Collect the pencils: Here is an example: In a classroom, the teacher tells a student to collect the pencils. This means that the student will get the pencils from each student. Each student will give his pencil Pick up the pencil(s): the pencil is on the table or on the floor, I will pick up the pencil and put it in my pocket. Another example: more than one pencil is on the table or on the floor, I can ask someone to pick up all the pencils.
I hope these examples help you.