Home ›
Entities
› academia
› A novel automatic classification approach for micro-flaws on the large-aperture optics surface based on multi-light source fusion and integrated deep learning architecture
A novel automatic classification approach for micro-flaws on the large-aperture optics surface based on multi-light source fusion and integrated deep learning architecture
Research article (Journal of Intelligent Manufacturing, 2022) · cited 15× · AI/ML
A novel automatic classification approach for micro-flaws on the large-aperture optics surface based on multi-light source fusion and integrated deep learning architecture
Summary
A novel automatic classification approach for micro-flaws on the large-aperture optics surface based on multi-light source fusion and integrated deep learning architecture is a scholarly article[1].
Key Facts
A novel automatic classification approach for micro-flaws on the large-aperture optics surface based on multi-light source fusion and integrated deep learning architecture's instance of is recorded as scholarly article[2].
References
Programmatic citations — every numbered marker resolves to a verifiable graph row below.
Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.
APA4ort.xyz Knowledge Graph. (2026). A novel automatic classification approach for micro-flaws on the large-aperture optics surface based on multi-light source fusion and integrated deep learning architecture. Retrieved May 24, 2026, from https://4ort.xyz/entity/a-novel-automatic-classification-approach-for-micro-flaws-on-the-large-aperture-optics-surface-based-on-multi-light-sour
MLA“A novel automatic classification approach for micro-flaws on the large-aperture optics surface based on multi-light source fusion and integrated deep learning architecture.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/a-novel-automatic-classification-approach-for-micro-flaws-on-the-large-aperture-optics-surface-based-on-multi-light-sour.
BibTeX@misc{4ortxyz_a-novel-automatic-classification-approach-for-micro-flaws-on-the-large-aperture-optics-surface-based-on-multi-light-sour_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{A novel automatic classification approach for micro-flaws on the large-aperture optics surface based on multi-light source fusion and integrated deep learning architecture}}, year = {2026}, url = {https://4ort.xyz/entity/a-novel-automatic-classification-approach-for-micro-flaws-on-the-large-aperture-optics-surface-based-on-multi-light-sour}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): A novel automatic classification approach for micro-flaws on the large-aperture optics surface based on multi-light source fusion and integrated deep learning architecture — https://4ort.xyz/entity/a-novel-automatic-classification-approach-for-micro-flaws-on-the-large-aperture-optics-surface-based-on-multi-light-sour (retrieved 2026-05-24)
