Figure 1. a) DeepFisheye tracks 3D joint locations of multiple fingers near a touchscreen using a fisheye camera. Colored points on the touchscreen indicate the projected locations of the fingertips. b) Pipeline of DeepFisheye. Accurate hand postures were estimated by using intermediate depth images. The estimated hand postures were used for mid-air interaction, contact finger classification, and hand posture recognition.