Sensing
Subjects:
Online Access:https://www.mdpi.com/2072-4292/15/17/4136