Direct Modeling of Complex Invariances for Visual Object Features

@inproceedings{Hui2013DirectMO,
  title={Direct Modeling of Complex Invariances for Visual Object Features},
  author={Ka Yu Hui},
  booktitle={ICML},
  year={2013}
}
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
Highly Cited
This paper has 26 citations. REVIEW CITATIONS

From This Paper

Figures, tables, and topics from this paper.
20 Citations
29 References
Similar Papers

Citations

Publications citing this paper.
Showing 1-10 of 20 extracted citations

References

Publications referenced by this paper.
Showing 1-10 of 29 references

Similar Papers

Loading similar papers…