Papers with Code 아카이브

Skeleton Based Action Recognition

태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.

하위 태스크
0
평가표
34
보존된 평가 기록
415

Skeleton-based Action Recognition is a computer vision task that involves recognizing human actions from a sequence of 3D skeletal joint data captured from sensors such as Microsoft Kinect, Intel RealSense, and wearable devices. The goal of skeleton-based action recognition is to develop algorithms that can understand and classify human actions from skeleton data, which can be used in various applications such as human-computer interaction, sports analysis, and surveillance.

<span style="color:grey; opacity: 0.6">( Image credit: View Adaptive Neural Networks for High Performance Skeleton-based Human Action Recognition )</span>

평가 결과

데이터셋과 평가 조건을 선택해 성능·논문·코드를 비교하세요. 보존된 Papers with Code 기록으로, 최신 순위는 아닙니다.

NTU RGB+D

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 135건

NTU RGB+D 120

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 83건

Kinetics-Skeleton dataset

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 42건

N-UCLA

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 25건

J-HMDB

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 13건

SBU / SBU-Refine

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 9건

SYSU 3D

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 9건

UAV-Human

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 9건

CAD-120

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 8건

Florence 3D

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 7건

UT-Kinect

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 7건

Varying-view RGB-D Action-Skeleton

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 7건

JHMDB (2D poses only)

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 6건

First-Person Hand Action Benchmark

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 4건

Gaming 3D (G3D)

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 4건

H2O (2 Hands and Objects)

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 4건

MSR Action3D

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 4건

PKU-MMD

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 4건

JHMDB Pose Tracking

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 3건

NTU60-X

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 3건

UPenn Action

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 3건

UWA3D

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 3건

Drive&Act

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 2건

HMDB51

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 2건

J-HMBD Early Action

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 2건

MSRC-12

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 2건

TCG-dataset

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 2건

HDM05

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 1건

Kinetics-400

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 1건

MSR ActionPairs

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 1건

Skeletics-152

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 1건

Skeleton-Mimetics

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 1건

UCF101

원본 태스크: Activity Recognition / Action Recognition / 3D Action Recognition / Skeleton Based Action Recognition

평가 기록 1건

출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.