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Multimodal Activity Recognition

8 papers with code · Computer Vision

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Moments in Time Dataset: one million videos for event understanding

9 Jan 2018metalbubble/moments_models

We present the Moments in Time Dataset, a large-scale human-annotated collection of one million short videos corresponding to dynamic events unfolding within three seconds.

ACTION RECOGNITION MULTIMODAL ACTIVITY RECOGNITION

Interpretable 3D Human Action Analysis with Temporal Convolutional Networks

14 Apr 2017TaeSoo-Kim/TCNActionRecognition

In this work, we propose to use a new class of models known as Temporal Convolutional Neural Networks (TCN) for 3D human action recognition.

MULTIMODAL ACTIVITY RECOGNITION SKELETON BASED ACTION RECOGNITION

Cross-modal Learning by Hallucinating Missing Modalities in RGB-D Vision

Multimodal Scene Understanding Algorithms, Applications and Deep Learning 2019 ncgarcia/modality-distillation

We report state-of-the-art or comparable results on video action recognition on the largest multimodal dataset available for this task, the NTU RGB+D, as well as on the UWA3DII and Northwestern-UCLA.

ACTION RECOGNITION MULTIMODAL ACTIVITY RECOGNITION SKELETON BASED ACTION RECOGNITION

EV-Action: Electromyography-Vision Multi-Modal Action Dataset

20 Apr 2019wanglichenxj/EV-Action-Electromyography-Vision-Multi-Modal-Action-Dataset

To make up this, we introduce a new, large-scale EV-Action dataset in this work, which consists of RGB, depth, electromyography (EMG), and two skeleton modalities.

ACTION RECOGNITION ELECTROMYOGRAPHY (EMG) MULTIMODAL ACTIVITY RECOGNITION