GestureGAN for Hand Gesture-to-Gesture Translation in the Wild

14 Aug 2018Hao TangWei WangDan XuYan YanNicu Sebe

Hand gesture-to-gesture translation in the wild is a challenging task since hand gestures can have arbitrary poses, sizes, locations and self-occlusions. Therefore, this task requires a high-level understanding of the mapping between the input source gesture and the output target gesture... (read more)

PDF Abstract
TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT LEADERBOARD
Gesture-to-Gesture Translation NTU Hand Digit GestureGAN MSE 105.7286 # 1
PSNR 32.6091 # 2
IS 2.5532 # 1
AMT 26.1 # 2
Gesture-to-Gesture Translation Senz3D GestureGAN MSE 169.9219 # 1
PSNR 27.9749 # 2
IS 3.4107 # 1
AMT 22.6 # 2