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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 201–250 of 369 papers

TitleStatusHype
MultiSports: A Multi-Person Video Dataset of Spatio-Temporally Localized Sports ActionsCode1
Action Shuffling for Weakly Supervised Temporal Localization—0
Relevance Detection in Cataract Surgery Videos by Spatio-Temporal Action Localization—0
Action Unit Memory Network for Weakly Supervised Temporal Action Localization—0
Actor-centered Representations for Action Localization in Streaming Videos—0
Multimodal Clustering Networks for Self-supervised Learning from Unlabeled VideosCode1
Low Pass Filter for Anti-aliasing in Temporal Action Localization—0
Object Priors for Classifying and Localizing Unseen ActionsCode0
ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationCode1
Zeus: Efficiently Localizing Actions in Videos using Reinforcement Learning—0
Adaptive Mutual Supervision for Weakly-Supervised Temporal Action Localization—0
Few-Shot Transformation of Common Actions into Time and Space—0
TubeR: Tubelet Transformer for Video Action DetectionCode1
Weakly Supervised Temporal Action Localization Through Learning Explicit Subspaces for Action and Context—0
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive LearningCode1
ACSNet: Action-Context Separation Network for Weakly Supervised Temporal Action Localization—0
Low-Fidelity End-to-End Video Encoder Pre-training for Temporal Action Localization—0
Learning Salient Boundary Feature for Anchor-free Temporal Action LocalizationCode1
The Blessings of Unlabeled Background in Untrimmed VideosCode1
Temporal Context Aggregation Network for Temporal Action Proposal RefinementCode1
PcmNet: Position-Sensitive Context Modeling Network for Temporal Action Localization—0
Modeling Multi-Label Action Dependencies for Temporal Action LocalizationCode1
Single Run Action Detector over Video Stream -- A Privacy Preserving ApproachCode0
Activity Graph Transformer for Temporal Action Localization—0
PDAN: Pyramid Dilated Attention Network for Action DetectionCode1
A Hybrid Attention Mechanism for Weakly-Supervised Temporal Action LocalizationCode1
CAG-QIL: Context-Aware Actionness Grouping via Q Imitation Learning for Online Temporal Action Localization—0
Divide and Conquer for Single-Frame Temporal Action Localization—0
Cross-Attentional Audio-Visual Fusion for Weakly-Supervised Action Localization—0
Multi-shot Temporal Event Localization: a BenchmarkCode1
Weakly-Supervised Action Localization and Action Recognition using Global-Local Attention of 3D CNN—0
Point-Level Temporal Action Localization: Bridging Fully-supervised Proposals to Weakly-supervised Losses—0
Towards Improving Spatiotemporal Action Recognition in VideosCode0
D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised ActivationsCode0
VideoMix: Rethinking Data Augmentation for Video ClassificationCode1
Real-time Spatio-temporal Action Localization via Learning Motion Representation—0
Video Self-Stitching Graph Network for Temporal Action LocalizationCode1
TSP: Temporally-Sensitive Pretraining of Video Encoders for Localization TasksCode1
SALAD: Self-Assessment Learning for Action Detection—0
Two-Stream Consensus Network for Weakly-Supervised Temporal Action Localization—0
Unsupervised Domain Adaptation for Spatio-Temporal Action Localization—0
BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal GenerationCode1
Learning to Localize Actions from MomentsCode1
Temporal Action Localization with Variance-Aware Networks—0
Boundary Uncertainty in a Single-Stage Temporal Action Localization Network—0
Revisiting Anchor Mechanisms for Temporal Action LocalizationCode1
CFAD: Coarse-to-Fine Action Detector for Spatiotemporal Action Localization—0
Equivalent Classification Mapping for Weakly Supervised Temporal Action Localization—0
Localizing the Common Action Among a Few VideosCode1
Learning Actionness via Long-range Temporal Order Verification—0
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