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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
PromptGAR: Flexible Promptive Group Activity Recognition—0
SGA-INTERACT: A 3D Skeleton-based Benchmark for Group Activity Understanding in Modern Basketball TacticCode1
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
CHASE: Learning Convex Hull Adaptive Shift for Skeleton-based Multi-Entity Action RecognitionCode1
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
Skeleton-based Group Activity Recognition via Spatial-Temporal Panoramic GraphCode1
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
Group Activity Recognition in Basketball Tracking Data -- Neural Embeddings in Team Sports (NETS)—0
Attentive pooling for Group Activity Recognition—0
Hunting Group Clues with Transformers for Social Group Activity Recognition—0
Detector-Free Weakly Supervised Group Activity Recognition—0
Dual-AI: Dual-path Actor Interaction Learning for Group Activity Recognition—0
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
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
Learning Group Activities from Skeletons without Individual Action LabelsCode1
Revisiting Skeleton-based Action RecognitionCode1
Indoor Group Activity Recognition using Multi-Layered HMMs—0
Context Aware Group Activity Recognition—0
Skeleton-based Relational Reasoning for Group Activity Analysis—0
Improved Actor Relation Graph based Group Activity RecognitionCode1
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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