A Comprehensive Evaluation Framework and a Comparative Study for Human Detectors.
Hussein, M.; Porikli, F.; and Davis, L.
, 10(3): 417–427. 2009.
doi
link
bibtex
abstract
@article{hussein_comprehensive_2009,
title = {A Comprehensive Evaluation Framework and a Comparative Study for Human Detectors},
volume = {10},
rights = {All rights reserved},
issn = {1524-9050},
doi = {10.1109/TITS.2009.2026670},
abstract = {We introduce a framework for evaluating human detectors that considers the practical application of a detector on a full image using multisize sliding-window scanning. We produce detection error tradeoff ({DET}) curves relating the miss detection rate and the false-alarm rate computed by deploying the detector on cropped windows and whole images, using, in the latter, either image resize or feature resize. Plots for cascade classifiers are generated based on confidence scores instead of on variation of the number of layers. To assess a method's overall performance on a given test, we use the average log miss rate ({ALMR}) as an aggregate performance score. To analyze the significance of the obtained results, we conduct 10-fold cross-validation experiments. We applied our evaluation framework to two state-of-the-art cascade-based detectors on the standard {INRIA} person dataset and a local dataset of near-infrared images. We used our evaluation framework to study the differences between the two detectors on the two datasets with different evaluation methods. Our results show the utility of our framework. They also suggest that the descriptors used to represent features and the training window size are more important in predicting the detection performance than the nature of the imaging process, and that the choice between resizing images or features can have serious consequences.},
pages = {417--427},
number = {3},
journaltitle = {{IEEE} Transactions on Intelligent Transportation Systems},
author = {Hussein, M. and Porikli, F. and Davis, L.},
date = {2009-09},
year = {2009},
keywords = {Aggregates, average log miss rate, Cascade, cascade classifier, comprehensive evaluation framework, cropped window, {DET} curve, detection error tradeoff, evaluation, false-alarm rate, feature resize, Histograms, histograms of oriented gradients ({HOGs}), human detection, human detector, Humans, image classification, image resize, Infrared detectors, infrared imaging, {INRIA} person dataset, Intelligent transportation systems, Intelligent vehicles, Laboratories, miss detection rate, multisize sliding-window scanning, near infrared, near-infrared image, object detection, Optical imaging, region covariance, Testing, Vehicle detection},
file = {IEEE Xplore Abstract Record:C\:\\Users\\Mohamed Hussein\\Zotero\\storage\\EUYURI2J\\5169850.html:text/html}
}
We introduce a framework for evaluating human detectors that considers the practical application of a detector on a full image using multisize sliding-window scanning. We produce detection error tradeoff (DET) curves relating the miss detection rate and the false-alarm rate computed by deploying the detector on cropped windows and whole images, using, in the latter, either image resize or feature resize. Plots for cascade classifiers are generated based on confidence scores instead of on variation of the number of layers. To assess a method's overall performance on a given test, we use the average log miss rate (ALMR) as an aggregate performance score. To analyze the significance of the obtained results, we conduct 10-fold cross-validation experiments. We applied our evaluation framework to two state-of-the-art cascade-based detectors on the standard INRIA person dataset and a local dataset of near-infrared images. We used our evaluation framework to study the differences between the two detectors on the two datasets with different evaluation methods. Our results show the utility of our framework. They also suggest that the descriptors used to represent features and the training window size are more important in predicting the detection performance than the nature of the imaging process, and that the choice between resizing images or features can have serious consequences.
A Hardware Filesystem Implementation with Multi-Disk Support.
Mendon, A.; Schmidt, A. G.; and Sass, R.
International Journal of Reconfigurable Computing. 2009.
link
bibtex
@article{mendon2009a,
author = {Ashwin Mendon and Andrew G. Schmidt and Ron Sass},
journal = {International Journal of Reconfigurable Computing},
publisher = {Hindawi Publishing Corporation},
title = {A Hardware Filesystem Implementation with Multi-Disk Support},
year = {2009}}
A detailed study of word-position effects on emotion expression in speech.
Kim, J.; Lee, S.; and Narayanan, S. S.
In
Proceedings of InterSpeech, Brighton, UK, Sep 2009.
link
bibtex
@inproceedings{kim09_interspeech,
address = {Brighton, UK},
author = {Kim, Jangwon and Lee, Sungbok and Narayanan, Shrikanth S.},
bib2html_rescat = {emotion},
booktitle = {Proceedings of InterSpeech},
keyword = {EMOTION, SPAN},
link = {http://sail.usc.edu/publications/files/KimInterSpeech2009.pdf},
month = {Sep},
title = {A detailed study of word-position effects on emotion expression in speech},
year = {2009}
}
A divide-and-conquer approach to latent perceptual indexing of audio for large web 2.0 applications.
Sundaram, S.; and Narayanan, S. S.
In
Proceedings of the International Conference on Multimedia Expo (ICME), pages 466-469, Cancun, Mexico, Jun 2009.
doi
link
bibtex
@inproceedings{proc_shiva:divideconquerwebapp:icme09,
address = {Cancun, Mexico},
author = {Sundaram, Shiva and Narayanan, Shrikanth S.},
bib2html_rescat = {},
booktitle = {Proceedings of the International Conference on Multimedia Expo (ICME)},
doi = {https://doi.org/10.1109/icme.2009.5202535},
link = {http://sail.usc.edu/publications/files/SundaramICME2009.pdf},
month = {Jun},
pages = {466-469},
title = {A divide-and-conquer approach to latent perceptual indexing of audio for large web 2.0 applications},
year = {2009}
}
A federated experiment environment for emulab-based testbeds.
Faber, T.; and Wroclawski, J.
In
5th International ICST Conference on Testbeds and Research Infrastructures for the Development of Networks and Communities (TRIDENTCOM 2009), pages 1–10, April 2009. IEEE, IEEE
link
bibtex
A low-complexity dynamic face-voice feature fusion approach to multimodal person recognition.
Shah, D.; Han, K. J.; and Narayanan, S. S.
In
Proceedings of the IEEE International Symposium on Multimedia (ISM), San Diego, California, Dec 2009.
doi
link
bibtex
@inproceedings{Shah2009Alow-complexitydynamicface-voice,
address = {San Diego, California},
author = {Shah, Dhaval and Han, Kyu Jeong and Narayanan, Shrikanth S.},
bib2html_rescat = {mica},
booktitle = {Proceedings of the IEEE International Symposium on Multimedia (ISM)},
doi = {10.1109/ISM.2009.78},
link = {http://sail.usc.edu/publications/files/shahism2009.pdf},
month = {Dec},
title = {A low-complexity dynamic face-voice feature fusion approach to multimodal person recognition},
year = {2009}
}
A new PAGE in understanding complex traits: study design for analysis of Population Architecture using Genomics and Epidemiology (abstract 1781).
Matise, T. C.; Ambite, J. L.; Cole, S. A.; Crawford, D. C.; Haiman, C. A.; Kooperberg, C.; Marchand, L. L.; Manolio, T. A.; North, K. E.; Peters, U.; Ritchie, M. D.; Hindorff, L. A.; Haines, J. L.; and for PAGE
In
59th Annual Meeting of The American Society of Human Genetics, Honolulu, HI, 2009.
Abstract + Poster
link
bibtex
@InProceedings{matise2009:ASHG,
author = {T. C. Matise and J. L. Ambite and S. A. Cole and D. C. Crawford and C. A. Haiman and C. Kooperberg and L. Le Marchand and T. A. Manolio and K. E. North and U. Peters and M. D. Ritchie and L. A. Hindorff and J. L. Haines and {for PAGE}},
title = {A new {PAGE} in understanding complex traits: study design for analysis of Population Architecture using Genomics and Epidemiology (abstract 1781)},
booktitle = {59th Annual Meeting of The American Society of Human Genetics},
year = {2009},
address = {Honolulu, HI},
note = {Abstract + Poster}
}
A new perspective on the hydroclimate variability in northern South America during the Little Ice Age.
