Well my first thought would be vibriosis.
The camera is good enough to show that the tank isn't as clean as it could be so there is an excellent chance that you have bad bacteria colonies somewhere in the tank that are affecting this seahorse.
I would immediately place it in quarantine and lower the temperature (not too fast if there is a big difference) to 68° to 70° F to slow up bacterial growth if it is. Observe the wound and the eating of the seahorse and be prepared to treat if necessary, usually with a mycin like neomycin, kanamycin or gentamycin along with triple sulpha.
This problem usually arises when out of site deposits of detritus/uneaten food allow for bacterial colonies to grow, especially if the temperature is above 75°F.
Obviously I would be keeping an eye on any other seahorses in the tank, and, I would do a major cleaning to be sure there isn't any deposits remaining to keep the cultures growing.