no code implementations • 29 Oct 2021 • Kaitai Zhang, Bin Wang, C. -C. Jay Kuo
PEDENet contains a patch embedding (PE) network, a density estimation (DE) network, and an auxiliary network called the location prediction (LP) network.
Ranked #71 on Anomaly Detection on MVTec AD
no code implementations • 19 Oct 2021 • Hong-Shuo Chen, Kaitai Zhang, Shuowen Hu, Suya You, C. -C. Jay Kuo
A robust fake satellite image detection method, called Geo-DefakeHop, is proposed in this work.
no code implementations • 8 Jul 2021 • Xuejing Lei, Ganning Zhao, Kaitai Zhang, C. -C. Jay Kuo
Finally, texture patches are stitched to form texture images of a large size.
1 code implementation • 8 May 2021 • Kaitai Zhang, Bin Wang, Wei Wang, Fahad Sohrab, Moncef Gabbouj, C. -C. Jay Kuo
An image anomaly localization method based on the successive subspace learning (SSL) framework, called AnomalyHop, is proposed in this work.
no code implementations • 13 Apr 2021 • Kaitai Zhang, Bin Wang, Hong-Shuo Chen, Ye Wang, Shiyu Mou, C. -C. Jay Kuo
The main challenge of dynamic texture synthesis lies in how to maintain spatial and temporal consistency in synthesized videos.
no code implementations • 19 Dec 2018 • Ye Wang, Jongmoo Choi, Yueru Chen, Siyang Li, Qin Huang, Kaitai Zhang, Ming-Sui Lee, C. -C. Jay Kuo
Unsupervised video object segmentation is a crucial application in video analysis without knowing any prior information about the objects.