12 citations · 12 across the 3 of their papers we have counts for
3 papers
cs.CV2026
OpenMarcie: Dataset for Multimodal Action Recognition in Industrial Environments
Hymalai Bello, Lala Ray, Joanna Sorysz +2
Smart factories use advanced technologies to optimize production and increase efficiency. To this end, the recognition of worker activity allows for accurate quantification of perf…
cs.CV2024
SPACE: SPAtial-aware Consistency rEgularization for anomaly detection in Industrial applications
Daehwan Kim, Hyungmin Kim, Daun Jeong +2
In this paper, we propose SPACE, a novel anomaly detection methodology that integrates a Feature Encoder (FE) into the structure of the Student-Teacher method. The proposed method…
cs.CV2024★ 12 cited
ContextMix: A context-aware data augmentation method for industrial visual inspection systems
Hyungmin Kim, Donghun Kim, Pyunghwan Ahn +3
While deep neural networks have achieved remarkable performance, data augmentation has emerged as a crucial strategy to mitigate overfitting and enhance network performance. These…