Coding of Signal Distances

The Data Compression Conference (DCC) 2013 is happening right now, and tomorrow I’ll be presenting a new paper that I co-authored with Shantanu Rane titled “Efficient Coding of Signal Distances Using Universal Quantized Embeddings” [1]. This is continuation of earlier work on coding of distances [2].

Continue reading Coding of Signal Distances

[1]

P. T. Boufounos and S. Rane, “Efficient Coding of Signal Distances Using Universal Quantized Embeddings,” Proc. Data Compression Conference (DCC), Snowbird, UT, March 20-22, 2013.

[preprint] [Bibtex]

@inproceedings{BR_DCC13,
  Address =   {Snowbird, UT},
  Author =   {Boufounos, P. T. and Rane, S.},
  Booktitle =   {Proc. Data Compression Conference (DCC)},
  Pdf =     {http://boufounos.com/Publications/BR_DCC2013.pdf},
  doi =          {10.1109/DCC.2013.33},
  url =          {http://doi.org/10.1109/DCC.2013.33},
  Month =   {March 20-22},
  Title =   {Efficient Coding of Signal Distances Using Universal Quantized Embeddings},
  Year =   {2013}
}

[2]

M. Li, S. Rane, and P. T. Boufounos, “Quantized embeddings of scale-invariant image features for mobile augmented reality,” IEEE 14th International Workshop on Multimedia Signal Processing (MMSP), Banff, Canada, Sept. 17-19, 2012, Top 10% paper award.

[preprint] [Bibtex]

@inproceedings{LRB_MMSP12,
  Address =   {Banff, Canada},
  Author =   {Li, M. and Rane, S. and Boufounos, P. T.},
  Booktitle =   {IEEE 14th International Workshop on Multimedia Signal Processing (MMSP)},
  Month =   {Sept. 17-19},
  Pdf =     {http://boufounos.com/Publications/LRB_MMSP12.pdf},
  url =     {http://doi.org/10.1109/MMSP.2012.6343406},
  doi =     {10.1109/MMSP.2012.6343406},
  Title =   {Quantized embeddings of scale-invariant image features for mobile augmented reality},
  Year =   {2012},
  Note =   {Top 10% paper award}
}

Publication List Updated

After another long delay I the publication list is now up-to-date. Here is a list of the updates:

  1. A number of submitted papers are now accepted or published (e.g.  [1, 2]).
  2. Three old ICASSP papers [3, 4, 5] have since appeared on IEEE Xplore. Links and bibtex have been updated.
  3. Added an International Geoscience and Remote Sensing Symposium (IGARSS) paper on pan-sharpening [6], continuing our earlier work in [5].
  4. Added our APPROX 2012 paper on sublinear off-grid sparse frequency recovery [7].
  5. Added our paper from the 14th International Workshop on Multimedia Signal Processing (MMSP) on quantized embeddings [8]. The paper got a top 10% paper award in the workshop!
  6. Added our latest tutorial paper on methods for privacy-preserving nearest-neighbor computation [9]. The paper appears in the March 2013 issue of the IEEE Signal Processing Magazine.

 

[1]

L. Jacques, J. N. Laska, P. T. Boufounos, and R. G. Baraniuk, “Robust 1-Bit Compressive Sensing via Binary Stable Embeddings of Sparse Vectors,” IEEE Trans. Info. Theory, v. 59, no. 4, April, 2013.

[preprint] [arXiv] [Bibtex]

@article{JLBB_TIT13,
  Arxivurl =   {http://arxiv.org/abs/1104.3160},
  Author =   {Jacques, L. and Laska, J. N. and Boufounos, P. T. and Baraniuk, R. G.},
  Journal =   {IEEE Trans. Info. Theory},
  Pdf =     {http://boufounos.com/Publications/JLBB_BSE.pdf},
  Title =   {Robust 1-Bit Compressive Sensing via Binary Stable Embeddings of Sparse Vectors},
  Url =     {http://doi.org/10.1109/TIT.2012.2234823},
  Doi =     {10.1109/TIT.2012.2234823},
  volume =   {59},
  number =   {4},
  Month =   {April},
  Year =   {2013}
}

[2]

S. Bahmani, B. Raj, and P. T. Boufounos, “Greedy Sparsity-Constrained Optimization,” Journal of Machine Learning Research, v. 14, pp. 807-841, March, 2013.

[preprint] [arXiv] [Bibtex]

@article{BRB_JMLR13_GraSP,
  Arxivurl =   {http://arxiv.org/abs/1203.5483},
  Author =   {Bahmani, S. and Raj, B. and Boufounos, P. T.},
  Month =   {March},
  Journal =   {Journal of Machine Learning Research},
  Url =     {http://jmlr.csail.mit.edu/papers/v14/bahmani13a.html},
  Pdf =     {http://boufounos.com/Publications/BRB_GraSP.pdf},
  Title =   {Greedy Sparsity-Constrained Optimization},
  Year =   2013,
  volume =   14,
  pages =   {807--841}
}

[3]

P. T. Boufounos, “Depth Sensing Using Active Coherent Illumination,” Proc. IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP), Kyoto, Japan, March 25-30, 2012.

[preprint] [Bibtex]

@inproceedings{B_ICASSP12_DS,
  Address =   {Kyoto, Japan},
  Author =   {Boufounos, P. T.},
  Booktitle =   {Proc. IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP)},
  Month =   {March 25-30},
  Pdf =     {http://boufounos.com/Publications/B_ICASSP12_Depth.pdf},
  Url =     {http://doi.org/10.1109/ICASSP.2012.6289146},
  Doi =     {10.1109/ICASSP.2012.6289146},
  Title =   {Depth Sensing Using Active Coherent Illumination},
  Year =   {2012}
}

[4]

S. R. Schnelle, J. P. Slavinsky, P. T. Boufounos, M. A. Davenport, and R. G. Baraniuk, “A Compressive Phase-Locked Loop,” Proc. IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP), Kyoto, Japan, March 25-30, 2012.

