3D Action Recognition

13 papers with code • 1 benchmarks • 3 datasets

Greatest papers with code

A System for Real-Time Interactive Analysis of Deep Learning Training

microsoft/tensorwatch 5 Jan 2020

To achieve this, we model various exploratory inspection and diagnostic tasks for deep learning training processes as specifications for streams using a map-reduce paradigm with which many data scientists are already familiar.

3D Action Recognition

Grad-CAM++: Improved Visual Explanations for Deep Convolutional Networks

jacobgil/pytorch-grad-cam 30 Oct 2017

Over the last decade, Convolutional Neural Network (CNN) models have been highly successful in solving complex vision problems.

3D Action Recognition Knowledge Distillation +1

NTU RGB+D: A Large Scale Dataset for 3D Human Activity Analysis

shahroudy/NTURGB-D CVPR 2016

Recent approaches in depth-based human activity analysis achieved outstanding performance and proved the effectiveness of 3D representation for classification of action classes.

General Classification Skeleton Based Action Recognition

Interpretable 3D Human Action Analysis with Temporal Convolutional Networks

TaeSoo-Kim/TCNActionRecognition 14 Apr 2017

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

3DV: 3D Dynamic Voxel for Action Recognition in Depth Video

3huo/3DV-Action CVPR 2020

Each available 3DV voxel intrinsically involves 3D spatial and motion feature jointly.

3D Action Recognition

BABEL: Bodies, Action and Behavior with English Labels

abhinanda-punnakkal/BABEL 17 Jun 2021

To address this, we present BABEL, a large dataset with language labels describing the actions being performed in mocap sequences.

3D Action Recognition Motion Capture +1

SkeleMotion: A New Representation of Skeleton Joint Sequences Based on Motion Information for 3D Action Recognition

carloscaetano/skeleton-images 30 Jul 2019

Due to the availability of large-scale skeleton datasets, 3D human action recognition has recently called the attention of computer vision community.

Skeleton Based Action Recognition

Investigation of Different Skeleton Features for CNN-based 3D Action Recognition

dzwallkilled/IEforAR 2 May 2017

The proposed method achieved state-of-the-art performance on NTU RGB+D dataset for 3D human action analysis.

Skeleton Based Action Recognition