Are the students currently enrolled in both the enrollment section of their profile and in the course. The student must be an active student in the student module and also the enrollment date in the student schedule screen must be anterior to today's date so they are active. Another easy way to see students is to click the checkbox when searching to "include inactive students"
Remember that teachers cannot view all students, only students in the section they're currently in.