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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
Improved Actor Relation Graph based Group Activity RecognitionCode1
Revisiting Skeleton-based Action RecognitionCode1
COMPOSER: Compositional Reasoning of Group Activity in Videos with Keypoint-Only ModalityCode1
SGA-INTERACT: A 3D Skeleton-based Benchmark for Group Activity Understanding in Modern Basketball TacticCode1
Skeleton-based Group Activity Recognition via Spatial-Temporal Panoramic GraphCode1
Learning Group Activities from Skeletons without Individual Action LabelsCode1
GroupFormer: Group Activity Recognition with Clustered Spatial-Temporal TransformerCode1
Spatio-Temporal Dynamic Inference Network for Group Activity RecognitionCode1
CHASE: Learning Convex Hull Adaptive Shift for Skeleton-based Multi-Entity Action RecognitionCode1
Unified Framework with Consistency across Modalities for Human Activity RecognitionCode0
Group Activity Recognition Using Joint Learning of Individual Action Recognition and People GroupingCode0
SPARTAN: Self-supervised Spatiotemporal Transformers Approach to Group Activity RecognitionCode0
Learning Actor Relation Graphs for Group Activity RecognitionCode0
DECOMPL: Decompositional Learning with Attention Pooling for Group Activity Recognition from a Single Volleyball ImageCode0
Hierarchical Relational Networks for Group Activity Recognition and RetrievalCode0
SBGAR: Semantics Based Group Activity RecognitionCode0
A Hierarchical Deep Temporal Model for Group Activity RecognitionCode0
Hierarchical Deep Temporal Models for Group 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
Flow-Assisted Motion Learning Network for Weakly-Supervised Group Activity Recognition—0
Fusing Motion Patterns and Key Visual Information for Semantic Event Recognition in Basketball Videos—0
Group Activity Recognition by Using Effective Multiple Modality Relation Representation With Temporal-Spatial Attention—0
Group Activity Recognition in Basketball Tracking Data -- Neural Embeddings in Team Sports (NETS)—0
Group Activity Recognition in Computer Vision: A Comprehensive Review, Challenges, and Future Perspectives—0
Group Activity Recognition using Unreliable Tracked Pose—0
Group Activity Recognition via Dynamic Composition and Interaction—0
Hunting Group Clues with Transformers for Social Group Activity Recognition—0
Indoor Group Activity Recognition using Multi-Layered HMMs—0
Joint Learning of Social Groups, Individuals Action and Sub-group Activities in Videos—0
Knowledge Augmented Relation Inference for Group Activity Recognition—0
A Causality-Aware Pattern Mining Scheme for Group Activity Recognition in a Pervasive Sensor Space—0
M3Act: Learning from Synthetic Human Group Activities—0
LiGAR: LiDAR-Guided Hierarchical Transformer for Multi-Modal Group Activity Recognition—0
MLP-AIR: An Efficient MLP-Based Method for Actor Interaction Relation Learning in Group Activity Recognition—0
Multi-Level Sequence GAN for Group Activity Recognition—0
Pose is all you need: The pose only group activity recognition system (POGARS)—0
Progressive Relation Learning for Group Activity Recognition—0
PromptGAR: Flexible Promptive Group Activity Recognition—0
REACT: Recognize Every Action Everywhere All At Once—0
Recurrent Modeling of Interaction Context for Collective Activity Recognition—0
Relevance Topic Model for Unstructured Social Group Activity Recognition—0
Self-supervised Multi-actor Social Activity Understanding in Streaming Videos—0
Skeleton-based Relational Reasoning for Group Activity Analysis—0
Social Adaptive Module for Weakly-supervised Group Activity Recognition—0
SoGAR: Self-supervised Spatiotemporal Attention-based Social Group Activity Recognition—0
stagNet: An Attentive Semantic RNN for Group Activity Recognition—0
Structure Inference Machines: Recurrent Neural Networks for Analyzing Relations in Group Activity Recognition—0
Learning Ensembles of Potential Functions for Structured Prediction With Latent Variables—0
ActivityCLIP: Enhancing Group Activity Recognition by Mining Complementary Information from Text to Supplement Image Modality—0
Actor-Transformers for Group Activity Recognition—0
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