ICCV 2025 Open Access Repository

3rd Workshop on Vision-based InduStrial InspectiON

Two-stage Text-Guided Diffusion Models for Disentangled Industrial Defect Generation: Jing Wei,

Qingfeng Shi,

Fei Shen,

Zhengtao Zhang; [pdf]
[bibtex]
@InProceedings{Wei_2025_ICCV, author = {Wei, Jing and Shi, Qingfeng and Shen, Fei and Zhang, Zhengtao}, title = {Two-stage Text-Guided Diffusion Models for Disentangled Industrial Defect Generation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {1376-1384} }
SynSpill: Improved Industrial Spill Detection With Synthetic Data: Aaditya Baranwal,

Abdul Mueez,

Jason Voelker,

Guneet Bhatia,

Shruti Vyas; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Baranwal_2025_ICCV, author = {Baranwal, Aaditya and Mueez, Abdul and Voelker, Jason and Bhatia, Guneet and Vyas, Shruti}, title = {SynSpill: Improved Industrial Spill Detection With Synthetic Data}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {1414-1423} }
Deep Learning-based Rail Surface Condition Evaluation: Shilin Hu,

Ke Ma,

Sagnik Das,

Dichang Zhang,

Dimitris Samaras; [pdf] [supp]
[bibtex]
@InProceedings{Hu_2025_ICCV, author = {Hu, Shilin and Ma, Ke and Das, Sagnik and Zhang, Dichang and Samaras, Dimitris}, title = {Deep Learning-based Rail Surface Condition Evaluation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {1366-1375} }
SupConWI-RL: wafer inspection with reinforcement learning enhanced by supervised contrastive learning: Aleksandr Dekhovich,

Oleg Soloviev; [pdf]
[bibtex]
@InProceedings{Dekhovich_2025_ICCV, author = {Dekhovich, Aleksandr and Soloviev, Oleg}, title = {SupConWI-RL: wafer inspection with reinforcement learning enhanced by supervised contrastive learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {1385-1394} }
RDDPM: Robust Denoising Diffusion Probabilistic Model for Unsupervised Anomaly Segmentation: Mehrdad Moradi,

Kamran Paynabar; [pdf] [arXiv]
[bibtex]
@InProceedings{Moradi_2025_ICCV, author = {Moradi, Mehrdad and Paynabar, Kamran}, title = {RDDPM: Robust Denoising Diffusion Probabilistic Model for Unsupervised Anomaly Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {1462-1471} }
WS2: Weakly Supervised Segmentation using Before-After Supervision in Waste Sorting: Andrea Marelli,

Alberto Foresti,

Leonardo Pesce,

Giacomo Boracchi,

Mario Grosso; [pdf] [supp]
[bibtex]
@InProceedings{Marelli_2025_ICCV, author = {Marelli, Andrea and Foresti, Alberto and Pesce, Leonardo and Boracchi, Giacomo and Grosso, Mario}, title = {WS2: Weakly Supervised Segmentation using Before-After Supervision in Waste Sorting}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {1404-1413} }
PCB-SAID: A Low-Cost Camera-Based Dataset for Few-Shot SMD Assembly Inspection: Raffaele Mineo,

Amelia Sorrenti,

Robin Faro,

Gabriele Mineo,

Francesco Cancelliere,

Alberto Faro; [pdf]
[bibtex]
@InProceedings{Mineo_2025_ICCV, author = {Mineo, Raffaele and Sorrenti, Amelia and Faro, Robin and Mineo, Gabriele and Cancelliere, Francesco and Faro, Alberto}, title = {PCB-SAID: A Low-Cost Camera-Based Dataset for Few-Shot SMD Assembly Inspection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {1351-1357} }
Towards Automated Assembly Quality Inspection with Synthetic Data and Domain Randomization: Xiaomeng Zhu,

Jacob Henningsson,

Duruo Li,

Pär Mårtensson,

Lars Hanson,

Mårten Björkman,

Atsuto Maki; [pdf]
[bibtex]
@InProceedings{Zhu_2025_ICCV, author = {Zhu, Xiaomeng and Henningsson, Jacob and Li, Duruo and M\r{a}rtensson, P\"ar and Hanson, Lars and Bj\"orkman, M\r{a}rten and Maki, Atsuto}, title = {Towards Automated Assembly Quality Inspection with Synthetic Data and Domain Randomization}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {1395-1403} }
InspectVLM: Unified in Theory, Unreliable in Practice: Conor Wallace,

Isaac Corley,

Jonathan Lwowski; [pdf] [arXiv]
[bibtex]
@InProceedings{Wallace_2025_ICCV, author = {Wallace, Conor and Corley, Isaac and Lwowski, Jonathan}, title = {InspectVLM: Unified in Theory, Unreliable in Practice}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {1424-1432} }
UniLEAD: A Unified and LightwEight model for Anomaly Detection: Shih-Chih Lin,

Shang-Hong Lai; [pdf]
[bibtex]
@InProceedings{Lin_2025_ICCV, author = {Lin, Shih-Chih and Lai, Shang-Hong}, title = {UniLEAD: A Unified and LightwEight model for Anomaly Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {1472-1480} }
Development and Implementation of a Digital Twin for Power Plants: Enhancing Maintenance and Operational Efficiency: Guneet Bhatia,

Nagarjun -,

Jason Voelker; [pdf]
[bibtex]
@InProceedings{Bhatia_2025_ICCV, author = {Bhatia, Guneet and -, Nagarjun and Voelker, Jason}, title = {Development and Implementation of a Digital Twin for Power Plants: Enhancing Maintenance and Operational Efficiency}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {1358-1365} }
iSafetyBench: A video-language benchmark for safety in industrial environment: Raiyaan Abdullah,

Yogesh Singh Rawat,

Shruti Vyas; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Abdullah_2025_ICCV, author = {Abdullah, Raiyaan and Rawat, Yogesh Singh and Vyas, Shruti}, title = {iSafetyBench: A video-language benchmark for safety in industrial environment}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {1433-1442} }
Robust Anomaly Detection in Industrial Environments via Meta-Learning: Muhammad Aqeel,

Shakiba Sharifi,

Marco Cristani,

Francesco Setti; [pdf] [arXiv]
[bibtex]
@InProceedings{Aqeel_2025_ICCV, author = {Aqeel, Muhammad and Sharifi, Shakiba and Cristani, Marco and Setti, Francesco}, title = {Robust Anomaly Detection in Industrial Environments via Meta-Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {1443-1451} }
A Contrastive Learning-Guided Confident Meta-learning for Zero Shot Anomaly Detection: Muhammad Aqeel,

Danijel Skočaj,

Marco Cristani,

Francesco Setti; [pdf]
[bibtex]
@InProceedings{Aqeel_2025_ICCV, author = {Aqeel, Muhammad and Sko\v{c}aj, Danijel and Cristani, Marco and Setti, Francesco}, title = {A Contrastive Learning-Guided Confident Meta-learning for Zero Shot Anomaly Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {1452-1461} }