Reuter, J.; Stott, L.; Khider, D.; Sinha, A.; Cheng, H.; and Edwards, R L.
Geophysical Research Letters, 36(21). 2009.
Paper
doi
link
bibtex
1 download
@article{reuter_new_2009,
title = {A new perspective on the hydroclimate variability in northern {South} {America} during the {Little} {Ice} {Age}},
volume = {36},
url = {https://github.com/khider/khider.github.io/blob/master/papers/reuter2009.pdf},
doi = {10.1029/2009GL041051},
number = {21},
journal = {Geophysical Research Letters},
author = {Reuter, Justin and Stott, Lowell and Khider, Deborah and Sinha, Ashish and Cheng, Hai and Edwards, R Lawrence},
year = {2009},
}
A review of ASR technologies for childrens speech.
Gerosa, M.; Giuliani, D.; Narayanan, S. S.; and Potamianos, A.
In
Proceedings of the Workshop on Child, Computer and Interaction, Cambridge, MA, Nov 2009.
doi
link
bibtex
@inproceedings{gerosa09_wocci,
address = {Cambridge, MA},
author = {Gerosa, Matteo and Giuliani, Diego and Narayanan, Shrikanth S. and Potamianos, Alexandros},
booktitle = {Proceedings of the Workshop on Child, Computer and Interaction},
doi = {10.1145/1640377.1640384},
keyword = {childrens speech analysis, childrens speech recognition, spoken dialogue},
link = {http://sail.usc.edu/publications/files/gerosawocci2009.pdf},
month = {Nov},
title = {A review of ASR technologies for childrens speech},
year = {2009}
}
A robust harmony structure modeling scheme for classical music opus identification.
Kim, S.; Georgiou, P.; and Narayanan, S. S.
In
Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pages 1961-1964, Taipei, Taiwan, Apr 2009.
doi
link
bibtex
@inproceedings{proc_samuel:harmonystructure:icassp09,
address = {Taipei, Taiwan},
author = {Kim, Samuel and Georgiou, Panayiotis and Narayanan, Shrikanth S.},
bib2html_rescat = {},
booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
doi = {10.1109/ICASSP.2009.4959995},
link = {http://sail.usc.edu/publications/files/kimicassp2009[1].pdf},
month = {Apr},
pages = {1961-1964},
title = {A robust harmony structure modeling scheme for classical music opus identification},
year = {2009}
}
A scientific workflow construction command line.
Groth, P. T.; and Gil, Y.
In Conati, C.; Bauer, M.; Oliver, N.; and Weld, D. S., editor(s),
Proceedings of the 14th International Conference on Intelligent User Interfaces, IUI 2009, Sanibel Island, Florida, USA, February 8-11, 2009, pages 445–450, 2009. ACM
Paper
doi
link
bibtex
@inproceedings{DBLP:conf/iui/GrothG09,
author = {Paul T. Groth and
Yolanda Gil},
editor = {Cristina Conati and
Mathias Bauer and
Nuria Oliver and
Daniel S. Weld},
title = {A scientific workflow construction command line},
booktitle = {Proceedings of the 14th International Conference on Intelligent User
Interfaces, {IUI} 2009, Sanibel Island, Florida, USA, February 8-11,
2009},
pages = {445--450},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1502650.1502716},
doi = {10.1145/1502650.1502716},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iui/GrothG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
A semi-supervised learning approach to online audio background detection.
Chu, S.; Narayanan, S. S.; and Kuo, C. J.
In
Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pages 1629-1632, Taipei, Taiwan, Apr 2009.
doi
link
bibtex
@inproceedings{Chu2009Asemi-supervisedlearningapproach,
address = {Taipei, Taiwan},
author = {Chu, Selina and Narayanan, Shrikanth S. and Kuo, C.-C. Jay},
bib2html_rescat = {},
booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
doi = {10.1109/ICASSP.2009.4959912},
link = {http://sail.usc.edu/publications/files/chuicassp2009.pdf},
month = {Apr},
pages = {1629-1632},
title = {A semi-supervised learning approach to online audio background detection},
year = {2009}
}
AIREN: A Novel Integration of On-Chip and Off-Chip FPGA Networks.
Schmidt, A. G.; Kritikos, W. V.; Sharma, R. R.; and Sass, R.
In
Proceedings of the 17th Annual IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM\textquoteright09), 2009. IEEE Computer Society
link
bibtex
@inproceedings{schmidt2009a,
author = {Andrew G. Schmidt and William V. Kritikos and Rahul R. Sharma and Ron Sass},
booktitle = {Proceedings of the 17th Annual IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM{\textquoteright}09)},
publisher = {IEEE Computer Society},
title = {AIREN: A Novel Integration of On-Chip and Off-Chip FPGA Networks},
year = {2009}}
Accelerated 3D MRI of vocal tract shaping using compressed sensing and parallel imaging.
Kim, Y.; Narayanan, S. S.; and Nayak, K. S.
In
Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pages 389-392, Taipei, Taiwan, Apr 2009.
doi
link
bibtex
@inproceedings{proc_yoon:mrivocaltract:icassp09,
address = {Taipei, Taiwan},
author = {Kim, Yoon-Chul and Narayanan, Shrikanth S. and Nayak, Krishna S.},
bib2html_rescat = {},
booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
doi = {10.1109/ICASSP.2009.4959602},
link = {http://sail.usc.edu/publications/files/kimicassp2009[2].pdf},
month = {Apr},
pages = {389-392},
title = {Accelerated 3D MRI of vocal tract shaping using compressed sensing and parallel imaging},
year = {2009}
}
Accelerated 3D upper airway MRI using compressed sensing.
Kim, Y.; Narayanan, S. S.; and Nayak, K. S.
Magnetic Resonance in Medicine, 61(6): 1434-1440. Jun 2009.
doi
link
bibtex
@article{Kim2009Accelerated3Dupperairway,
author = {Kim, Yoon-Chul and Narayanan, Shrikanth S. and Nayak, Krishna S.},
bib2html_rescat = {},
doi = {10.1002/mrm.21953},
journal = {Magnetic Resonance in Medicine},
link = {http://sail.usc.edu/publications/files/KimMRM2009.pdf},
month = {Jun},
number = {6},
pages = {1434-1440},
title = {Accelerated 3D upper airway MRI using compressed sensing},
volume = {61},
year = {2009}
}
Accelerating Particle Image Velocimetry Using Hybrid Architectures.
Venugopalan, V.; Patterson, C.; and Shinpaugh, K.
In
Symposium on Application Accelerators in High-Performance Computing (SAAHPC), July 2009.
link
bibtex
@inproceedings{Venugopal2009Accelerati,
author = {Venugopalan, Vivek and Patterson, Cameron and Shinpaugh, Kevin},
booktitle = {{Symposium on Application Accelerators in High-Performance Computing (SAAHPC)}},
date-added = {2020-01-15 12:02:05 -0500},
date-modified = {2020-01-15 12:02:05 -0500},
keywords = {particle image velocimetry, GPGPU, FPGA cluster computing},
month = jul,
title = {{Accelerating Particle Image Velocimetry Using Hybrid Architectures}},
year = {2009},
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Accurately measuring denial of service in simulation and testbed experiments.
