Computational Imaging & VisAnalysis

#281: J. Peng, A. J. Aved, G. Seetharaman, and K. Palaniappan

Multiview boosting with information propagation for classification

IEEE Transactions on Neural Networks and Learning Systems, Volume 29, pgs. 657-669, 2018

@inproceedings{2018a,
  author = "J. Peng and A. J. Aved and G. Seetharaman and K. Palaniappan",
  title = "Multiview boosting with information propagation for classification",
  year = 2018,
  journal = "IEEE Transactions on Neural Networks and Learning Systems",
  volume = 29,
  number = 3,
  pages = "657-669",
  month = "Mar",
  url = "https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7805338"
}

#256: J. Peng, A. J. Aved, G. Seetharaman, and K. Palaniappan

Multiview Boosting With Information Propagation for Classification

IEEE Transactions on Neural Networks and Learning Systems, 2017

biometrics, boosting, classification, convergence, data fusion, multiarmed bandits, multiview learning

Abstract, Bibtex, PlainText, PDF, DOI, Google Scholar

@article{Peng-TNNLS-2017,
  author = "J. Peng and A. J. Aved and G. Seetharaman and K. Palaniappan",
  title = "Multiview Boosting With Information Propagation for Classification",
  year = 2017,
  journal = "IEEE Transactions on Neural Networks and Learning Systems",
  month = "Feb",
  keywords = "biometrics, boosting, classification, convergence, data fusion, multiarmed bandits, multiview learning",
  doi = "10.1109/TNNLS.2016.2637881"
}

J. Peng, A. J. Aved, G. Seetharaman, and K. Palaniappan. Multiview Boosting With Information Propagation for Classification. IEEE Transactions on Neural Networks and Learning Systems, February 2017.

#155: I. Ersoy, F. Bunyak, K. Palaniappan, and J. Peng

HEp-2 Cell Classification in IIF Images Using ShareBoost

Int. Conf. Pattern Recognition, 2012

cell detection, cell classification, features, texture, machine learning, data mining, biomedical

Abstract, Bibtex, PlainText, PDF, URL, Google Scholar

@inproceedings{Ersoy:ICPR-2012-hep2,
  author = "I. Ersoy and F. Bunyak and K. Palaniappan and J. Peng",
  title = "HEp-2 Cell Classification in IIF Images Using ShareBoost",
  year = 2012,
  booktitle = "Int. Conf. Pattern Recognition",
  keywords = "cell detection, cell classification, features, texture, machine learning, data mining, biomedical",
  url = "http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6460885"
}

I. Ersoy, F. Bunyak, K. Palaniappan, and J. Peng. HEp-2 Cell Classification in IIF Images Using ShareBoost. Int. Conf. Pattern Recognition, 2012.

#153: J. Peng, K. Palaniappan, S. Candemir, and G. Seetharaman

Kullback-Leibler divergence-based data fusion for target tracking

Int. Conf. Pattern Recognition, 2012

wami, tracking, fmv, features, motion, fusion, data mining, machine learning, dod

Abstract, Bibtex, PlainText, PDF, URL, Google Scholar

@inproceedings{JPeng:ICPR-2012,
  author = "J. Peng and K. Palaniappan and S. Candemir and G. Seetharaman",
  title = "Kullback-Leibler divergence-based data fusion for target tracking",
  year = 2012,
  booktitle = "Int. Conf. Pattern Recognition",
  keywords = "wami, tracking, fmv, features, motion, fusion, data mining, machine learning, dod",
  url = "http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=6460914"
}

J. Peng, K. Palaniappan, S. Candemir, and G. Seetharaman. Kullback-Leibler divergence-based data fusion for target tracking. Int. Conf. Pattern Recognition, 2012.

#126: J. Peng, C. Barbu, G. Seetharaman, F. Wei, X. Wu, and K. Palaniappan

ShareBoost: Boosting for multi-view learning with performance guarantees

Lecture Notes in Artificial Intelligence (ECML PKDD), Volume 6912, pgs. 597--612, 2011

machine learning, detection, classification, features, texture, data mining

Abstract, Bibtex, PlainText, PDF, URL, DOI, Google Scholar

@article{JPeng:ECML-2011,
  author = "J. Peng and C. Barbu and G. Seetharaman and F. Wei and X. Wu and K. Palaniappan",
  title = "ShareBoost: Boosting for multi-view learning with performance guarantees",
  year = 2011,
  journal = "Lecture Notes in Artificial Intelligence (ECML PKDD)",
  volume = 6912,
  pages = "597--612",
  keywords = "machine learning, detection, classification, features, texture, data mining",
  doi = "10.1007/978-3-642-23783-6_38",
  url = "http://link.springer.com/chapter/10.1007/978-3-642-23783-6_38"
}

J. Peng, C. Barbu, G. Seetharaman, F. Wei, X. Wu, and K. Palaniappan. ShareBoost: Boosting for multi-view learning with performance guarantees. Lecture Notes in Artificial Intelligence (ECML PKDD), volume 6912, pages 597--612, 2011.

5 Publications by "J. Peng"