3 papers
cs.CV2024
A Hierarchically Feature Reconstructed Autoencoder for Unsupervised Anomaly Detection
Honghui Chen, Pingping Chen, Huan Mao +1
Anomaly detection and localization without any manual annotations and prior knowledge is a challenging task under the setting of unsupervised learning. The existing works achieve e…
cs.CV2023
Multiresolution Feature Guidance Based Transformer for Anomaly Detection
Shuting Yan, Pingping Chen, Honghui Chen +3
Anomaly detection is represented as an unsupervised learning to identify deviated images from normal images. In general, there are two main challenges of anomaly detection tasks, i…
cs.CV2023
SCTracker: Multi-object tracking with shape and confidence constraints
Huan Mao, Yulin Chen, Zongtan Li +2
Detection-based tracking is one of the main methods of multi-object tracking. It can obtain good tracking results when using excellent detectors but it may associate wrong targets…