Mirkovic, J.; Hussain, A.; Fahmy, S.; Reiher, P.; and Thomas, R. K
IEEE Transactions on Dependable and Secure Computing, 6(2): 81–95. 2009.
link
bibtex
@article{mirkovic2009accurately,
title={Accurately measuring denial of service in simulation and testbed experiments},
author={Mirkovic, Jelena and Hussain, Alefiya and Fahmy, Sonia and Reiher, Peter and Thomas, Roshan K},
journal={IEEE Transactions on Dependable and Secure Computing},
volume={6},
number={2},
pages={81--95},
year={2009},
publisher={IEEE}
}
Adaptive Workflow Processing and Execution in Pegasus.
Lee, K.; Paton, N. W.; Sakellariou, R.; Deelman, E.; Fernandes, A. A. A.; and Mehta, G.
Concurrency and Computation: Practice and Experience, 21(16): 1965-1981. 2009.
Paper
link
bibtex
@Article{ lee2009adaptive,
Author = {Kevin Lee and Norman W. Paton and Rizos Sakellariou and
Ewa Deelman and Alvaro A. A. Fernandes and Gaurang Mehta},
URL = {http://pegasus.isi.edu/publications/2009/CCPE-2009.pdf},
Title = {Adaptive Workflow Processing and Execution in Pegasus},
Journal = {Concurrency and Computation: Practice and Experience},
Volume = {21},
Number = {16},
Pages = {1965-1981},
Year = {2009}
}
Algorithmic issues in visual object recognition.
Hussein, M. E. A.
. 2009.
Paper
link
bibtex
abstract
@article{hussein_algorithmic_2009,
title = {Algorithmic issues in visual object recognition},
rights = {All rights reserved},
url = {http://drum.lib.umd.edu/handle/1903/9960},
abstract = {This thesis is divided into two parts covering two aspects of
research in the area of visual object recognition.
Part I is about human detection in still images. Human
detection is a challenging computer vision task due to the wide
variability in human visual appearances and body poses. In this
part, we present several enhancements to human detection
algorithms. First, we present an extension to the integral
images framework to allow for constant time computation of
non-uniformly weighted summations over rectangular regions
using a bundle of integral images. Such computational element
is commonly used in constructing gradient-based feature
descriptors, which are the most successful in shape-based human
detection. Second, we introduce deformable features as an
alternative to the conventional static features used in
classifiers based on boosted ensembles. Deformable features can
enhance the accuracy of human detection by adapting to pose
changes that can be described as translations of body features.
Third, we present a comprehensive evaluation framework for
cascade-based human detectors. The presented framework
facilitates comparison between cascade-based detection
algorithms, provides a confidence measure for result, and
deploys a practical evaluation scenario.
Part {II} explores the possibilities of enhancing the speed of
core algorithms used in visual object recognition using the
computing capabilities of Graphics Processing Units ({GPUs}).
First, we present an implementation of Graph Cut on {GPUs}, which
achieves up to 4x speedup against compared to a {CPU}
implementation. The Graph Cut algorithm has many applications
related to visual object recognition such as segmentation and
3D point matching. Second, we present an efficient sparse
approximation of kernel matrices for {GPUs} that can
significantly speed up kernel based learning algorithms, which
are widely used in object detection and recognition. We present
an implementation of the Affinity Propagation clustering
algorithm based on this representation, which is about 6 times
faster than another {GPU} implementation based on a conventional
sparse matrix representation.},
author = {Hussein, Mohamed Elsayed Ahmed},
urldate = {2019-05-01},
year = {2009},
langid = {english},
file = {Full Text PDF:C\:\\Users\\Mohamed Hussein\\Zotero\\storage\\HS8EQ9WQ\\Hussein - 2009 - Algorithmic issues in visual object recognition.pdf:application/pdf;Snapshot:C\:\\Users\\Mohamed Hussein\\Zotero\\storage\\NTJX8NPJ\\9960.html:text/html}
}
This thesis is divided into two parts covering two aspects of research in the area of visual object recognition. Part I is about human detection in still images. Human detection is a challenging computer vision task due to the wide variability in human visual appearances and body poses. In this part, we present several enhancements to human detection algorithms. First, we present an extension to the integral images framework to allow for constant time computation of non-uniformly weighted summations over rectangular regions using a bundle of integral images. Such computational element is commonly used in constructing gradient-based feature descriptors, which are the most successful in shape-based human detection. Second, we introduce deformable features as an alternative to the conventional static features used in classifiers based on boosted ensembles. Deformable features can enhance the accuracy of human detection by adapting to pose changes that can be described as translations of body features. Third, we present a comprehensive evaluation framework for cascade-based human detectors. The presented framework facilitates comparison between cascade-based detection algorithms, provides a confidence measure for result, and deploys a practical evaluation scenario. Part II explores the possibilities of enhancing the speed of core algorithms used in visual object recognition using the computing capabilities of Graphics Processing Units (GPUs). First, we present an implementation of Graph Cut on GPUs, which achieves up to 4x speedup against compared to a CPU implementation. The Graph Cut algorithm has many applications related to visual object recognition such as segmentation and 3D point matching. Second, we present an efficient sparse approximation of kernel matrices for GPUs that can significantly speed up kernel based learning algorithms, which are widely used in object detection and recognition. We present an implementation of the Affinity Propagation clustering algorithm based on this representation, which is about 6 times faster than another GPU implementation based on a conventional sparse matrix representation.
An Approach to Automatic Road Vectorization of Raster Maps.
Chiang, Y.; and Knoblock, C. A.
In
Proceedings of the 8th IAPR International Workshop on Graphics RECognition (GREC'09), 2009.
Paper
link
bibtex
@inproceedings{chiang2009:grec,
author = "Yao-Yi Chiang and Craig A. Knoblock",
title = "An Approach to Automatic Road Vectorization of Raster Maps",
booktitle ="Proceedings of the 8th IAPR International Workshop on Graphics RECognition (GREC'09)",
year = "2009",
urlPaper= "http://usc-isi-i2.github.io/papers/chiang09-grec.pdf",
Keywords = {"Map Extraction"}
}
An Articulatory Analysis of Phonological Transfer Using Real-time MRI.
Tepperman, J.; Bresch, E.; Kim, Y.; Lee, S.; Goldstein, L.; and Narayanan, S. S.
In
Proceedings of InterSpeech, pages 700-703, Brighton, UK, Sep 2009.
doi
link
bibtex
@inproceedings{tepperman09_interspeech_2,
address = {Brighton, UK},
author = {Tepperman, Joseph and Bresch, Erik and Kim, Yoon-Chul and Lee, Sungbok and Goldstein, Louis and Narayanan, Shrikanth S.},
bib2html_rescat = {span},
booktitle = {Proceedings of InterSpeech},
doi = {10.1121/1.4784612},
link = {http://sail.usc.edu/publications/files/TeppermanInterSpeech2009[1].pdf},
month = {Sep},
pages = {700-703},
title = {An Articulatory Analysis of Phonological Transfer Using Real-time MRI},
year = {2009}
}
An analysis of articulatory-acoustic data based on articulatory strokes.
Kato, T.; Lee, S.; and Narayanan, S. S.
In
Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pages 4493-4496, Taipei, Taiwan, Apr 2009.
doi
link
bibtex
@inproceedings{proc_tsuneo:articulatorystrokes:icassp09,
address = {Taipei, Taiwan},
author = {Kato, Tsuneo and Lee, Sungbok and Narayanan, Shrikanth S.},
bib2html_rescat = {span},
booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
doi = {https://doi.org/10.1109/icassp.2009.4960628},
link = {http://sail.usc.edu/publications/files/KatoICASSP2009.pdf},
month = {Apr},
pages = {4493-4496},
title = {An analysis of articulatory-acoustic data based on articulatory strokes},
year = {2009}
}
An articulatory study of lexicalized and epenthetic schwa using real time magnetic resonance imaging.
Lammert, A.; Bresch, E.; Byrd, D.; Goldstein, L.; and Narayanan, S. S.
