Useful data such as web for dowloading published works or ground truth are provided.
Human lying on floor datasets.
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144 872 person lying down stock photos vectors and illustrations are available royalty free.
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For both of these datasets foot annotations are limited to ankle position only.
During this work several image sequences have been acquired to obtain a dataset of static postures.
Highlights description of datasets for video based human activity and action recognition.
Lay the actor lies down on the floor.
Datasets are compared and classified.
The dataset includes around 25k images containing over 40k people with annotated body joints.
Grasp the actor walks and grasps an object from the floor.
The dataset is composed by adls activity of daily living and falls simulated by 11 young actors.
Sit the actor sits on a chair.
It consists of 6982 images with a total of 5023 falls and 2275 non falls corresponding to people in conventional situations.
Walk the actor walks back and forth.
Moreover a 3d human model has been used to acquire synthetic data for many.
Man lies down lying on floor isolated lay down isolated men lying down man on floor guy laying down man lie down people laying couple laying floor man sleeping on floor.
However graphics applications such as avatar retargeting or 3d human shape reconstruction require foot keypoints such as big toe and heel.
The following actions are part of adl category.
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Mpii human pose dataset is a state of the art benchmark for evaluation of articulated human pose estimation.
A original images with corresponding annotation files and b positive images in normalized 64x128 pixel format as used in.
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Fallen people data set fpds a novel benchmark for detecting fallen people lying on the floor.
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28 for heterogeneous and 40 for specific human actions.
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The research is described in detail in cvpr 2005 paper histograms of oriented gradients for human detection and my phd thesis the dataset is divided in two formats.
Sitting on a chair sitting on the floor.
Lying with spread legs lying with curled up legs.
Without foot information these approaches suffer from problems such as the candy wrapper effect floor.