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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 251–300 of 369 papers

TitleStatusHype
Complementary Boundary Generator with Scale-Invariant Relation Modeling for Temporal Action Localization: Submission to ActivityNet Challenge 2020—0
Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action TripletsCode1
Weakly Supervised Temporal Action Localization with Segment-Level Labels—0
1st place solution for AVA-Kinetics Crossover in AcitivityNet Challenge 2020Code1
Actor-Context-Actor Relation Network for Spatio-Temporal Action LocalizationCode1
Temporal Fusion Network for Temporal Action Localization:Submission to ActivityNet Challenge 2020 (Task E)—0
CBR-Net: Cascade Boundary Refinement Network for Action Detection: Submission to ActivityNet Challenge 2020 (Task 1)Code1
Weakly-supervised Temporal Action Localization by Uncertainty ModelingCode1
Learning Temporal Co-Attention Models for Unsupervised Video Action LocalizationCode0
ActionBytes: Learning From Trimmed Videos to Localize Actions—0
Visual-Textual Capsule Routing for Text-Based Video Segmentation—0
Weakly-Supervised Action Localization with Expectation-Maximization Multi-Instance LearningCode0
Weakly-Supervised Action Localization by Generative Attention ModelingCode1
Action Localization through Continual Predictive Learning—0
A Novel Online Action Detection Framework from Untrimmed Video Streams—0
SF-Net: Single-Frame Supervision for Temporal Action LocalizationCode1
Bottom-Up Temporal Action Localization with Mutual RegularizationCode1
Weakly-Supervised Multi-Person Action Recognition in 360^ Videos—0
Action Graphs: Weakly-supervised Action Localization with Graph Convolution Networks—0
Weakly Supervised Temporal Action Localization Using Deep Metric LearningCode1
End-to-End Learning of Visual Representations from Uncurated Instructional VideosCode1
SoccerDB: A Large-Scale Database for Comprehensive Video UnderstandingCode0
Video action detection by learning graph-based spatio-temporal interactionsCode0
Learning Sparse 2D Temporal Adjacent Networks for Temporal Action LocalizationCode1
Background Suppression Network for Weakly-supervised Temporal Action LocalizationCode1
You Only Watch Once: A Unified CNN Architecture for Real-Time Spatiotemporal Action LocalizationCode0
A Proposed Artificial intelligence Model for Real-Time Human Action Localization and Tracking—0
Temporal Action Localization using Long Short-Term Dependency—0
Towards Train-Test Consistency for Semi-supervised Temporal Action Localization—0
Human Action Sequence Classification—0
Weakly Supervised Temporal Action Localization Through Contrast Based Evaluation Networks—0
Hierarchical Self-Attention Network for Action Localization in Videos—0
Gaussian Temporal Awareness Networks for Action LocalizationCode0
Graph Convolutional Networks for Temporal Action LocalizationCode0
Deep Concept-wise Temporal Convolutional Networks for Action LocalizationCode0
3C-Net: Category Count and Center Loss for Weakly-Supervised Action LocalizationCode0
Weakly-supervised Action Localization with Background Modeling—0
Three Branches: Detecting Actions With Richer Features—0
Adversarial Seeded Sequence Growing for Weakly-Supervised Temporal Action Localization—0
Scale Matters: Temporal Scale Aggregation Network for Precise Action Localization in Untrimmed Videos—0
Multi-Granularity Fusion Network for Proposal and Activity Localization: Submission to ActivityNet Challenge 2019 Task 1 and Task 2—0
Submission to ActivityNet Challenge 2019: Task B Spatio-temporal Action Localization—0
Localizing Unseen Activities in Video via Image Query—0
vireoJD-MM at Activity Detection in Extended Videos—0
Trimmed Action Recognition, Dense-Captioning Events in Videos, and Spatio-temporal Action Localization with Focus on ActivityNet Challenge 2019—0
HowTo100M: Learning a Text-Video Embedding by Watching Hundred Million Narrated Video ClipsCode1
Completeness Modeling and Context Separation for Weakly Supervised Temporal Action LocalizationCode0
Improving Action Localization by Progressive Cross-stream Cooperation—0
Exploring Feature Representation and Training strategies in Temporal Action Localization—0
Marginalized Average Attentional Network for Weakly-Supervised Learning—0
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