Classification and identification of vehicle type and make by cortex-like image descriptor HMAX

  title={Classification and identification of vehicle type and make by cortex-like image descriptor HMAX},
  author={Bailing Zhang},
  journal={Int. J. Comput. Vis. Robotics},
  • Bailing Zhang
  • Published 2014
  • Computer Science
  • Int. J. Comput. Vis. Robotics
  • Identification of vehicle types from images is a challenging task. [...] Key Method As a visual feature expression model in cortex, HMAX integrates general beliefs about the visual system in a quantitative framework. We applied HMAX for vehicle type recognition using a database that includes over 2,000 vehicle images of 26 classes recorded from surveillance cameras involving various complex photographic conditions. Experimental results using the HMAX model and multi-layer perceptron MLP offers a classification…Expand Abstract
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