In
Proceedings of the Meeting of the Acoustical Society of America, Portland, Oregon, May 2009.
doi
link
bibtex
@inproceedings{Lammert2009Anarticulatorystudyof,
address = {Portland, Oregon},
author = {Lammert, Adam and Bresch, Erik and Byrd, Dani and Goldstein, Louis and Narayanan, Shrikanth S.},
bib2html_rescat = {span},
booktitle = {Proceedings of the Meeting of the Acoustical Society of America},
doi = {10.1121/1.4783736},
link = {http://sail.usc.edu/publications/files/lammertmasa2009[poster].pdf},
month = {May},
title = {An articulatory study of lexicalized and epenthetic schwa using real time magnetic resonance imaging},
year = {2009}
}
An iterative relative entropy minimization based data selection approach for n-gram model adaptation.
Sethy, A.; Georgiou, P.; Ramabhadran, B.; and Narayanan, S. S.
IEEE Transactions on Audio, Speech, and Language Processing, 17(1): 13-23. Jan 2009.
doi
link
bibtex
@article{Sethy2009Aniterativerelativeentropy,
author = {Sethy, Abhinav and Georgiou, Panayiotis and Ramabhadran, Bhuvana and Narayanan, Shrikanth S.},
bib2html_rescat = {},
doi = {10.1109/TASL.2008.2006654},
journal = {IEEE Transactions on Audio, Speech, and Language Processing},
link = {http://sail.usc.edu/publications/files/SethyTASLP2009.pdf},
month = {Jan},
number = {1},
pages = {13-23},
title = {An iterative relative entropy minimization based data selection approach for n-gram model adaptation},
volume = {17},
year = {2009}
}
Analysis of emotionally salient aspects of fundamental frequency for emotion detection.
Busso, C.; Lee, S.; and Narayanan, S. S.
IEEE Transactions on Audio, Speech, and Language Processing, 17(4): 582-596. May 2009.
doi
link
bibtex
@article{Busso2009Analysisofemotionallysalient,
author = {Busso, Carlos and Lee, Sungbok and Narayanan, Shrikanth S.},
bib2html_rescat = {span},
doi = {https://doi.org/10.1109/tasl.2008.2009578},
journal = {IEEE Transactions on Audio, Speech, and Language Processing},
link = {http://sail.usc.edu/publications/files/BussoTASLP2009.pdf},
month = {May},
number = {4},
pages = {582-596},
title = {Analysis of emotionally salient aspects of fundamental frequency for emotion detection},
volume = {17},
year = {2009}
}
Analysis of pausing behavior in spontaneous speech using real-time magnetic resonance imaging of articulation.
Ramanarayanan, V.; Bresch, E.; Byrd, D.; Goldstein, L.; and Narayanan, S. S.
Journal of the Acoustical Society of America Express Letters, 126(5): EL160-EL165. Oct 2009.
doi
link
bibtex
@article{Ramanarayanan2009Analysisofpausingbehavior,
author = {Ramanarayanan, Vikram and Bresch, Erik and Byrd, Dani and Goldstein, Louis and Narayanan, Shrikanth S.},
bib2html_rescat = {span},
doi = {10.1121/1.3213452},
journal = {Journal of the Acoustical Society of America Express Letters},
link = {http://sail.usc.edu/publications/files/ramanarayananjasa2009.pdf},
month = {Oct},
number = {5},
pages = {EL160-EL165},
title = {Analysis of pausing behavior in spontaneous speech using real-time magnetic resonance imaging of articulation},
volume = {126},
year = {2009}
}
Analyzing the Gap between Workflows and their Natural Language Descriptions.
Groth, P.; and Gil, Y.
In
2009 IEEE Congress on Services, Part I, SERVICES I 2009, Los Angeles, CA, USA, July 6-10, 2009, pages 299–305, 2009. IEEE Computer Society
Paper
doi
link
bibtex
2 downloads
@inproceedings{DBLP:conf/services/GrothG09,
author = {Paul Groth and
Yolanda Gil},
title = {Analyzing the Gap between Workflows and their Natural Language Descriptions},
booktitle = {2009 {IEEE} Congress on Services, Part I, {SERVICES} {I} 2009, Los
Angeles, CA, USA, July 6-10, 2009},
pages = {299--305},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/SERVICES-I.2009.55},
doi = {10.1109/SERVICES-I.2009.55},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/services/GrothG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
Approximate Kernel Matrix Computation on GPUs Forlarge Scale Learning Applications.
Hussein, M. E.; and Abd-Almageed, W.
In
Proceedings of the 23rd International Conference on Supercomputing, of
ICS '09, pages 511–512, 2009. ACM
event-place: Yorktown Heights, NY, USA
Paper
doi
link
bibtex
abstract
@inproceedings{hussein_approximate_2009,
location = {New York, {NY}, {USA}},
title = {Approximate Kernel Matrix Computation on {GPUs} Forlarge Scale Learning Applications},
rights = {All rights reserved},
isbn = {978-1-60558-498-0},
url = {http://doi.acm.org/10.1145/1542275.1542355},
doi = {10.1145/1542275.1542355},
series = {{ICS} '09},
abstract = {Kernel-based learning methods require quadratic space and time complexities to compute the kernel matrix. These complexities limit the applicability of kernel methods to large scale problems with millions of data points. In this paper, we introduce a novel representation of kernel matrices on Graphics Processing Units ({GPU}). The novel representation exploits the sparseness of the kernel matrix to address the space complexity problem. It also respects the guidelines for memory access on {GPUs}, which are critical for good performance, to address the time complexity problem. Our representation utilizes the locality preserving properties of space filling curves to obtain a band approximation of the kernel matrix. To prove the validity of the representation, we use Affinity Propagation, an unsupervised clustering algorithm, as an example of kernel methods. Experimental results show a 40x speedup of {AP} using our representation without degradation in clustering performance.},
pages = {511--512},
booktitle = {Proceedings of the 23rd International Conference on Supercomputing},
publisher = {{ACM}},
author = {Hussein, Mohamed E. and Abd-Almageed, Wael},
urldate = {2019-05-01},
year = {2009},
note = {event-place: Yorktown Heights, {NY}, {USA}},
keywords = {affinity propagation, gpu, kernel methods, space filling curves, sparse matrices},
file = {ACM Full Text PDF:C\:\\Users\\Mohamed Hussein\\Zotero\\storage\\C6XCZ2V9\\Hussein and Abd-Almageed - 2009 - Approximate Kernel Matrix Computation on GPUs Forl.pdf:application/pdf}
}
Kernel-based learning methods require quadratic space and time complexities to compute the kernel matrix. These complexities limit the applicability of kernel methods to large scale problems with millions of data points. In this paper, we introduce a novel representation of kernel matrices on Graphics Processing Units (GPU). The novel representation exploits the sparseness of the kernel matrix to address the space complexity problem. It also respects the guidelines for memory access on GPUs, which are critical for good performance, to address the time complexity problem. Our representation utilizes the locality preserving properties of space filling curves to obtain a band approximation of the kernel matrix. To prove the validity of the representation, we use Affinity Propagation, an unsupervised clustering algorithm, as an example of kernel methods. Experimental results show a 40x speedup of AP using our representation without degradation in clustering performance.
Articulatory comparison of Tamil liquids and stops using real-time Magnetic Resonance Imaging.
Proctor, M. I.; Goldstein, L.; Byrd, D.; Bresch, E.; and Narayanan, S. S.
