To look at something in the wrong fashion means to see something in the wrong point of view. Fashion relates to a way of dressing that is popular for a designated period of time. Here, to "change clothes" means to change the point of view of something. The joke is a play on clothes and fashion. 
I ' m blind enough to look at the situation in the wrong fashion , so I changed my clothes .