What do you call the people that are sitting down in front of the judge and the 2 persons?

The people sitting down in front of the judge are typically referred to as "litigants" or "parties." The two persons you mention could be the plaintiff and defendant in a civil case, or the prosecution and defense in a criminal case. Additionally, if they are witnesses or jurors, they may also be referred to by those specific roles.