Articles with "domain generalized" as a keyword



Domain generalized recaptured screen image identification using SWIN transformer

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Published in 2024 at "Signal, Image and Video Processing"

DOI: 10.1007/s11760-025-04314-1

Abstract: An increasing number of classification approaches have been developed to address the issue of image rebroadcast and recapturing, a standard attack strategy in insurance frauds, face spoofing, and video piracy. However, most of them neglected… read more here.

Keywords: transformer domain; swin transformer; image; domain generalized ... See more keywords

DGCDN: Robust Acoustic Fault Diagnosis via Domain-Generalized Causal Disentanglement

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Published in 2025 at "Measurement Science and Technology"

DOI: 10.1088/1361-6501/ae252d

Abstract: Reliable industrial fault diagnosis depends on the robust interpretation of sensor measurements, which are often degraded by unseen operating conditions. Acoustic sensing, a flexible and non-contact modality, is highly desirable for this purpose; however, its… read more here.

Keywords: disentanglement; dgcdn; fault diagnosis; domain generalized ... See more keywords
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Domain-Generalized Robotic Picking via Contrastive Learning-Based 6-D Pose Estimation

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Published in 2024 at "IEEE Transactions on Industrial Informatics"

DOI: 10.1109/tii.2024.3366248

Abstract: Vision-guided robotic picking in 3-D space is a key technology for industrial automation and intelligent manufacturing. However, existing methods rely on labeled real-world data for learning, significantly limiting their ability to generalize to novel objects… read more here.

Keywords: robotic picking; generalized robotic; pose estimation; contrastive learning ... See more keywords