Evaluation of 3D Interest Point Detection Techniques

@inproceedings{Dutagaci2011EvaluationO3,
  title={Evaluation of 3D Interest Point Detection Techniques},
  author={Helin Dutagaci and Chun Pan Cheung and Afzal Godil},
  booktitle={3DOR},
  year={2011}
}
In this paper, we compare the results of five 3D interest point detection techniques to the interest points marked by human subjects. This comparison is used to quantitatively evaluate the interest point detection algorithms. We asked human subjects to look at a number of 3D models, and mark interest points on the models via a web-based interface. We propose a voting-based method to construct ground truth out of humans’ selections of interest points. Evaluation measures, namely False Positive… CONTINUE READING