A discriminative learning framework with pairwise constraints for video object classification

@article{Yan2004ADL,
  title={A discriminative learning framework with pairwise constraints for video object classification},
  author={Rong Yan and Jian Zhang and Jie Yang and Alexander G. Hauptmann},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year={2004},
  volume={28},
  pages={578-593}
}
To deal with the problem of insufficient labeled data in video object classification, one solution is to utilize additional pairwise constraints that indicate the relationship between two examples, i.e., whether these examples belong to the same class or not. In this paper, we propose a discriminative learning approach which can incorporate pairwise… CONTINUE READING

9 Figures & Tables

Topics

Statistics

01020'05'07'09'11'13'15'17
Citations per Year

121 Citations

Semantic Scholar estimates that this publication has 121 citations based on the available data.

See our FAQ for additional information.