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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 301–350 of 369 papers

TitleStatusHype
Faster Learning of Temporal Action Proposal via Sparse Multilevel Boundary GeneratorCode0
Dilation-Erosion for Single-Frame Supervised Temporal Action LocalizationCode0
Multiscale Vision Transformers meet Bipartite Matching for efficient single-stage Action LocalizationCode0
Boosting Positive Segments for Weakly-Supervised Audio-Visual Video ParsingCode0
Visual Self-paced Iterative Learning for Unsupervised Temporal Action LocalizationCode0
A Multimodal Dataset for Enhancing Industrial Task Monitoring and Engagement PredictionCode0
When Did It Happen? Duration-informed Temporal Localization of Narrated Actions in VlogsCode0
AutoLoc: Weakly-supervised Temporal Action LocalizationCode0
Dilated Context Integrated Network with Cross-Modal Consensus for Temporal Emotion Localization in VideosCode0
Diagnosing Errors in Video Relation DetectorsCode0
VideoLSTM Convolves, Attends and Flows for Action RecognitionCode0
temporal driver action Localization using action classifications methodCode0
Multilevel semantic and adaptive actionness learning for weakly supervised temporal action localizationCode0
A Simple Transformer-Based Model for Ego4D Natural Language Queries ChallengeCode0
Learning Temporal Co-Attention Models for Unsupervised Video Action LocalizationCode0
Temporal Localization of Fine-Grained Actions in Videos by Domain Transfer from Web ImagesCode0
Diagnosing Error in Temporal Action DetectorsCode0
Learning from Noisy Pseudo Labels for Semi-Supervised Temporal Action LocalizationCode0
Re2TAL: Rewiring Pretrained Video Backbones for Reversible Temporal Action LocalizationCode0
KORSAL: Key-point Detection based Online Real-Time Spatio-Temporal Action LocalizationCode0
A Perceptual Prediction Framework for Self Supervised Event SegmentationCode0
Hide-and-Seek: Forcing a Network to be Meticulous for Weakly-supervised Object and Action LocalizationCode0
Hide-and-Seek: A Data Augmentation Technique for Weakly-Supervised Localization and BeyondCode0
RefineLoc: Iterative Refinement for Weakly-Supervised Action LocalizationCode0
DeepSegmenter: Temporal Action Localization for Detecting Anomalies in Untrimmed Naturalistic Driving VideosCode0
ReLER@ZJU Submission to the Ego4D Moment Queries Challenge 2022Code0
Action Search: Spotting Actions in Videos and Its Application to Temporal Action LocalizationCode0
DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity RecognitionCode0
Deep Concept-wise Temporal Convolutional Networks for Action LocalizationCode0
ACGNet: Action Complement Graph Network for Weakly-supervised Temporal Action LocalizationCode0
HACS: Human Action Clips and Segments Dataset for Recognition and Temporal LocalizationCode0
Guided Attention for Interpretable Motion CaptioningCode0
A flexible model for training action localization with varying levels of supervisionCode0
SADA: Semantic adversarial unsupervised domain adaptation for Temporal Action LocalizationCode0
D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised ActivationsCode0
Contextualized Spatio-Temporal Contrastive Learning with Self-SupervisionCode0
Weakly-Supervised Temporal Action Localization by Inferring Salient Snippet-FeatureCode0
SoccerDB: A Large-Scale Database for Comprehensive Video UnderstandingCode0
Towards Improving Spatiotemporal Action Recognition in VideosCode0
Weakly-Supervised Temporal Action Localization with Bidirectional Semantic Consistency ConstraintCode0
Guess Where? Actor-Supervision for Spatiotemporal Action LocalizationCode0
Graph Convolutional Networks for Temporal Action LocalizationCode0
Generalized Uncertainty-Based Evidential Fusion with Hybrid Multi-Head Attention for Weak-Supervised Temporal Action LocalizationCode0
Gaussian Temporal Awareness Networks for Action LocalizationCode0
Single Run Action Detector over Video Stream -- A Privacy Preserving ApproachCode0
Transformer with Controlled Attention for Synchronous Motion CaptioningCode0
Weakly Supervised Action Localization by Sparse Temporal Pooling NetworkCode0
Soft-Landing Strategy for Alleviating the Task Discrepancy Problem in Temporal Action Localization TasksCode0
Completeness Modeling and Context Separation for Weakly Supervised Temporal Action LocalizationCode0
Weakly supervised temporal action localization with actionness-guided false positive suppressionCode0
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