3 ms·
Since the human visual system is so highly sensitive to faces I think the best approach here would be to apply a facial detection algorithm, then boost the ener
by a-priori 7y ago
Since the human visual system is so highly sensitive to faces I think the best approach here would be to apply a facial detection algorithm, then boost the energy for the regions where faces are detected.
Basically you'd apply a heuristic that because faces are so special to the human visual system, the perceived energy of a face is higher than the pixels would otherwise indicate.
This would make seams avoid altering any faces in the scene.
- akdas 7y ago> apply a facial detection algorithm, then boost the energy for the regions where faces are detected. Great intuition! The original paper actually goes into this, and they come up with that solution. This solution is a special case of allowing the user to apply positive and negative penalties as they wish. The latter allows targeted object removal.