Log-Gabor Filters for Image-Based Vehicle Verification

@article{Arrspide2013LogGaborFF,
  title={Log-Gabor Filters for Image-Based Vehicle Verification},
  author={Jon Arr{\'o}spide and Luis Salgado},
  journal={IEEE Transactions on Image Processing},
  year={2013},
  volume={22},
  pages={2286-2295}
}
Vehicle detection based on image analysis has attracted increasing attention in recent years due to its low cost, flexibility, and potential toward collision avoidance. In particular, vehicle verification is especially challenging on account of the heterogeneity of vehicles in color, size, pose, etc. Image-based vehicle verification is usually addressed as a supervised classification problem. Specifically, descriptors using Gabor filters have been reported to show good performance in this task… CONTINUE READING
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