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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 101–150 of 369 papers

TitleStatusHype
Multi-modal Prompting for Low-Shot Temporal Action Localization—0
TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationCode1
Co-Occurrence Matters: Learning Action Relation for Temporal Action Localization—0
Faster Learning of Temporal Action Proposal via Sparse Multilevel Boundary GeneratorCode0
Temporal Perceiving Video-Language Pre-training—0
Ego-Only: Egocentric Action Detection without Exocentric Transferring—0
Anchor-free temporal action localization via Progressive Boundary-aware BoostingCode0
Boosting Positive Segments for Weakly-Supervised Audio-Visual Video ParsingCode0
Learning from Noisy Pseudo Labels for Semi-Supervised Temporal Action LocalizationCode0
Chaotic World: A Large and Challenging Benchmark for Human Behavior Understanding in Chaotic EventsCode1
Few-Shot Common Action Localization via Cross-Attentional Fusion of Context and Temporal Dynamics—0
Two-Stream Networks for Weakly-Supervised Temporal Action Localization With Semantic-Aware Mechanisms—0
Cascade Evidential Learning for Open-World Weakly-Supervised Temporal Action Localization—0
PivoTAL: Prior-Driven Supervision for Weakly-Supervised Temporal Action Localization—0
AdamsFormer for Spatial Action Localization in the Future—0
Re2TAL: Rewiring Pretrained Video Backbones for Reversible Temporal Action LocalizationCode0
Distilling Vision-Language Pre-training to Collaborate with Weakly-Supervised Temporal Action Localization—0
Dilation-Erosion for Single-Frame Supervised Temporal Action LocalizationCode0
Re^2TAL: Rewiring Pretrained Video Backbones for Reversible Temporal Action LocalizationCode1
Slow Motion Matters: A Slow Motion Enhanced Network for Weakly Supervised Temporal Action Localization—0
ReLER@ZJU Submission to the Ego4D Moment Queries Challenge 2022Code0
Where a Strong Backbone Meets Strong Features -- ActionFormer for Ego4D Moment Queries ChallengeCode2
A Simple Transformer-Based Model for Ego4D Natural Language Queries ChallengeCode0
Soft-Landing Strategy for Alleviating the Task Discrepancy Problem in Temporal Action Localization TasksCode0
Prior-enhanced Temporal Action Localization using Subject-aware Spatial Attention—0
SimOn: A Simple Framework for Online Temporal Action LocalizationCode1
EgoTaskQA: Understanding Human Tasks in Egocentric VideosCode1
Active Learning with Effective Scoring Functions for Semi-Supervised Temporal Action Localization—0
Adaptive Perception Transformer for Temporal Action Localization—0
Enabling Weakly-Supervised Temporal Action Localization from On-Device Learning of the Video Stream—0
Temporal Action Localization with Multi-temporal Scales—0
Dilated Context Integrated Network with Cross-Modal Consensus for Temporal Emotion Localization in VideosCode0
P2ANet: A Dataset and Benchmark for Dense Action Detection from Table Tennis Match Broadcasting Videos—0
HTNet: Anchor-free Temporal Action Localization with Hierarchical Transformers—0
Forcing the Whole Video as Background: An Adversarial Learning Strategy for Weakly Temporal Action Localization—0
MVP: Robust Multi-View Practice for Driving Action Localization—0
Exploring Temporally Dynamic Data Augmentation for Video Recognition—0
Learning to Refactor Action and Co-occurrence Features for Temporal Action Localization—0
Weakly-Supervised Temporal Action Localization by Progressive Complementary LearningCode0
temporal driver action Localization using action classifications methodCode0
Structured Attention Composition for Temporal Action LocalizationCode2
Entity-aware and Motion-aware Transformers for Language-driven Action Localization in VideosCode1
Convex Combination Consistency between Neighbors for Weakly-supervised Action LocalizationCode1
Contrastive Language-Action Pre-training for Temporal Localization—0
E^2TAD: An Energy-Efficient Tracking-based Action DetectorCode1
Frequency Selective Augmentation for Video Representation Learning—0
MM-SEAL: A Large-scale Video Dataset of Multi-person Multi-grained Spatio-temporally Action Localization—0
TALLFormer: Temporal Action Localization with a Long-memory TransformerCode1
Fine-grained Temporal Contrastive Learning for Weakly-supervised Temporal Action LocalizationCode1
Unsupervised Pre-training for Temporal Action Localization TasksCode1
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