Un-Gaze: A Unified Transformer for Joint Gaze-Location and Gaze-Object Detection

This paper proposes an efficient and effective method for joint gaze location detection (GL-D) and gaze object detection (GO-D), i.e., gaze following detection. Current approaches frame GL-D and GO-D as two separate tasks, employing a multi-stage framework where human head crops must first be detect...

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Bibliographic Details
Published in:IEEE transactions on circuits and systems for video technology 2024-05, Vol.34 (5), p.3271-3285
Main Authors: Tu, Danyang, Shen, Wei, Sun, Wei, Min, Xiongkuo, Zhai, Guangtao, Chen, Changwen
Format: Article
Language:English
Subjects:
Decoding
Detection algorithms
Feature extraction
Gaze tracking
gaze-location detection
gaze-object detection
Head movement
Human gaze following detection
Magnetic heads
Object recognition
Salience
Semantics
Task analysis
Transformers
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