If I remember correctly:

Perception:
Increases your chances of finding high quality items.

Output:
Increases the number of gathering attempts you can make on each node.

Gathering:
Reduces how quickly your remainder bar depletes while gathering.

Don't know if you have seen this site yet, but it has a lot of great resources for gathering:
http://www.disciplesoftheland.com/Default.aspx