VISION Datasets: A Benchmark for Vision-based InduStrial InspectiON

VISION Datasets: A Benchmark for Vision-based InduStrial InspectiON

13 June 2023

Tatiana Likhomanenko

Ping-Chia Huang

Papers citing "VISION Datasets: A Benchmark for Vision-based InduStrial InspectiON"

16 / 16 papers shown

Title
Breaking Language Barriers in Visual Language Models via Multilingual Textual Regularization Iñigo Pikabea Iñaki Lacunza Oriol Pareras Carlos Escolano Aitor Gonzalez-Agirre Javier Hernando Marta Villegas VLM 52 0 0 28 Mar 2025
EIAD: Explainable Industrial Anomaly Detection Via Multi-Modal Large Language Models Zongyun Zhang Jiacheng Ruan Xian Gao Ting Liu Yuzhuo Fu 70 2 0 18 Mar 2025
FedDyMem: Efficient Federated Learning with Dynamic Memory and Memory-Reduce for Unsupervised Image Anomaly Detection Silin Chen Kangjian Di Yichu Xu Han-Jia Ye Wenhan Luo Ningmu Zou FedML 45 0 0 28 Feb 2025
VarAD: Lightweight High-Resolution Image Anomaly Detection via Visual Autoregressive Modeling Yunkang Cao Haiming Yao Wei Luo Nong Sang 43 3 0 23 Dec 2024
Synth4Seg -- Learning Defect Data Synthesis for Defect Segmentation using Bi-level Optimization Shancong Mou Raviteja Vemulapalli Shiyu Li Yuxuan Liu C Thomas ... Haoping Bai Oncel Tuzel Ping-Chia Huang Jiulong Shan Jianjun Shi 34 0 0 24 Oct 2024
VMAD: Visual-enhanced Multimodal Large Language Model for Zero-Shot Anomaly Detection Huilin Deng Hongchen Luo Wei Zhai Yang Cao Yu Kang 37 1 0 30 Sep 2024
Find the Assembly Mistakes: Error Segmentation for Industrial Applications Dan Lehman Tim J. Schoonbeek Shao-Hsuan Hung Jacek Kustra Peter H. N. de With Fons van der Sommen UQCV 33 0 0 23 Aug 2024
Small Object Few-shot Segmentation for Vision-based Industrial Inspection Zilong Zhang Chang Niu Yi Lin Jingchi Jiang Xuefeng Chen 36 1 0 31 Jul 2024
Industrial Language-Image Dataset (ILID): Adapting Vision Foundation Models for Industrial Settings Keno Moenck Duc Trung Thieu Julian Koch Thorsten Schuppstuhl VLM 27 0 0 14 Jun 2024
GLAD: Towards Better Reconstruction with Global and Local Adaptive Diffusion Models for Unsupervised Anomaly Detection Hang Yao Ming-Yu Liu Haolin Wang Zhicun Yin Zifei Yan Xiaopeng Hong W. Zuo 45 15 0 11 Jun 2024
Attention Fusion Reverse Distillation for Multi-Lighting Image Anomaly Detection Yiheng Zhang Yunkang Cao Tianhang Zhang Nong Sang 21 1 0 07 Jun 2024
Leveraging Foundation Model Automatic Data Augmentation Strategies and Skeletal Points for Hands Action Recognition in Industrial Assembly Lines Liang Wu X.-G. Ma 40 1 0 14 Mar 2024
Defect Spectrum: A Granular Look of Large-Scale Defect Datasets with Rich Semantics Shuai Yang Zhifei Chen Pengguang Chen Xi Fang Yixun Liang Shu Liu Ying-Cong Chen 30 10 0 26 Oct 2023
Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions Juncheng Li Kaihang Pan Zhiqi Ge Minghe Gao Wei Ji Wenqiao Zhang Tat-Seng Chua Siliang Tang Hanwang Zhang Yueting Zhuang MLLM 35 68 0 08 Aug 2023
The Second-place Solution for CVPR VISION 23 Challenge Track 1 -- Data Effificient Defect Detection Xian Tao Zhen Qu Hengliang Luo Jianwen Han Yonghao He Dan Liu Chengkan Lv Fei Shen Zhengtao Zhang 15 0 0 25 Jun 2023
VT-ADL: A Vision Transformer Network for Image Anomaly Detection and Localization P. Mishra Riccardo Verk Daniele Fornasier C. Piciarelli G. Foresti ViT 80 287 0 20 Apr 2021