Journal of the Acoustical Society of America, 125(4): 2568-2568. May 2009.
doi
link
bibtex
@article{Proctor09,
author = {Proctor, Michael I. and Goldstein, Louis and Byrd, Dani and Bresch, Erik and Narayanan, Shrikanth S.},
bib2html_rescat = {span},
doi = {10.1121/1.4783732},
journal = {Journal of the Acoustical Society of America},
link = {http://sail.usc.edu/publications/files/proctor09_ASAportland_2aSC08.pdf},
number = {4},
pages = {2568-2568},
title = {Articulatory comparison of Tamil liquids and stops using real-time Magnetic Resonance Imaging.},
volume = {125},
month = {May},
year = {2009}
}
Assessment of emerging reading skills in young native speakers and language learners.
Price, P.; Tepperman, J.; Iseli, M.; Duong, T.; Black, M. P.; Wang, S.; Boscardin, C. K.; Heritage, M.; Pearson, P. D.; Narayanan, S. S.; and Alwan, A.
Speech Communication, 51(10): 968-984. Oct 2009.
doi
link
bibtex
@article{Price2009Assessmentofemergingreading,
author = {Price, Patti and Tepperman, Joseph and Iseli, Markus and Duong, Thao and Black, Matthew P. and Wang, Shizhen and Boscardin, Christy Kim and Heritage, Margaret and Pearson, P. David and Narayanan, Shrikanth S. and Alwan, Abeer},
bib2html_rescat = {},
doi = {https://doi.org/10.1016/j.specom.2009.05.001},
journal = {Speech Communication},
link = {http://sail.usc.edu/publications/files/PriceSpCom2009.pdf},
month = {Oct},
number = {10},
pages = {968-984},
title = {Assessment of emerging reading skills in young native speakers and language learners},
volume = {51},
year = {2009}
}
Audio scene understanding using topic models.
Kim, S.; Sundaram, S.; Georgiou, P.; and Narayanan, S. S.
In
Proceedings of the Neural Information Processing Systems (NIPS) Workshop, Whistler, Canada, Dec 2009.
link
bibtex
@inproceedings{Kim2009Audiosceneunderstandingusing,
address = {Whistler, Canada},
author = {Kim, Samuel and Sundaram, Shiva and Georgiou, Panayiotis and Narayanan, Shrikanth S.},
booktitle = {Proceedings of the Neural Information Processing Systems (NIPS) Workshop},
link = {http://sail.usc.edu/publications/files/kimnips2009.pdf},
month = {Dec},
title = {Audio scene understanding using topic models},
year = {2009}
}
Automatic pronunciation verification of English letter-names for early literacy assessment of preliterate children.
Black, M. P.; Tepperman, J.; Kazemzadeh, A.; Lee, S.; and Narayanan, S. S.
In
Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Taipei, Taiwan, Apr 2009.
doi
link
bibtex
@inproceedings{proc_matt:autopronunciation:icassp09,
address = {Taipei, Taiwan},
author = {Black, Matthew P. and Tepperman, Joseph and Kazemzadeh, Abe and Lee, Sungbok and Narayanan, Shrikanth S.},
bib2html_rescat = {},
booktitle = {Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
doi = {https://doi.org/10.1109/icassp.2009.4960720},
link = {http://sail.usc.edu/publications/files/BlackICASSP2009.pdf},
month = {Apr},
title = {Automatic pronunciation verification of English letter-names for early literacy assessment of preliterate children},
year = {2009}
}
Automatically Constructing Semantic Web Services from Online Sources.
Ambite, J.; Darbha, S.; Goel, A.; Knoblock, C. A.; Lerman, K.; Parundekar, R.; and Russ, T. A.
In
Proceedings of 8th International Semantic Web Conference, October 2009.
Paper
link
bibtex
6 downloads
@INPROCEEDINGS{Ambite09iswc,
AUTHOR = {Jose-Luis Ambite and Sirish Darbha and Aman Goel and Craig A. Knoblock and Kristina Lerman and Rahul Parundekar and Thomas A. Russ},
TITLE = {Automatically Constructing Semantic Web Services from Online Sources},
BOOKTITLE = {Proceedings of 8th International Semantic Web Conference},
YEAR = {2009},
month={October},
urlPaper={http://www.isi.edu/integration/papers/ambite09-iswc.pdf},
keywords = {semantic-modeling},
}
Automatically rating pronunciation through articulatory phonology.
Tepperman, J.; Goldstein, L.; Lee, S.; and Narayanan, S. S.
In
Proceedings of InterSpeech, Brighton, UK, Sep 2009.
link
bibtex
@inproceedings{tepperman09_interspeech,
address = {Brighton, UK},
author = {Tepperman, Joseph and Goldstein, Louis and Lee, Sungbok and Narayanan, Shrikanth S.},
bib2html_rescat = {span},
booktitle = {Proceedings of InterSpeech},
doi = {},
link = {http://sail.usc.edu/publications/files/TeppermanInterSpeech2009[2].pdf},
month = {Sep},
title = {Automatically rating pronunciation through articulatory phonology},
year = {2009}
}
Closure duration analysis of incomplete stop consonants due to stop-stop interaction.
Ghosh, P. K.; and Narayanan, S. S.
Journal of the Acoustical Society of America, 126(1): EL1-EL7. Jul 2009.
doi
link
bibtex
@article{Ghosh2009Closuredurationanalysisof,
author = {Ghosh, Prasanta Kumar and Narayanan, Shrikanth S.},
bib2html_rescat = {},
doi = {https://doi.org/10.1121/1.3141876},
journal = {Journal of the Acoustical Society of America},
link = {http://sail.usc.edu/publications/files/GhoshJASA2009.pdf},
month = {Jul},
number = {1},
pages = {EL1-EL7},
title = {Closure duration analysis of incomplete stop consonants due to stop-stop interaction},
volume = {126},
year = {2009}
}
Combining lexical, syntactic and prosodic cues for improved online dialog act tagging.
Sridhar, V. K. R.; Bangalore, S.; and Narayanan, S. S.
Computer Speech and Language, 23(4): 407-422. Oct 2009.
doi
link
bibtex
@article{Sridhar2009Combininglexicalsyntacticand,
author = {Sridhar, Vivek Kumar Rangarajan and Bangalore, Srinivas and Narayanan, Shrikanth S.},
bib2html_rescat = {},
doi = {10.1016/j.csl.2008.12.001},
journal = {Computer Speech and Language},
link = {http://sail.usc.edu/publications/files/RangarajanCSL2009.pdf},
month = {Oct},
number = {4},
pages = {407-422},
publisher = {Elsevier},
title = {Combining lexical, syntactic and prosodic cues for improved online dialog act tagging},
volume = {23},
year = {2009}
}
Comparative Evaluation of Spoofing Defenses.
Kissel, E.; and Mirkovic, J
Proceedings of IEEE Transactions on Dependable and Secure Computing,218–232. 2009.
link
bibtex
@article{kissel2009comparative,
title={Comparative Evaluation of Spoofing Defenses},
author={Kissel, Ezra and Mirkovic, J},
journal={Proceedings of IEEE Transactions on Dependable and Secure Computing},
pages={218--232},
year={2009}
}
Comparison of child-human and child-computer interactions based on manual annotations.
Black, M. P.; Chang, J.; Chang, J.; and Narayanan, S. S.
In
Proceedings of the Workshop on Child, Computer and Interaction, Cambridge, MA, Nov 2009.
doi
link
bibtex
@inproceedings{Black2009Comparisonofchild-humanand,
address = {Cambridge, MA},
author = {Black, Matthew P. and Chang, Jeannette and Chang, Jonathan and Narayanan, Shrikanth S.},
bib2html_rescat = {},
booktitle = {Proceedings of the Workshop on Child, Computer and Interaction},
doi = {10.1145/1640377.1640379},
link = {http://sail.usc.edu/publications/files/blackwocci2009.pdf},
month = {Nov},
title = {Comparison of child-human and child-computer interactions based on manual annotations},
year = {2009}
}
Connecting rhythm and prominence in automatic ESL pronunciation scoring.
