Synthetic data generation framework for quality control automation in gravure printing

arXiv · Korota Arsène Coulibaly · 2d ago · 1 min · 0 views

Signal strength 17/100

Quality control in printing, particularly in rotogravure printing, still depends on slow, costly, and subjective manual inspection. Automated surface defect detection is critical for maintaining high-quality standards in rotogravure printing. Deep learning…

PRISM indexes and ranks — it never republishes. The full piece lives with its author on arxiv.org.

Read on arxiv.org

#cs-cv #cs-ai #cs-lg #eess-iv #paper #ai

↳

Same wavelength

Stories the engine considers adjacent to this one.

Intelligence arXiv 2d ago

3D-Aware VLMs with Implicit and Explicit Geometries

Despite rapid progress, most existing vision-language models (VLMs) built from 2D visual inputs often struggle when handling various 3D tasks that require fine-grained spatial understanding and reasoning. To bridge this gap, we present VLM-IE3D, a unified…

1 min 0 views

Research arXiv 2d ago

GraphVid: Interactive Graph-Controllable Video Generation

Controllable video generation remains challenging due to the difficulty of specifying precise multi-object interactions using text prompts or motion-control inputs that primarily constrain pixel movement. In practice, trajectory-based control often requires…

1 min 0 views

Research arXiv 2d ago

Barzilai-Borwein Fails Superlinear Convergence on an Open Set of Quadratics for Every Dimension $n\geq 4$

Barzilai--Borwein (BB) method has shown strong practical performance in continuous optimization, yet its convergence dynamics remains poorly understood. In particular, a central unresolved question is whether BB converges superlinearly for almost every…

1 min 0 views

Research arXiv 2d ago

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity

Faithful explanations of time-series classifiers should identify subsequences that are not only sufficient to preserve a black-box model's prediction, but also necessary for maintaining it. However, existing sufficiency-oriented methods can assign high…

1 min 0 views