activity
20222024
most citedSoftPatch: Unsupervised Anomaly Detection with Noisy Data

36 citations · 37 across the 5 of their papers we have counts for

collaborators

5 papers

cs.CV202436 cited

SoftPatch: Unsupervised Anomaly Detection with Noisy Data

Xi Jiang, Ying Chen, Qiang Nie +6

Although mainstream unsupervised anomaly detection (AD) algorithms perform well in academic datasets, their performance is limited in practical application due to the ideal experim…

cs.CV2024

Toward Multi-class Anomaly Detection: Exploring Class-aware Unified Model against Inter-class Interference

Xi Jiang, Ying Chen, Qiang Nie +4

In the context of high usability in single-class anomaly detection models, recent academic research has become concerned about the more complex multi-class anomaly detection. Altho…

cs.CV2023

FusionDepth: Complement Self-Supervised Monocular Depth Estimation with Cost Volume

Zhuofei Huang, Jianlin Liu, Shang Xu +2

Multi-view stereo depth estimation based on cost volume usually works better than self-supervised monocular depth estimation except for moving objects and low-textured surfaces. So…

cs.CV20231 cited

NeRF-Loc: Visual Localization with Conditional Neural Radiance Field

Jianlin Liu, Qiang Nie, Yong Liu +1

We propose a novel visual re-localization method based on direct matching between the implicit 3D descriptors and the 2D image with transformer. A conditional neural radiance field…

cs.CV2022

Scatter Points in Space: 3D Detection from Multi-view Monocular Images

Jianlin Liu, Zhuofei Huang, Dihe Huang +3

3D object detection from monocular image(s) is a challenging and long-standing problem of computer vision. To combine information from different perspectives without troublesome 2D…