re: Is this a health code violation?

Only if it was in the kitchen. Since it appears to be the dining room, not a violation.

They do inspect the Physical Facilities of the kitchen, and this pertains to plumbing, garbage, lighting, walls, and ceilings. Had that violation occured in the kitchen, the restaurant would have incurred a 1 or 2 point infraction. So, not a major violation.