Rapid Online Analysis of Local Feature Detectors and Their Complementarity

@inproceedings{Ehsan2013RapidOA,
  title={Rapid Online Analysis of Local Feature Detectors and Their Complementarity},
  author={Shoaib Ehsan and Adrian F. Clark and Klaus D. McDonald-Maier},
  booktitle={Sensors},
  year={2013}
}
A vision system that can assess its own performance and take appropriate actions online to maximize its effectiveness would be a step towards achieving the long-cherished goal of imitating humans. This paper proposes a method for performing an online performance analysis of local feature detectors, the primary stage of many practical vision systems. It advocates the spatial distribution of local image features as a good performance indicator and presents a metric that can be calculated rapidly… CONTINUE READING