C# - anonymous functions and event handlers

I have the following code:

public List<IWFResourceInstance> FindStepsByType(IWFResource res)  
{  
    List<IWFResourceInstance> retval = new List<IWFResourceInstance>();  
    this.FoundStep += delegate(object sender, WalkerStepEventArgs e)   
                      {   
                        if (e.Step.ResourceType == res) retval.Add(e.Step);   
                      };  
    this.Start();  
    return retval;
}  

Notice how I register my event member (FoundStep) to local in-place anonymous function.

My question is: when the function 'FindStepByType' will end - will the anonymous function be removed automatically from the delegate list of the event or I have to manually remove it before steping out the function? (and how do I do that?)

I hope my question was clear.