Houston state trial judge Kevin Fine last year made big news when he declared the state's death penalty unconstitutional, ruling that it violates due process protections "to execute innocent people."

The ruling came in the prosecution of John E. Green Jr. , an accused killer charged with capital murder.

But Fine later reversed course, deciding...