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Action Classification
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Image source: The Kinetics Human Action Video Dataset
논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
From Play to Replay: Composed Video Retrieval for Temporally Fine-Grained Videos
Spatio-Temporal Joint Density Driven Learning for Skeleton-Based Action Recognition
SoccerChat: Integrating Multimodal Data for Enhanced Soccer Game Understanding
Mouse Lockbox Dataset: Behavior Recognition for Mice Solving Lockboxes
Domain Adaptation of VLM for Soccer Video Understanding
OwlSight: A Robust Illumination Adaptation Framework for Dark Video Human Action Recognition
CA^2ST: Cross-Attention in Audio, Space, and Time for Holistic Video Recognition
Make Your Training Flexible: Towards Deployment-Efficient Video Models
Minimalistic Video Saliency Prediction via Efficient Decoder & Spatio Temporal Action Cues
BoxMAC -- A Boxing Dataset for Multi-label Action Classification
FACTS: Fine-Grained Action Classification for Tactical Sports
Stitch Contrast and Segment_Learning a Human Action Segmentation Model Using Trimmed Skeleton Videos
Scaling 4D Representations
Temporal Action Localization with Cross Layer Task Decoupling and Refinement
Mining Limited Data Sufficiently: A BERT-inspired Approach for CSI Time Series Application in Wireless Communication and Sensing
KNN-MMD: Cross Domain Wireless Sensing via Local Distribution Alignment
Proximal Control of UAVs with Federated Learning for Human-Robot Collaborative Domains
Towards Universal Soccer Video Understanding
OccludeNet: A Causal Journey into Mixed-View Actor-Centric Video Action Recognition under Occlusions
ACE: Action Concept Enhancement of Video-Language Models in Procedural Videos
IMUVIE: Pickup Timeline Action Localization via Motion Movies
Person Segmentation and Action Classification for Multi-Channel Hemisphere Field of View LiDAR Sensors
Autoregressive Adaptive Hypergraph Transformer for Skeleton-based Activity Recognition
AM Flow: Adapters for Temporal Processing in Action Recognition
Learning Video Representations without Natural Videos
YourSkatingCoach: A Figure Skating Video Benchmark for Fine-Grained Element Analysis
Are Visual-Language Models Effective in Action Recognition? A Comparative Study
Dual-Model Distillation for Efficient Action Classification with Hybrid Edge-Cloud Solution
Multi class activity classification in videos using Motion History Image generation
Language-Assisted Human Part Motion Learning for Skeleton-Based Temporal Action Segmentation
CrossFi: A Cross Domain Wi-Fi Sensing Framework Based on Siamese Network
Probabilistic Vision-Language Representation for Weakly Supervised Temporal Action Localization
EPAM-Net: An Efficient Pose-driven Attention-guided Multimodal Network for Video Action Recognition
Self-Supervised Video Representation Learning in a Heuristic Decoupled Perspective
Do You Act Like You Talk? Exploring Pose-based Driver Action Classification with Speech Recognition Networks
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.