Gazing point dependent eye gaze estimation.

•A dynamic virtual plane projection, which is tangent to the cornea of pupil, is proposed to estimate the position of the gazing point.•A two stage approach consisting of rough-to-precise framework for gazing point estimation is proposed.•A heuristic strategy which contains off-line and on-line parameter learning for gazing point estimation is proposed.