In this situation, do you have the right to continue driving provided you yield the right of way to pedestrians?

Because pedestrians are on the pedestrian crossing, you have an absolute obligation to stop the vehicle to give way to them. Continuing to drive, even with the intention of giving way, is prohibited in this situation, as this would mean entering the crossing while it is occupied by people. In these circumstances, giving way consists precisely of stopping the vehicle before the crossing.