SOTAVerified

3D Action Recognition

Papers

Showing 7691 of 91 papers

TitleStatusHype
Modeling Temporal Dynamics and Spatial Configurations of Actions Using Two-Stream Recurrent Neural Networks0
A New Representation of Skeleton Sequences for 3D Action Recognition0
Scene Flow to Action Map: A New Representation for RGB-D based Action Recognition with Convolutional Neural Networks0
Deep Learning on Lie Groups for Skeleton-based Action Recognition0
A Tube-and-Droplet-based Approach for Representing and Analyzing Motion Trajectories0
Spatio-Temporal LSTM with Trust Gates for 3D Human Action Recognition0
Efficient Temporal Sequence Comparison and Classification Using Gram Matrix Embeddings on a Riemannian Manifold0
3D Action Recognition From Novel Viewpoints0
Kernelized Covariance for Action Recognition0
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 Videos0
Fusing multiple features for depth-based action recognition0
Histogram of Oriented Principal Components for Cross-View Action Recognition0
Mining Mid-level Features for Action Recognition Based on Effective Skeleton Representation0
HOPC: Histogram of Oriented Principal Components of 3D Pointclouds for Action Recognition0
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Benchmark Results

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