Nava, E.; Tepperman, J.; Goldstein, L.; Zubizarreta, M. L.; and Narayanan, S. S.
In
Proceedings of InterSpeech, Brighton, UK, Sep 2009.
link
bibtex
@inproceedings{nava09_interspeech,
address = {Brighton, UK},
author = {Nava, Emily and Tepperman, Joseph and Goldstein, Louis and Zubizarreta, Maria Luisa and Narayanan, Shrikanth S.},
booktitle = {Proceedings of InterSpeech},
link = {http://sail.usc.edu/publications/files/nava_interspeech2009.pdf},
month = {Sep},
title = {Connecting rhythm and prominence in automatic ESL pronunciation scoring},
year = {2009}
}
Constructing Folksonomies from User-specified Relations on Flickr.
Plangprasopchok, A.; and Lerman, K.
In
Proceedings of 18th International World Wide Web Conference (WWW), May 2009.
Paper
link
bibtex
4 downloads
@INPROCEEDINGS{Plangprasopchok09www,
AUTHOR = {Anon Plangprasopchok and Kristina Lerman},
TITLE = {Constructing Folksonomies from User-specified Relations on Flickr},
BOOKTITLE = {Proceedings of 18th International World Wide Web Conference (WWW)},
YEAR = {2009},
keywords = {social-annotation},
month={May},
urlPaper={http://www.isi.edu/~lerman/papers/fp500-plangprasopchok.pdf},
}
Context-driven automatic bilingual movie subtitle alignment.
Tsiartas, A.; Ghosh, P. K.; Georgiou, P.; and Narayanan, S. S.
In
Proceedings of InterSpeech, Brighton, UK, Sep 2009.
doi
link
bibtex
@inproceedings{tsiartas09_interspeech,
address = {Brighton, UK},
author = {Tsiartas, Andreas and Ghosh, Prasanta Kumar and Georgiou, Panayiotis and Narayanan, Shrikanth S.},
bib2html_rescat = {mica},
booktitle = {Proceedings of InterSpeech},
doi = {https://doi.org/10.1109/icassp.2011.5947635},
link = {http://sail.usc.edu/publications/files/TsiartasInterSpeech2009.pdf},
month = {Sep},
title = {Context-driven automatic bilingual movie subtitle alignment},
year = {2009}
}
Continuous speech recognition using attention shift decoding with soft decision.
Kalinli, O.; and Narayanan, S. S.
In
Proceedings of InterSpeech, Brighton, UK, Sep 2009.
link
bibtex
@inproceedings{Kalinli2009Continuousspeechrecognitionusing,
address = {Brighton, UK},
author = {Kalinli, Ozlem and Narayanan, Shrikanth S.},
bib2html_rescat = {speechlinks},
booktitle = {Proceedings of InterSpeech},
link = {http://sail.usc.edu/publications/files/KalinliInterSpeech2009.pdf},
month = {Sep},
title = {Continuous speech recognition using attention shift decoding with soft decision},
year = {2009}
}
Current developments in DETER cybersecurity testbed technology.
Benzel, T.; Braden, B.; Faber, T.; Mirkovic, J.; Schwab, S.; Sollins, K.; and Wroclawski, J.
In
Cybersecurity Applications & Technology Conference For Homeland Security (CATCH)., pages 57–70, 2009. IEEE
link
bibtex
@inproceedings{benzel2009current,
title={Current developments in DETER cybersecurity testbed technology},
author={Benzel, Terry and Braden, Bob and Faber, Ted and Mirkovic, Jelena and Schwab, Steve and Sollins, Karen and Wroclawski, John},
booktitle={Cybersecurity Applications \& Technology Conference For Homeland Security (CATCH).},
pages={57--70},
year={2009},
organization={IEEE}
}
Determining the Trustworthiness of New Electronic Contracts.
Groth, P.; Miles, S.; Modgil, S.; Oren, N.; Luck, M.; and Gil, Y.
In Aldewereld, H.; Dignum, V.; and Picard, G., editor(s),
Engineering Societies in the Agents World X, 10th International Workshop, ESAW 2009, Utrecht, The Netherlands, November 18-20, 2009. Proceedings, volume 5881, of
Lecture Notes in Computer Science, pages 132–147, 2009. Springer
Paper
doi
link
bibtex
3 downloads
@inproceedings{DBLP:conf/esaw/GrothMMOLG09,
author = {Paul Groth and
Simon Miles and
Sanjay Modgil and
Nir Oren and
Michael Luck and
Yolanda Gil},
editor = {Huib Aldewereld and
Virginia Dignum and
Gauthier Picard},
title = {Determining the Trustworthiness of New Electronic Contracts},
booktitle = {Engineering Societies in the Agents World X, 10th International Workshop,
{ESAW} 2009, Utrecht, The Netherlands, November 18-20, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5881},
pages = {132--147},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-10203-5\_12},
doi = {10.1007/978-3-642-10203-5\_12},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esaw/GrothMMOLG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
Development and Operation of a Micro-Satellite Dynamic Test Facility for Distributed Flight Operations.
Barnhart, D.; Barrett, T.; Sachs, J.; and Will, P.
In
AIAA Space 2009 Conference, September 2009.
doi
link
bibtex
@inproceedings{barnhart2009development,
title={Development and Operation of a Micro-Satellite Dynamic Test Facility for Distributed Flight Operations},
author={Barnhart, David and Barrett, Tim and Sachs, Jeff and Will, Peter},
booktitle={AIAA Space 2009 Conference},
month = sep,
year={2009},
isbn = {978-1-60086-980-8},
doi = {10.2514/6.2009-6443}
}
Diet soda and liquid nitrogen.
McGuyer, B. H; Brown, J. M; and Dang, H. B
American Journal of Physics, 77(8): 677–677. 2009.
link
bibtex
@article{mcguyer2009diet,
title={Diet soda and liquid nitrogen},
author={McGuyer, Bart H and Brown, Justin M and Dang, Hoan B},
journal={American Journal of Physics},
volume={77},
number={8},
pages={677--677},
year={2009},
publisher={AIP Publishing}
}
Discriminative wavelet packet filter bank selection for pattern recognition.
Silva, J.; and Narayanan, S. S.
IEEE Transactions on Signal Processing, 57(5): 1796-1810. May 2009.
doi
link
bibtex
@article{Silva2009Discriminativewaveletpacketfilter,
author = {Silva, Jorge and Narayanan, Shrikanth S.},
bib2html_rescat = {},
doi = {10.1109/TSP.2009.2013898},
journal = {IEEE Transactions on Signal Processing},
link = {http://sail.usc.edu/publications/files/SilvaTSP2009.pdf},
month = {May},
number = {5},
pages = {1796-1810},
title = {Discriminative wavelet packet filter bank selection for pattern recognition},
volume = {57},
year = {2009}
}
Effect of bandwidth extension to telephone speech recognition in cochlear implant users.
Liu, C.; Fu, Q.; and Narayanan, S. S.
Journal of the Acoustical Society of America, 125(2): EL77-EL83. Feb 2009.
doi
link
bibtex
@article{Liu2009Effectofbandwidthextension,
author = {Liu, Chuping and Fu, Qian-Jie and Narayanan, Shrikanth S.},
doi = {10.1121/1.3062145},
journal = {Journal of the Acoustical Society of America},
link = {http://sail.usc.edu/publications/files/liujasa2009.pdf},
month = {Feb},
number = {2},
pages = {EL77-EL83},
title = {Effect of bandwidth extension to telephone speech recognition in cochlear implant users},
volume = {125},
year = {2009}
}
Efficient Band Approximation of Gram Matrices for Large Scale Kernel Methods on GPUs.
Hussein, M.; and Abd-Almageed, W.
