Domain generalized recaptured screen image identification using SWIN transformer
Sign Up to like & getrecommendations! 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
Sign Up to like & getrecommendations! 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
Domain-Generalized Robotic Picking via Contrastive Learning-Based 6-D Pose Estimation
Sign Up to like & getrecommendations! 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