In Java, access modifiers control the visibility and accessibility of classes, constructors, methods, and fields within an application, effectively defining the scope and level of encapsulation. The four primary access modifiers are 'public', 'protected', 'default' (package-private), and 'private', each offering different degrees of restriction on access to the associated elements.