Why Is Deep Learning Challenging for Printed Circuit Board (PCB) Component Recognition and How Can We Address It?

In this paper, we present the need for specialized artificial intelligence (AI) for counterfeit and defect detection of PCB components. Popular computer vision object detection techniques are not sufficient for such dense, low inter-class/high intra-class variation, and limited-data hardware assuran...

Täydet tiedot

Bibliografiset tiedot

Päätekijät:	Mukhil Azhagan Mallaiyan Sathiaseelan, Olivia P. Paradis, Shayan Taheri, Navid Asadizanjani
Aineistotyyppi:	Artigo
Kieli:	Inglês
Julkaistu:	MDPI AG 2021-03-01
Sarja:	Cryptography
Aiheet:	hardware assurance PCB assurance reverse engineering bill of materials AutoBoM automated optical inspection
Linkit:	https://www.mdpi.com/2410-387X/5/1/9
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