Yuansheng Xu

2 accepted papers

2023

SimpleNet: A Simple Network for Image Anomaly Detection and Localization

Zhikang Liu, Yiming Zhou, Yuansheng Xu, Zilei Wang

CVPR 2023poster

We propose a simple and application-friendly network (called SimpleNet) for detecting and localizing anomalies. SimpleNet consists of four components: (1) a pre-trained Feature Extractor that generates local features, (2) a shallow Feature Adapter that transfers local features towards target domain,…

Cited by 355 Source ↗PDF ↗code ↗Scholar ↗

2017

Face Album: Towards automatic photo management based on person identity on mobile phones

Yuansheng Xu, Fangyue Peng, Yu Yuan, Yizhou Wang

ICASSP 2017accepted

We implement a new photo management system `Face Album' on mobile phones, which organizes photos by person identity, as is shown in Fig. 1. We automatically group faces into clusters to release user workload. Our system is composed of two pools: a certain pool with reliable clusters consisting of fa…

Cited by 0 Source ↗Scholar ↗