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Action Classification

Image source: The Kinetics Human Action Video Dataset

Papers

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Showing 401–450 of 457 papers

TitleStatusHype
Action recognition by learning pose representations—0
Resource-efficient Machine Learning in 2 KB RAM for the Internet of Things—0
Temporal Convolution Based Action Proposal: Submission to ActivityNet 2017—0
Developing the Path Signature Methodology and its Application to Landmark-based Human Action Recognition—0
Spatio-Temporal Naive-Bayes Nearest-Neighbor (ST-NBNN) for Skeleton-Based Action RecognitionCode0
Weakly Supervised Actor-Action Segmentation via Robust Multi-Task Ranking—0
Generic Tubelet Proposals for Action Localization—0
Single Image Action Recognition by Predicting Space-Time Saliency—0
A Feature Embedding Strategy for High-level CNN representations from Multiple ConvNets—0
ActionVLAD: Learning spatio-temporal aggregation for action classification—0
Chained Multi-stream Networks Exploiting Pose, Motion, and Appearance for Action Classification and DetectionCode0
TS-LSTM and Temporal-Inception: Exploiting Spatiotemporal Dynamics for Activity RecognitionCode0
Deep representation learning for human motion prediction and classification—0
Vision and Language Integration: Moving beyond Objects—0
Asynchronous Temporal Fields for Action RecognitionCode0
Hybrid Learning of Optical Flow and Next Frame Prediction to Boost Optical Flow in the Wild—0
Self-Supervised Video Representation Learning With Odd-One-Out Networks—0
From Traditional to Modern : Domain Adaptation for Action Classification in Short Social Video Clips—0
Learning Action Concept Trees and Semantic Alignment Networks from Image-Description Data—0
Generating Videos with Scene Dynamics—0
Efficient Two-Stream Motion and Appearance 3D CNNs for Video Classification—0
What makes ImageNet good for transfer learning?Code0
Spatio-temporal Co-Occurrence Characterizations for Human Action Classification—0
Natural Language Descriptions of Human Activities Scenes: Corpus Generation and Analysis—0
VideoLSTM Convolves, Attends and Flows for Action RecognitionCode0
Learning Latent Sub-events in Activity Videos Using Temporal Attention FiltersCode0
Action Classification via Concepts and Attributes—0
Revisiting Human Action Recognition: Personalization vs. Generalization—0
Improved Dense Trajectory with Cross Streams—0
The THUMOS Challenge on Action Recognition for Videos "in the Wild"—0
Improving Human Action Recognition by Non-action Classification—0
ACD: Action Concept Discovery from Image-Sentence Corpora—0
NTU RGB+D: A Large Scale Dataset for 3D Human Activity AnalysisCode0
Recurrent Mixture Density Network for Spatiotemporal Visual Attention—0
Deep Multimodal Feature Analysis for Action Recognition in RGB+D Videos—0
Support Vector Machines with Time Series Distance Kernels for Action ClassificationCode0
Segmental Spatiotemporal CNNs for Fine-grained Action Segmentation—0
Temporal Action Localization in Untrimmed Videos via Multi-stage CNNsCode0
Training Deep Neural Networks via Direct Loss MinimizationCode0
Human Action Segmentation With Hierarchical Supervoxel Consistency—0
What do 15,000 Object Categories Tell Us About Classifying and Localizing Actions?—0
Long-short Term Motion Feature for Action Classification and Retrieval—0
Efficient Optimization for Average Precision SVM—0
Action Classification with Locality-constrained Linear Coding—0
Robust Statistical Approach for Extraction of Moving Human Silhouettes from Videos—0
R-CNNs for Pose Estimation and Action Detection—0
Two-Stream Convolutional Networks for Action Recognition in VideosCode0
A Cause and Effect Analysis of Motion Trajectories for Modeling Actions—0
Optimizing Average Precision using Weakly Supervised Data—0
Efficient Feature Extraction, Encoding and Classification for Action Recognition—0
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