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Examining the Source of Defects from a Mechanical Perspective for 3D Anomaly Detection
9 May 2025
Hanzhe Liang
Aoran Wang
Jie Zhou
Xin Jin
C. Gao
Jinbao Wang
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Papers citing
"Examining the Source of Defects from a Mechanical Perspective for 3D Anomaly Detection"
45 / 45 papers shown
Title
PointAD+: Learning Hierarchical Representations for Zero-shot 3D Anomaly Detection
Qihang Zhou
Shibo He
Jiangtao Yan
Wenchao Meng
Jiming Chen
3DPC
168
0
0
03 Sep 2025
Mentor3AD: Feature Reconstruction-based 3D Anomaly Detection via Multi-modality Mentor Learning
Jinbao Wang
Hanzhe Liang
C. Gao
Chenxi Hu
Jie Zhou
Yunkang Cao
Linlin Shen
Weiming Shen
168
0
0
27 May 2025
Boosting Global-Local Feature Matching via Anomaly Synthesis for Multi-Class Point Cloud Anomaly Detection
IEEE Transactions on Automation Science and Engineering (T-ASE), 2025
Yuqi Cheng
Yunkang Cao
Dongfang Wang
Nong Sang
Wenlong Li
204
10
0
12 May 2025
3D-PNAS: 3D Industrial Surface Anomaly Synthesis with Perlin Noise
Yifeng Cheng
Juan Du
270
1
0
17 Apr 2025
Robust Distribution Alignment for Industrial Anomaly Detection under Distribution Shift
Jingyi Liao
Xun Xu
Yongyi Su
Rong-Cheng Tu
Wenshu Fan
Dacheng Tao
Xulei Yang
OOD
286
2
0
19 Mar 2025
Reconstruct Anything Model: a lightweight foundation model for computational imaging
Matthieu Terris
Samuel Hurault
Maxime Song
Julian Tachella
MedIm
DiffM
388
6
0
11 Mar 2025
A 3D Multimodal Feature for Infrastructure Anomaly Detection
Automation in Construction (AC), 2025
Yixiong Jing
Wei Lin
Brian Sheil
Sinan Acikgoz
355
2
0
09 Feb 2025
Look Inside for More: Internal Spatial Modality Perception for 3D Anomaly Detection
AAAI Conference on Artificial Intelligence (AAAI), 2024
Hanzhe Liang
Guoyang Xie
Chengbin Hou
Bingshu Wang
Can Gao
Jinbao Wang
3DPC
381
17
0
18 Dec 2024
PO3AD: Predicting Point Offsets toward Better 3D Point Cloud Anomaly Detection
Computer Vision and Pattern Recognition (CVPR), 2024
Jianan Ye
Weiguang Zhao
Xi Yang
Guangliang Cheng
K. Huang
3DPC
269
16
0
17 Dec 2024
Towards Zero-shot 3D Anomaly Localization
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Yizhou Wang
Kuan-Chuan Peng
Y. Fu
316
8
0
05 Dec 2024
SplatPose+: Real-time Image-Based Pose-Agnostic 3D Anomaly Detection
Yizhe Liu
Yan Song Hu
Yuhao Chen
John S. Zelek
220
6
0
15 Oct 2024
PointAD: Comprehending 3D Anomalies from Points and Pixels for Zero-shot 3D Anomaly Detection
Neural Information Processing Systems (NeurIPS), 2024
Qihang Zhou
Jiangtao Yan
Shibo He
Wenchao Meng
Jiming Chen
3DPC
440
18
0
01 Oct 2024
Towards Zero-shot Point Cloud Anomaly Detection: A Multi-View Projection Framework
Yuqi Cheng
Yunkang Cao
Guoyang Xie
Zhichao Lu
Nong Sang
3DPC
190
11
0
20 Sep 2024
Towards High-resolution 3D Anomaly Detection via Group-Level Feature Contrastive Learning
ACM Multimedia (MM), 2024
Hongze Zhu
Guoyang Xie
Chengbin Hou
Tao Dai
Can Gao
Jinbao Wang
Linlin Shen
3DPC
180
23
0
08 Aug 2024
AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection
Yunkang Cao
Jiangning Zhang
Luca Frittoli
Yuqi Cheng
Nong Sang
Giacomo Boracchi
VLM
220
119
0
22 Jul 2024
R3D-AD: Reconstruction via Diffusion for 3D Anomaly Detection
Zheyuan Zhou
Le Wang
N. Fang
Zili Wang
Le-miao Qiu
Shuyou Zhang
155
32
0
15 Jul 2024
Looking 3D: Anomaly Detection with 2D-3D Alignment
A. Bhunia
Changjian Li
Hakan Bilen
192
8
0
27 Jun 2024
SplatPose & Detect: Pose-Agnostic 3D Anomaly Detection
Mathis Kruse
Marco Rudolph
Dominik Woiwode
Bodo Rosenhahn
3DGS
207
20
0
10 Apr 2024
Towards Scalable 3D Anomaly Detection and Localization: A Benchmark via 3D Anomaly Synthesis and A Self-Supervised Learning Network
Computer Vision and Pattern Recognition (CVPR), 2023
Wenqiao Li
Xiaohao Xu
Yao Gu
Bozhong Zheng
Shenghua Gao
Yingna Wu
3DPC
274
45
0
25 Nov 2023
Towards Generic Anomaly Detection and Understanding: Large-scale Visual-linguistic Model (GPT-4V) Takes the Lead
Yunkang Cao
Xiaohao Xu
Chen Sun
Xiaonan Huang
Nong Sang
VLM
MLLM
255
52
0
05 Nov 2023
Real3D-AD: A Dataset of Point Cloud Anomaly Detection
Neural Information Processing Systems (NeurIPS), 2023
Jiaqi Liu
Guoyang Xie
Rui Chen
Xinpeng Li
Jinbao Wang
