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Action Localization

Action Localization is finding the spatial and temporal co ordinates for an action in a video. An action localization model will identify which frame an action start and ends in video and return the x,y coordinates of an action. Further the co ordinates will change when the object performing action undergoes a displacement.

Papers

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Showing 76–100 of 369 papers

TitleStatusHype
Temporal Action Localization with Enhanced Instant DiscriminabilityCode2
Benchmarking Data Efficiency and Computational Efficiency of Temporal Action Localization Models—0
Cross-Video Contextual Knowledge Exploration and Exploitation for Ambiguity Reduction in Weakly Supervised Temporal Action Localization—0
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability PropagationCode1
Weakly-Supervised Action Localization by Hierarchically-structured Latent Attention Modeling—0
DDG-Net: Discriminability-Driven Graph Network for Weakly-supervised Temporal Action LocalizationCode1
NMS Threshold matters for Ego4D Moment Queries -- 2nd place solution to the Ego4D Moment Queries Challenge 2023Code2
Actionness Inconsistency-guided Contrastive Learning for Weakly-supervised Temporal Action LocalizationCode1
Bullying10K: A Large-Scale Neuromorphic Dataset towards Privacy-Preserving Bullying Recognition—0
Multi-Granularity Hand Action DetectionCode1
A Survey on Video Moment Localization—0
Proposal-Based Multiple Instance Learning for Weakly-Supervised Temporal Action LocalizationCode1
Action Sensitivity Learning for Temporal Action Localization—0
Learning Higher-order Object Interactions for Keypoint-based Video Understanding—0
Video-Specific Query-Key Attention Modeling for Weakly-Supervised Temporal Action Localization—0
Boosting Weakly-Supervised Temporal Action Localization with Text InformationCode1
Weakly-Supervised Temporal Action Localization with Bidirectional Semantic Consistency ConstraintCode0
Improving Weakly Supervised Temporal Action Localization by Bridging Train-Test Gap in Pseudo LabelsCode1
DeepSegmenter: Temporal Action Localization for Detecting Anomalies in Untrimmed Naturalistic Driving VideosCode0
WEAR: An Outdoor Sports Dataset for Wearable and Egocentric Activity RecognitionCode1
JCDNet: Joint of Common and Definite phases Network for Weakly Supervised Temporal Action Localization—0
Decomposed Cross-modal Distillation for RGB-based Temporal Action Detection—0
Structured Video-Language Modeling with Temporal Grouping and Spatial Grounding—0
Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling—0
Weakly-Supervised Temporal Action Localization by Inferring Salient Snippet-FeatureCode0
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