In
Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis, of
SC '09, pages 31:1–31:10, 2009. ACM
event-place: Portland, Oregon
Paper
doi
link
bibtex
abstract
@inproceedings{hussein_efficient_2009,
location = {New York, {NY}, {USA}},
title = {Efficient Band Approximation of Gram Matrices for Large Scale Kernel Methods on {GPUs}},
rights = {All rights reserved},
isbn = {978-1-60558-744-8},
url = {http://doi.acm.org/10.1145/1654059.1654091},
doi = {10.1145/1654059.1654091},
series = {{SC} '09},
abstract = {Kernel-based methods require O(N2) time and space complexities to compute and store non-sparse Gram matrices, which is prohibitively expensive for large scale problems. We introduce a novel method to approximate a Gram matrix with a band matrix. Our method relies on the locality preserving properties of space filling curves, and the special structure of Gram matrices. Our approach has several important merits. First, it computes only those elements of the Gram matrix that lie within the projected band. Second, it is simple to parallelize. Third, using the special band matrix structure makes it space efficient and {GPU}-friendly. We developed {GPU} implementations for the Affinity Propagation ({AP}) clustering algorithm using both our method and the {COO} sparse representation. Our band approximation is about 5 times more space efficient and faster to construct than {COO}. {AP} gains up to 6x speedup using our method without any degradation in its clustering performance.},
pages = {31:1--31:10},
booktitle = {Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis},
publisher = {{ACM}},
author = {Hussein, Mohamed and Abd-Almageed, Wael},
urldate = {2019-05-01},
year = {2009},
note = {event-place: Portland, Oregon},
keywords = {affinity propagation, {GPU}, Gram matrices, kernel methods, space filling curves, sparse matrices},
file = {ACM Full Text PDF:C\:\\Users\\Mohamed Hussein\\Zotero\\storage\\UP986ZVL\\Hussein and Abd-Almageed - 2009 - Efficient Band Approximation of Gram Matrices for .pdf:application/pdf}
}
Kernel-based methods require O(N2) time and space complexities to compute and store non-sparse Gram matrices, which is prohibitively expensive for large scale problems. We introduce a novel method to approximate a Gram matrix with a band matrix. Our method relies on the locality preserving properties of space filling curves, and the special structure of Gram matrices. Our approach has several important merits. First, it computes only those elements of the Gram matrix that lie within the projected band. Second, it is simple to parallelize. Third, using the special band matrix structure makes it space efficient and GPU-friendly. We developed GPU implementations for the Affinity Propagation (AP) clustering algorithm using both our method and the COO sparse representation. Our band approximation is about 5 times more space efficient and faster to construct than COO. AP gains up to 6x speedup using our method without any degradation in its clustering performance.
Emotion recognition using a hierarchical binary decision tree approach.
Lee, C.; Mower, E.; Busso, C.; Lee, S.; and Narayanan, S. S.
In
Proceedings of InterSpeech, pages [2009 InterSpeech Emotion Challenge Award Winner], Brighton, UK, Sep 2009.
doi
link
bibtex
@inproceedings{lee09_interpseech_2,
address = {Brighton, UK},
author = {Lee, Chi-Chun and Mower, Emily and Busso, Carlos and Lee, Sungbok and Narayanan, Shrikanth S.},
bib2html_rescat = {emotion},
booktitle = {Proceedings of InterSpeech},
doi = {https://doi.org/10.1016/j.specom.2011.06.004},
link = {http://sail.usc.edu/publications/files/CCLee-SpeechComm-2011.pdf},
month = {Sep},
pages = {[2009 InterSpeech Emotion Challenge Award Winner]},
title = {Emotion recognition using a hierarchical binary decision tree approach},
year = {2009}
}
Energy-efficient multihypothesis activity-detection for health-monitoring applications.
Thatte, G.; Li, M.; Emken, A.; Mitra, U.; Narayanan, S. S.; Annavaram, M.; and Spruijt-Metz, D.
In
Proceedings of the Annual International IEEE Engineering in Medicine and Biology Society (EMBS) Conference, volume 1, pages 4678-4681, Minneapolis, MN, Sep 2009.
doi
link
bibtex
@inproceedings{thatte09_embs,
address = {Minneapolis, MN},
author = {Thatte, Gautam and Li, Ming and Emken, Adar and Mitra, Urbashi and Narayanan, Shrikanth S. and Annavaram, Murali and Spruijt-Metz, Donna},
booktitle = {Proceedings of the Annual International IEEE Engineering in Medicine and Biology Society (EMBS) Conference},
doi = {10.1109/IEMBS.2009.5334222},
link = {http://sail.usc.edu/publications/files/Thatte_EMBC2009.pdf},
month = {Sep},
pages = {4678-4681},
title = {Energy-efficient multihypothesis activity-detection for health-monitoring applications},
volume = {1},
year = {2009}
}
Entangling power of an expanding universe.
Ver Steeg, G.; and Menicucci, N.
Physical Review D, 79(4). February 2009.
doi
link
bibtex
@article{2009PhRvD..79d4027S,
Adsnote = {Provided by the SAO/NASA Astrophysics Data System},
Adsurl = {http://adsabs.harvard.edu/abs/2009PhRvD..79d4027S},
Archiveprefix = {arXiv},
Author = {{Ver Steeg}, Greg and {Menicucci}, N.~C.},
Doi = {10.1103/PhysRevD.79.044027},
Eprint = {0711.3066},
Journal = {Physical Review D},
Keywords = {Quantum field theory in curved spacetime, Entanglement and quantum nonlocality},
Month = feb,
Number = 4,
Primaryclass = {quant-ph},
Title = {{Entangling power of an expanding universe}},
Volume = 79,
Year = {2009},
Bdsk-Url-1 = {http://dx.doi.org/10.1103/PhysRevD.79.044027}}
Environmental Sound Recognition with Time frequency Audio Features.
Chu, S.; Narayanan, S. S.; and Kuo, C. J.
IEEE Transactions on Audio, Speech, and Language Processing, 17(6): 1142-1158. Aug 2009.
doi
link
bibtex
@article{Chu2009Environmentalsoundrecognitionwith,
author = {Chu, Selina and Narayanan, Shrikanth S. and Kuo, C.-C. Jay},
bib2html_rescat = {},
doi = {10.1109/TASL.2009.2017438},
journal = {IEEE Transactions on Audio, Speech, and Language Processing},
link = {http://sail.usc.edu/publications/files/SelinaChu-TASLP2009.pdf},
month = {Aug},
number = {6},
pages = {1142-1158},
title = {Environmental Sound Recognition with Time frequency Audio Features},
volume = {17},
year = {2009}
}
Estimation of articulatory gesture patterns from speech acoustics.
Ghosh, P. K.; Narayanan, S. S.; Divenyi, P.; Goldstein, L.; and Saltzman, E.
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Proceedings of InterSpeech, Brighton, UK, Sep 2009.
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bibtex
@inproceedings{ghosh09_interpseech,
address = {Brighton, UK},
author = {Ghosh, Prasanta Kumar and Narayanan, Shrikanth S. and Divenyi, Pierre and Goldstein, Louis and Saltzman, Elliot},
bib2html_rescat = {span},
booktitle = {Proceedings of InterSpeech},
link = {http://sail.usc.edu/publications/files/ghoshinterspeech2009[ppt].pdf},
month = {Sep},
title = {Estimation of articulatory gesture patterns from speech acoustics},
year = {2009}
}
Evaluating evaluators: A case study in understanding the benefits and pitfalls of multi-evaluator modeling.
Mower, E.; Mataric, M. J.; and Narayanan, S. S.
