Cadena Ser reports that Villarreal are keen to strengthen their defence this summer and Marquez is one of their main targets for the summer market.
The 31-year-old joined Barcelona from Monaco in the summer of 2003, but has recently fallen down the pecking order at Camp Nou.
Several Major League Soccer clubs are also keeping tabs on the Mexican international.