Victor Baynard Woolley (March 29, 1867 – February 22, 1945) was a United States circuit judge of the United States Court of Appeals for the Third Circuit.

He was a prothonotary for the Superior Court of New Castle County, Delaware from 1895 to 1901.

[1] On August 7, 1914, Woolley was nominated by President Woodrow Wilson to a seat on the United States Court of Appeals for the Third Circuit vacated by Judge George Gray.

Woolley was confirmed by the United States Senate on August 12, 1914, and received his commission the same day.

He assumed senior status on May 1, 1938, serving in that capacity until his death on February 22, 1945.