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#machine-vision News & Analysis

2 articles tagged with #machine-vision. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AINeutralarXiv – CS AI · 7h ago6/10
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Data Collection for Training Quality-Control AI in Carpet Manufacturing

Researchers present a machine-vision system design for real-time carpet quality control that combines automated defect detection with systematic data collection for training AI models. The proposal, grounded in an actual Six Sigma manufacturing project, addresses production bottlenecks by moving beyond slow manual inspection to progressively improve defect detection through a staged machine-learning approach.

AINeutralarXiv – CS AI · 7h ago6/10
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A Survey of 3D Reconstruction with Event Cameras

A comprehensive survey reviews 3D reconstruction techniques using event cameras, which capture asynchronous per-pixel brightness changes rather than traditional frames. The research categorizes methods across stereo, monocular, and multimodal systems using geometry-based, deep learning, and neural rendering approaches, identifying key challenges in datasets, evaluation standards, and dynamic scene handling.