Questions tagged [pose-estimation]

The tag has no usage guidance.

Filter by
Sorted by
Tagged with
0 votes
0 answers
17 views

Head Pose estimation using Car Interiors depth infromation

I am trying to determine head pose of a driver sitting in a car with the depth interiors of the car known to me. Is there any research work which exploits that information in determining the head pose ...
user avatar
  • 121
0 votes
0 answers
23 views

How would you match ground truths to predictions in multi-person pose estimation?

I was wondering if there are any good ways to evaluate multi-person pose estimation tasks. I know about metrics like Percentage of Detected Joints and Object Keypoint Similarity, but I was wondering ...
user avatar
  • 1
0 votes
2 answers
90 views

Are there any works that deal with 2D pose estimation in videos?

Since pose estimation is often a task where spatial-temporal context should be helpful in finding subsequent key points, I thought there should be many papers on it. However, I could not find any work ...
user avatar
1 vote
0 answers
119 views

What is the fastest multi-human pose estimation model?

I am trying to find an accurate and fast multi-person human pose estimation that I can train on with custom data. I have been searching for a little while and I may not be up-to-date on the newest ...
user avatar
  • 123
0 votes
0 answers
10 views

Evaluating a convolutional neural network on an imbalanced (academic) dataset

I have trained a posture analysis network to classify in a video of humans recorded in public places if there is a) shake-hand between two humans, b) Standing close together that their hands touch ...
user avatar
2 votes
0 answers
56 views

How can I get to a final output of shape $224 \times 224$, without FC layers, from a tensor of specific shape, in OpenPose?

I am approaching the implementation of the OpenPose algorithm for realtime human body pose estimation. According to the official paper OpenPose: Realtime Multi-Person 2D Pose Estimation using Part ...
user avatar
  • 51