Real-time Accurate Object Detection using Multiple Resolutions

  title={Real-time Accurate Object Detection using Multiple Resolutions},
  author={Wei Zhang and Gregory J. Zelinsky and Dimitris Samaras},
  journal={2007 IEEE 11th International Conference on Computer Vision},
We propose a multi-resolution framework inspired by human visual search for general object detection. Different resolutions are represented using a coarse-to-fine feature hierarchy. During detection, the lower resolution features are initially used to reject the majority of negative windows at relatively low cost, leaving a relatively small number of windows to be processed in higher resolutions. This enables the use of computationally more expensive higher resolution features to achieve high… CONTINUE READING
Highly Influential
This paper has highly influenced 11 other papers. REVIEW HIGHLY INFLUENTIAL CITATIONS
Highly Cited
This paper has 181 citations. REVIEW CITATIONS

9 Figures & Tables



Citations per Year

182 Citations

Semantic Scholar estimates that this publication has 182 citations based on the available data.

See our FAQ for additional information.