Direct Modeling of Complex Invariances for Visual Object Features

  title={Direct Modeling of Complex Invariances for Visual Object Features},
  author={Ka Yu Hui},
View-invariant object representations created from feature pooling networks have been widely adopted in state-of-the-art visual recognition systems. Recently, the research community seeks to improve these view-invariant representations further by additional invariance and receptive field learning, or by taking on the challenge of processing massive amounts of learning data. In this paper we consider an alternate strategy of directly modeling complex invariances of object features. While this… CONTINUE READING
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