[preprint] [Bibtex]

@inproceedings{SSBDB_ICASSP12_PLL,
  Address =   {Kyoto, Japan},
  Author =   {Schnelle, S. R. and Slavinsky, J. P. and Boufounos, P. T. and Davenport, M. A. and Baraniuk, R. G.},
  Booktitle =   {Proc. IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP)},
  Month =   {March 25-30},
  Pdf =     {http://boufounos.com/Publications/SSBDB_ICASSP12_PLL.pdf},
  Url =     {http://doi.org/10.1109/ICASSP.2012.6288519},
  doi =     {10.1109/ICASSP.2012.6288519},
  Title =   {A Compressive Phase-Locked Loop},
  Year =   {2012}
}

[5]

D. Liu and P. T. Boufounos, “Dictionary Learning Based Pan-Sharpening,” Proc. IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP), Kyoto, Japan, March 25-30, 2012.

[preprint] [Bibtex]

@inproceedings{LB_ICASSP12_DLPS,
  Address =   {Kyoto, Japan},
  Author =   {Liu, D. and Boufounos, P. T.},
  Booktitle =   {Proc. IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP)},
  Month =   {March 25-30},
  Pdf =     {http://boufounos.com/Publications/LB_ICASSP12_DLPS.pdf},
  Url =     {http://doi.org/10.1109/ICASSP.2012.6288398},
  Doi =     {10.1109/ICASSP.2012.6288398},
  Title =   {Dictionary Learning Based Pan-Sharpening},
  Year =   {2012}
}

[6]

D. Liu and P. T. Boufounos, “Pan-Sharpening with Multi-scale Wavelet Dictionary,” Proc. International Geoscience and Remote Sensing Symposium (IGARSS), Munich, Germany, July 22-27, 2012.

[preprint] [Bibtex]

@inproceedings{LB_IGARSS12,
  Address =   {Munich, Germany},
  Author =   {Liu, D. and Boufounos, P. T.},
  Booktitle =   {Proc. International Geoscience and Remote Sensing Symposium (IGARSS)},
  Month =   {July 22-27},
  Pdf =     {http://boufounos.com/Publications/LB_IGARSS12.pdf},
  Url =     {http://doi.org/10.1109/IGARSS.2012.6352377},
  Doi =     {10.1109/IGARSS.2012.6352377},
  Title =   {Pan-Sharpening with Multi-scale Wavelet Dictionary},
  Year =   {2012}
}

[7]

P. Boufounos, V. Cevher, A. C. Gilbert, Y. Li, and M. J. Strauss, “What’s the Frequency, Kenneth?: Sublinear Fourier Sampling Off the Grid,” Algorithms and Techniques Lecture Notes in Computer Science, Proceedings of RANDOM/APPROX 2012, v. 7408, Boston, MA, August 15-17, 2012.

[preprint] [Bibtex]

@inproceedings{BCGLS_APPROX12_Kenneth,
  Address =   {Boston, MA},
  Author =   {Boufounos, P. and Cevher, V. and Gilbert, A.C. and Li, Y. and Strauss, M. J.},
  Booktitle =   {Algorithms and Techniques Lecture Notes in Computer Science, Proceedings of RANDOM/APPROX 2012},
  Volume =   {7408},
  Month =   {August 15-17},
  Pdf =     {http://boufounos.com/Publications/BCGLS_APPROX12_Kenneth.pdf},
  url =     {http://doi.org/10.1007/978-3-642-32512-0_6},
  doi =     {10.1007/978-3-642-32512-0_6},
  Title =   {What's the Frequency, Kenneth?: Sublinear Fourier Sampling Off the Grid},
  Year =   {2012}
}

[8]

M. Li, S. Rane, and P. T. Boufounos, “Quantized embeddings of scale-invariant image features for mobile augmented reality,” IEEE 14th International Workshop on Multimedia Signal Processing (MMSP), Banff, Canada, Sept. 17-19, 2012, Top 10% paper award.

[preprint] [Bibtex]

@inproceedings{LRB_MMSP12,
  Address =   {Banff, Canada},
  Author =   {Li, M. and Rane, S. and Boufounos, P. T.},
  Booktitle =   {IEEE 14th International Workshop on Multimedia Signal Processing (MMSP)},
  Month =   {Sept. 17-19},
  Pdf =     {http://boufounos.com/Publications/LRB_MMSP12.pdf},
  url =     {http://doi.org/10.1109/MMSP.2012.6343406},
  doi =     {10.1109/MMSP.2012.6343406},
  Title =   {Quantized embeddings of scale-invariant image features for mobile augmented reality},
  Year =   {2012},
  Note =   {Top 10% paper award}
}

[9]

S. Rane and P. T. Boufounos, “Privacy-Preserving Nearest Neighbor Methods: Comparing Signals Without Revealing Them,” IEEE Signal Processing Magazine, March, 2013.

[preprint] [Bibtex]

@article{RB_SPM13_PPNN,
  Author =   {Rane, S. and Boufounos, P. T.},
  Month =   {March},
  Journal =   {IEEE Signal Processing Magazine},
  Pdf =     {http://boufounos.com/Publications/RB_SPM13_PPNN.pdf},
  Url =     {http://doi.org/10.1109/MSP.2012.2230221},
  Doi =     {10.1109/MSP.2012.2230221},
  Title =   {Privacy-Preserving Nearest Neighbor Methods: Comparing Signals Without Revealing Them},
  Year =   {2013}
}