1 code implementation • IJCAI 2022 • Bruce X.B. Yu, Yan Liu, Xiang Zhang, Gong Chen, Keith C.C. Chan
We also examine the properness of existing evaluation criteria and focus on evaluating the prediction ability of our proposed method.
Ranked #1 on Action Assessment on KIMORE
1 code implementation • IEEE Transactions on Pattern Analysis and Machine Intelligence 2022 • Bruce X.B. Yu, Yan Liu, Xiang Zhang, Sheng-hua Zhong, Keith C.C. Chan
Upon aggregating the results of multiple modalities, our method is found to outperform state-of-the-art approaches on six evaluation protocols of the five datasets; thus, the proposed MMNet can effectively capture mutually complementary features in different RGB-D video modalities and provide more discriminative features for HAR.
Ranked #1 on Action Recognition In Videos on PKU-MMD (using extra training data)
1 code implementation • Association for the Advancement of Artificial Intelligence (AAAI) 2021 • Bruce X.B. Yu, Yan Liu, Keith C.C. Chan
In our TSMF, we utilize a teacher network to transfer the structural knowledge of the skeleton modality to a student network for the RGB modality.
Ranked #3 on Action Recognition In Videos on PKU-MMD (using extra training data)