SAMatch: training-free object detection for HMI screens

SAMatch: training-free object detection for HMI screens

Abstract Recognising objects within graphical user interface (GUI) images presents unexpected challenges, particularly in cases of diverse objects and limited labelled data. In this paper, we enumerate the unique characteristics of GUI images from human-machine interface (HMI) screens and investigat...

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Bibliographic Details
Main Authors: Kiruthika Kannan, Vijay Jaisankar, Akhil Pillai, Rakesh Tripathi
Format: Article
Language:English
Published: Springer 2025-06-01
Series:Discover Data
Subjects:
Object detection
Matching
Graphical user interface (GUI)
Human machine interface
Online Access:https://doi.org/10.1007/s44248-025-00038-2
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