Bird Part Localization Using Exemplar-Based Models with Enforced Pose and Subcategory Consistency

@article{Liu2013BirdPL,
  title={Bird Part Localization Using Exemplar-Based Models with Enforced Pose and Subcategory Consistency},
  author={Jiongxin Liu and Peter N. Belhumeur},
  journal={2013 IEEE International Conference on Computer Vision},
  year={2013},
  pages={2520-2527}
}
In this paper, we propose a novel approach for bird part localization, targeting fine-grained categories with wide variations in appearance due to different poses (including aspect and orientation) and subcategories. As it is challenging to represent such variations across a large set of diverse samples with tractable parametric models, we turn to individual exemplars. Specifically, we extend the exemplar-based models in [4] by enforcing pose and subcategory consistency at the parts. During… CONTINUE READING
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