Yong-Jin Liu
Chengjie Wang
Feng Zheng
305
80
0
23 Sep 2023
EfficientAD: Accurate Visual Anomaly Detection at Millisecond-Level Latencies
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Kilian Batzner
Lars Heckler
Rebecca König
275
244
0
25 Mar 2023
Complementary Pseudo Multimodal Feature for Point Cloud Anomaly Detection
Pattern Recognition (Pattern Recogn.), 2023
Yunkang Cao
Xiaohao Xu
Nong Sang
3DPC
265
83
0
23 Mar 2023
Multimodal Industrial Anomaly Detection via Hybrid Fusion
Computer Vision and Pattern Recognition (CVPR), 2023
Yue Wang
Jinlong Peng
Jiangning Zhang
Ran Yi
Yabiao Wang
Chengjie Wang
3DPC
247
156
0
01 Mar 2023
IM-IAD: Industrial Image Anomaly Detection Benchmark in Manufacturing
IEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2023
Guoyang Xie
Jinbao Wang
Jiaqi Liu
Jiayi Lyu
Wenshu Fan
Chengjie Wang
Feng Zheng
Yaochu Jin
VLM
297
99
0
31 Jan 2023
Deep Industrial Image Anomaly Detection: A Survey
Machine Intelligence Research (MIR), 2023
Jiaqi Liu
Guoyang Xie
Jingbao Wang
Shangwen Li
Chengjie Wang
Feng Zheng
Yaochu Jin
294
294
0
27 Jan 2023
Deep learning applied to computational mechanics: A comprehensive review, state of the art, and the classics
L. Vu-Quoc
A. Humer
PINN
AI4CE
157
23
0
18 Dec 2022
Deep Learning for Unsupervised Anomaly Localization in Industrial Images: A Survey
IEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2022
Xian Tao
Xinyi Gong
X. Zhang
Shaohua Yan
Chandranath Adak
UQCV
203
202
0
21 Jul 2022
Masked Autoencoders for Point Cloud Self-supervised Learning
European Conference on Computer Vision (ECCV), 2022
Yatian Pang
Wenxiao Wang
Francis E. H. Tay
Wen Liu
Yonghong Tian
Liuliang Yuan
3DPC
ViT
257
610
0
13 Mar 2022
Back to the Feature: Classical 3D Features are (Almost) All You Need for 3D Anomaly Detection
Eliahu Horwitz
Yedid Hoshen
370
96
0
10 Mar 2022
Omni-frequency Channel-selection Representations for Unsupervised Anomaly Detection
IEEE Transactions on Image Processing (IEEE TIP), 2022
Yufei Liang
Jiangning Zhang
Shiwei Zhao
Ru-Chwen Wu
Yong-Jin Liu
Shuwen Pan
323
171
0
01 Mar 2022
The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization
Paul Bergmann
Xin Jin
David Sattlegger
C. Steger
247
204
0
16 Dec 2021
Point-BERT: Pre-training 3D Point Cloud Transformers with Masked Point Modeling
Xumin Yu
Lulu Tang
Yongming Rao
Tiejun Huang
Jie Zhou
Jiwen Lu
3DPC
424
899
0
29 Nov 2021
AnoSeg: Anomaly Segmentation Network Using Self-Supervised Learning
J. Song
Kyeongbo Kong
Ye In Park
Seonggyun Kim
Suk-Ju Kang
159
61
0
07 Oct 2021
Fully Convolutional Cross-Scale-Flows for Image-based Defect Detection
Marco Rudolph
Tom Wehrbein
Bodo Rosenhahn
Bastian Wandt
UQCV
206
274
0
06 Oct 2021
Towards Total Recall in Industrial Anomaly Detection
Karsten Roth
Latha Pemula
J. Zepeda
Bernhard Schölkopf
Thomas Brox
Peter V. Gehler
UQCV
224
1,265
0
15 Jun 2021
Point Transformer
IEEE Access (IEEE Access), 2020
Nico Engel
Vasileios Belagiannis
Klaus C. J. Dietmayer
3DPC
848
2,536
0
02 Nov 2020
Sub-Image Anomaly Detection with Deep Pyramid Correspondences
Niv Cohen
Yedid Hoshen
295
576
0
05 May 2020
Uninformed Students: Student-Teacher Anomaly Detection with Discriminative Latent Embeddings
Computer Vision and Pattern Recognition (CVPR), 2019
Paul Bergmann
Michael Fauser
David Sattlegger
C. Steger
382
822
0
06 Nov 2019
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks
Chris Choy
JunYoung Gwak
Silvio Savarese
3DPC
1.1K
2,094
0
18 Apr 2019
Dynamic Graph CNN for Learning on Point Clouds
Yue Wang
Yongbin Sun
Ziwei Liu
Sanjay E. Sarma
M. Bronstein
Justin Solomon
GNN
3DPC
817
6,862
0
24 Jan 2018
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
Neural Information Processing Systems (NeurIPS), 2017
C. Qi
L. Yi
Hao Su
Leonidas Guibas
3DPC
3DV
759
12,831
0
07 Jun 2017
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
C. Qi
Hao Su
Kaichun Mo
Leonidas Guibas
3DH
3DPC
3DV
PINN
1.1K
16,250
0
02 Dec 2016
SGDR: Stochastic Gradient Descent with Warm Restarts
I. Loshchilov
Katharina Eggensperger
ODL
920
9,458
0
13 Aug 2016
Deep Residual Learning for Image Recognition
Kaiming He
Xinming Zhang
Shaoqing Ren
Jian Sun
MedIm
3.6K
215,283
0
10 Dec 2015
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