Skeleton-based Gesture Recognition Using Several Fully Connected Layers with Path Signature Features and Temporal Transformer Module

17 Nov 2018Chenyang LiXin ZhangLufan LiaoLianwen JinWeixin Yang

The skeleton based gesture recognition is gaining more popularity due to its wide possible applications. The key issues are how to extract discriminative features and how to design the classification model... (read more)

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Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Gesture Recognition ChaLearn 2013 3S Net TTM Accuracy 92.08 # 1
Gesture Recognition ChaLearn 2016 3S Net TTM Accuracy 39.95 # 1
Gesture Recognition MSRC-12 3S Net TTM Accuracy 99.01 # 1

Methods used in the Paper


METHOD TYPE
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