Browse > Computer Vision > Action Localization > Temporal Action Localization

Temporal Action Localization

143 papers with code · Computer Vision

Temporal Action Localization aims to detect activities in the video stream and output beginning and end timestamps. It is closely related to Temporal Action Proposal Generation.

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Latest papers with code

DMCL: Distillation Multiple Choice Learning for Multimodal Action Recognition

23 Dec 2019ncgarcia/DMCL

Our goal is to leverage the complementary information of multiple modalities to the benefit of the ensemble and each individual network.

TEMPORAL ACTION LOCALIZATION

3
23 Dec 2019

Self-Attention Network for Skeleton-based Human Action Recognition

18 Dec 2019fdu-wuyuan/Siren

In order to come up with a better representation and capturing of long term spatio-temporal relationships, we propose three variants of Self-Attention Network (SAN), namely, SAN-V1, SAN-V2 and SAN-V3.

SKELETON BASED ACTION RECOGNITION

0
18 Dec 2019

Skeleton-Based Action Recognition with Multi-Stream Adaptive Graph Convolutional Networks

15 Dec 2019lshiwjx/2s-AGCN

Second, the second-order information of the skeleton data, i. e., the length and orientation of the bones, is rarely investigated, which is naturally more informative and discriminative for the human action recognition.

GRAPH CONSTRUCTION SKELETON BASED ACTION RECOGNITION

191
15 Dec 2019

STAGE: Spatio-Temporal Attention on Graph Entities for Video Action Detection

9 Dec 2019aimagelab/STAGE_action_detection

Spatio-temporal action localization is a challenging yet fascinating task that aims to detect and classify human actions in video clips.

ACTION DETECTION SPATIO-TEMPORAL ACTION LOCALIZATION TEMPORAL ACTION LOCALIZATION VIDEO UNDERSTANDING

16
09 Dec 2019

Learning Sparse 2D Temporal Adjacent Networks for Temporal Action Localization

8 Dec 2019microsoft/2D-TAN

In this report, we introduce the Winner method for HACS Temporal Action Localization Challenge 2019.

TEMPORAL ACTION LOCALIZATION

56
08 Dec 2019

Background Suppression Network for Weakly-supervised Temporal Action Localization

22 Nov 2019Pilhyeon/BaSNet-pytorch

This formulation does not fully model the problem in that background frames are forced to be misclassified as action classes to predict video-level labels accurately.

WEAKLY SUPERVISED ACTION LOCALIZATION WEAKLY-SUPERVISED TEMPORAL ACTION LOCALIZATION

40
22 Nov 2019

Human Action Recognition Using Deep Multilevel Multimodal (M2) Fusion of Depth and Inertial Sensors

25 Oct 2019zaamad/Deep-Multilevel-Multimodal-Fusion

CNNs are trained on input images of each modality to learn low-level, high-level and complex features.

TEMPORAL ACTION LOCALIZATION

1
25 Oct 2019

Symbiotic Graph Neural Networks for 3D Skeleton-based Human Action Recognition and Motion Prediction

5 Oct 2019limaosen0/Sym-GNN

For the backbone, we propose multi-branch multi-scale graph convolution networks to extract spatial and temporal features.

MOTION PREDICTION SKELETON BASED ACTION RECOGNITION

11
05 Oct 2019

Class Feature Pyramids for Video Explanation

18 Sep 2019alexandrosstergiou/Class_Feature_Visualization_Pyramid

We demonstrate the method on six state-of-the-art 3D convolution neural networks (CNNs) on three action recognition (Kinetics-400, UCF-101, and HMDB-51) and two egocentric action recognition datasets (EPIC-Kitchens and EGTEA Gaze+).

TEMPORAL ACTION LOCALIZATION

10
18 Sep 2019

Skeleton Image Representation for 3D Action Recognition based on Tree Structure and Reference Joints

11 Sep 2019carloscaetano/skeleton-images

The proposed representation has the advantage of combining the use of reference joints and a tree structure skeleton.

SKELETON BASED ACTION RECOGNITION

12
11 Sep 2019