SOTAVerified

3D Action Recognition

Papers

Showing 76–91 of 91 papers

TitleStatusHype
Modeling Temporal Dynamics and Spatial Configurations of Actions Using Two-Stream Recurrent Neural Networks—0
A New Representation of Skeleton Sequences for 3D Action Recognition—0
Scene Flow to Action Map: A New Representation for RGB-D based Action Recognition with Convolutional Neural Networks—0
Deep Learning on Lie Groups for Skeleton-based Action Recognition—0
A Tube-and-Droplet-based Approach for Representing and Analyzing Motion Trajectories—0
Spatio-Temporal LSTM with Trust Gates for 3D Human Action Recognition—0
Efficient Temporal Sequence Comparison and Classification Using Gram Matrix Embeddings on a Riemannian Manifold—0
3D Action Recognition From Novel Viewpoints—0
Kernelized Covariance for Action Recognition—0
NTU RGB+D: A Large Scale Dataset for 3D Human Activity AnalysisCode0
Tensor Representations via Kernel Linearization for Action Recognition from 3D Skeletons (Extended Version)—0
First-Take-All: Temporal Order-Preserving Hashing for 3D Action Videos—0
Fusing multiple features for depth-based action recognition—0
Histogram of Oriented Principal Components for Cross-View Action Recognition—0
Mining Mid-level Features for Action Recognition Based on Effective Skeleton Representation—0
HOPC: Histogram of Oriented Principal Components of 3D Pointclouds for Action Recognition—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1HandFormer-B/21Actions Top-141.06—Unverified
2TSMActions Top-135.27—Unverified
3RGBPoseConv3DActions Top-133.61—Unverified
4MS-G3DActions Top-128.7—Unverified
5ISTA-NetActions Top-128.07—Unverified
6CHASE(CTR-GCN)Actions Top-128.03—Unverified
72s-AGCNActions Top-126.7—Unverified
#ModelMetricClaimedVerifiedStatus
1KinetCross Subject Accuracy92.3—Unverified
2PSTNet++Cross Subject Accuracy91.4—Unverified
3PSTNetCross Subject Accuracy90.5—Unverified
4P4TransformerCross Subject Accuracy90.2—Unverified
53DV-PointNet++Cross Subject Accuracy88.8—Unverified
#ModelMetricClaimedVerifiedStatus
1htf10%4—Unverified