No.
See page 11 of IRS Publication 501 which says:
“Your spouse is never considered your dependent.”
You can find IRS Pub 501 at this link:
https://www.irs.gov/pub/irs-pdf/p501.pdfYou can file as married filing jointly even if one of you has little or no income.
