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Group Activity Recognition

Group Activity Recognition is a subset of human activity recognition problem which focuses on the collective behavior of a group of people, resulted from the individual actions of the persons and their interactions. Collective activity recognition is a basic task for automatic human behavior analysis in many areas like surveillance or sports videos.

Source: A Multi-Stream Convolutional Neural Network Framework for Group Activity Recognition

Papers

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Showing 1–50 of 65 papers

TitleStatusHype
SGA-INTERACT: A 3D Skeleton-based Benchmark for Group Activity Understanding in Modern Basketball TacticCode1
CHASE: Learning Convex Hull Adaptive Shift for Skeleton-based Multi-Entity Action RecognitionCode1
Skeleton-based Group Activity Recognition via Spatial-Temporal Panoramic GraphCode1
COMPOSER: Compositional Reasoning of Group Activity in Videos with Keypoint-Only ModalityCode1
GroupFormer: Group Activity Recognition with Clustered Spatial-Temporal TransformerCode1
Spatio-Temporal Dynamic Inference Network for Group Activity RecognitionCode1
Learning Group Activities from Skeletons without Individual Action LabelsCode1
Revisiting Skeleton-based Action RecognitionCode1
Improved Actor Relation Graph based Group Activity RecognitionCode1
PromptGAR: Flexible Promptive Group Activity Recognition—0
ARN-LSTM: A Multi-Stream Fusion Model for Skeleton-based Action Recognition—0
LiGAR: LiDAR-Guided Hierarchical Transformer for Multi-Modal Group Activity Recognition—0
Unified Framework with Consistency across Modalities for Human Activity RecognitionCode0
Explainable Artificial Intelligence for Quantifying Interfering and High-Risk Behaviors in Autism Spectrum Disorder in a Real-World Classroom Environment Using Privacy-Preserving Video Analysis—0
ActivityCLIP: Enhancing Group Activity Recognition by Mining Complementary Information from Text to Supplement Image Modality—0
Self-supervised Multi-actor Social Activity Understanding in Streaming Videos—0
Flow-Assisted Motion Learning Network for Weakly-Supervised Group Activity Recognition—0
Design and Analysis of Efficient Attention in Transformers for Social Group Activity Recognition—0
Group Activity Recognition using Unreliable Tracked Pose—0
Bi-Causal: Group Activity Recognition via Bidirectional Causality—0
A Causality-Aware Pattern Mining Scheme for Group Activity Recognition in a Pervasive Sensor Space—0
REACT: Recognize Every Action Everywhere All At Once—0
Group Activity Recognition in Computer Vision: A Comprehensive Review, Challenges, and Future Perspectives—0
M3Act: Learning from Synthetic Human Group Activities—0
Group Activity Recognition via Dynamic Composition and Interaction—0
SoGAR: Self-supervised Spatiotemporal Attention-based Social Group Activity Recognition—0
MLP-AIR: An Efficient MLP-Based Method for Actor Interaction Relation Learning in Group Activity Recognition—0
DECOMPL: Decompositional Learning with Attention Pooling for Group Activity Recognition from a Single Volleyball ImageCode0
SPARTAN: Self-supervised Spatiotemporal Transformers Approach to Group Activity RecognitionCode0
Knowledge Augmented Relation Inference for Group Activity Recognition—0
An Actor-Centric Causality Graph for Asynchronous Temporal Inference in Group Activity—0
Attentive pooling for Group Activity Recognition—0
Group Activity Recognition in Basketball Tracking Data -- Neural Embeddings in Team Sports (NETS)—0
Hunting Group Clues with Transformers for Social Group Activity Recognition—0
Dual-AI: Dual-path Actor Interaction Learning for Group Activity Recognition—0
Detector-Free Weakly Supervised Group Activity Recognition—0
Pose is all you need: The pose only group activity recognition system (POGARS)—0
Group Activity Recognition Using Joint Learning of Individual Action Recognition and People GroupingCode0
Indoor Group Activity Recognition using Multi-Layered HMMs—0
Context Aware Group Activity Recognition—0
Skeleton-based Relational Reasoning for Group Activity Analysis—0
Empowering Relational Network by Self-Attention Augmented Conditional Random Fields for Group Activity Recognition—0
Social Adaptive Module for Weakly-supervised Group Activity Recognition—0
Fusing Motion Patterns and Key Visual Information for Semantic Event Recognition in Basketball Videos—0
Joint Learning of Social Groups, Individuals Action and Sub-group Activities in Videos—0
Actor-Transformers for Group Activity Recognition—0
Group Activity Recognition by Using Effective Multiple Modality Relation Representation With Temporal-Spatial Attention—0
Progressive Relation Learning for Group Activity Recognition—0
Learning Actor Relation Graphs for Group Activity RecognitionCode0
Convolutional Relational Machine for Group Activity Recognition—0
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