Yet Another Computer Vision Index To Datasets (YACVID) - Details

Stand: 2020-05-29 000000m 16:32:39 - Overview

Attribute Current Content New
Name (Institute + Shorttitle)MSRC Kinect Gesture Dataset  
Description (include details on usage, files and paper references)The Microsoft Research Cambridge-12 Kinect gesture dataset consists of sequences of human movements, represented as body-part locations, and the associated gesture to be recognized by the system.

The dataset includes 594 sequences and 719,359 frames -approximately six hours and 40 minutes - collected from 30 people performing 12 gestures. In total, there are 6,244 gesture instances. The motion files contain tracks of 20 joints estimated using the Kinect Pose Estimation pipeline. The body poses are captured at a sample rate of 30Hz with an accuracy of about two centimeters in joint positions.

NB: Pushmeet mentioned that it was tricky to collect the data due to the immense bias in any data collection. This huge dataset needs to sample from all cultures and ages. 
URL Link 
Files (#)719359 
References (SKIPPED)
Category (SKIPPED)Gesture, Recognition 
Tags (single words, spaced)gesture, kinect, recognition, human, action 
Last Changed2020-05-29 
Turing (2.12+3.25=?) :-)