In
Proceedings of InterSpeech, Brighton, UK, Sep 2009.
link
bibtex
@inproceedings{mower09_interspeech,
address = {Brighton, UK},
author = {Mower, Emily and Mataric, Maja J. and Narayanan, Shrikanth S.},
bib2html_rescat = {emotion},
booktitle = {Proceedings of InterSpeech},
link = {http://sail.usc.edu/publications/files/MowerInterspeech2009.pdf},
month = {Sep},
title = {Evaluating evaluators: A case study in understanding the benefits and pitfalls of multi-evaluator modeling},
year = {2009}
}
Expertise Modeling and Recommendation in Online Question and Answer Forums.
Budalakoti, S.; DeAngelis, D.; and Barber, K S.
In
2009 International Conference on Computational Science and Engineering (IEEE CSE 2009), pages 481–488, Vancouver, BC, Canada, 2009. IEEE
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doi
link
bibtex
@inproceedings{BudalakotiDeAngelis,
address = {Vancouver, BC, Canada},
author = {Budalakoti, Suratna and DeAngelis, David and Barber, K Suzanne},
booktitle = {2009 International Conference on Computational Science and Engineering (IEEE CSE 2009)},
doi = {10.1109/CSE.2009.62},
file = {:home/dave/Documents/References/Budalakoti, DeAngelis, Barber - 2009 - Expertise Modeling and Recommendation in Online Question and Answer Forums.pdf:pdf},
isbn = {978-1-4244-5334-4},
pages = {481--488},
publisher = {IEEE},
title = {Expertise Modeling and Recommendation in Online Question and Answer Forums},
url = {https://ieeexplore.ieee.org/abstract/document/5284216 http://ieeexplore.ieee.org/document/5284216/},
year = {2009}
}
Expressive Reusable Workflow Templates.
Gil, Y.; Groth, P.; Ratnakar, V.; and Fritz, C.
In
Fifth International Conference on e-Science, e-Science 2009, 9-11 December 2009, Oxford, UK, pages 344–351, 2009. IEEE Computer Society
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doi
link
bibtex
3 downloads
@inproceedings{DBLP:conf/eScience/GilGRF09,
author = {Yolanda Gil and
Paul Groth and
Varun Ratnakar and
Christian Fritz},
title = {Expressive Reusable Workflow Templates},
booktitle = {Fifth International Conference on e-Science, e-Science 2009, 9-11
December 2009, Oxford, {UK}},
pages = {344--351},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/e-Science.2009.55},
doi = {10.1109/E-SCIENCE.2009.55},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eScience/GilGRF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
Foundational aspects of nonlocality.
Ver Steeg, G.
Ph.D. Thesis, California Institute of Technology, 2009.
Paper
link
bibtex
@phdthesis{versteegthesis,
Author = {Greg {Ver Steeg}},
School = {California Institute of Technology},
Title = {Foundational aspects of nonlocality},
Url = {http://resolver.caltech.edu/CaltechETD:etd-05282009-115941},
Year = {2009},
Bdsk-Url-1 = {http://resolver.caltech.edu/CaltechETD:etd-05282009-115941}}
From data to knowledge to discoveries: Artificial intelligence and scientific workflows.
Gil, Y.
Sci. Program., 17(3): 231–246. 2009.
Paper
doi
link
bibtex
2 downloads
@article{DBLP:journals/sp/Gil09,
author = {Yolanda Gil},
title = {From data to knowledge to discoveries: Artificial intelligence and
scientific workflows},
journal = {Sci. Program.},
volume = {17},
number = {3},
pages = {231--246},
year = {2009},
url = {https://doi.org/10.3233/SPR-2009-0261},
doi = {10.3233/SPR-2009-0261},
timestamp = {Wed, 06 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sp/Gil09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
Leveraging User-specified Metadata to Personalize Image Search.
Lerman, K.
Handbook of Research on Web 2.0, 3.0, and X.0: Technologies, Business, and Social Applications . Murugesan, S., editor(s). IGI Global, 2009.
Paper
link
bibtex
@INBOOK{Lerman09Handbook,
AUTHOR = {Kristina Lerman},
editor = {San Murugesan},
TITLE = {Handbook of Research on Web 2.0, 3.0, and X.0:
Technologies, Business, and Social Applications },
CHAPTER = {Leveraging User-specified Metadata to Personalize Image Search},
pages = {},
PUBLISHER = {IGI Global},
YEAR = {2009},
keywords = {social-annotation},
urlPaper={http://www.isi.edu/integration/papers/personalization08.pdf},
}
Hardware Implementation of MPI_Barrier on an FPGA Cluster.
Gao, S.; Schmidt, A. G.; and Sass, R.
In
Proceedings of the 19th Annual Conference on Field Programmable Logic and Applications (FPL\textquoteright09), 2009. IEEE Computer Society
link
bibtex
@inproceedings{sgao2009a,
author = {Shanyuan Gao and Andrew G. Schmidt and Ron Sass},
booktitle = {Proceedings of the 19th Annual Conference on Field Programmable Logic and Applications (FPL{\textquoteright}09)},
publisher = {IEEE Computer Society},
title = {Hardware Implementation of MPI_Barrier on an FPGA Cluster},
year = {2009}}
Histogram-based estimation for the divergence revisited.
Silva, J.; and Narayanan, S. S.
In
Proceedings of the IEEE International Symposium on Information Theory (ISIT), pages 468-472, Seoul, Korea, Jun 2009.
doi
link
bibtex
@inproceedings{proc_jorge:histogramestdivergencerevisit:isit09,
address = {Seoul, Korea},
author = {Silva, Jorge and Narayanan, Shrikanth S.},
booktitle = {Proceedings of the IEEE International Symposium on Information Theory (ISIT)},
doi = {10.1109/ISIT.2009.5205713},
link = {http://sail.usc.edu/publications/files/silvaisit2009.pdf},
month = {Jun},
pages = {468-472},
title = {Histogram-based estimation for the divergence revisited},
year = {2009}
}
How to test DoS defenses.
Mirkovic, J.; Fahmy, S.; Reiher, P.; and Thomas, R. K
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Proceedings of the 2009 Cybersecurity Applications & Technology Conference for Homeland Security, pages 103–117, 2009.
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@inproceedings{mirkovic2009test,
title={How to test DoS defenses},
author={Mirkovic, Jelena and Fahmy, Sonia and Reiher, Peter and Thomas, Roshan K},
booktitle={Proceedings of the 2009 Cybersecurity Applications \& Technology Conference for Homeland Security},
pages={103--117},
year={2009}
}
Improved Speaker Diarization of Meeting Speech With Recurrent Selection of Representative Speech Segments and Participant Interaction Pattern Modeling.
Han, K. J.; and Narayanan, S. S.
In
Proceedings of InterSpeech, pages 1067-1070, Brighton, UK, Sep 2009.
link
bibtex
@inproceedings{han09_interspeech,
address = {Brighton, UK},
author = {Han, Kyu Jeong and Narayanan, Shrikanth S.},
booktitle = {Proceedings of InterSpeech},
link = {http://sail.usc.edu/publications/files/HanInterSpeech2009[1].pdf},
month = {Sep},
pages = {1067-1070},
title = {Improved Speaker Diarization of Meeting Speech With Recurrent Selection of Representative Speech Segments and Participant Interaction Pattern Modeling},
year = {2009}
}
In-situ FPGA debug driven by on-board microcontroller.
Baker, Z. K; and Monson, J. S
In
Field Programmable Custom Computing Machines, 2009. FCCM'09. 17th IEEE Symposium on, pages 219–222, April 2009. IEEE
doi
link
bibtex
@InProceedings{Baker2009,
author = {Baker, Zachary K and Monson, Joshua S},
title = {In-situ FPGA debug driven by on-board microcontroller},
booktitle = {Field Programmable Custom Computing Machines, 2009. FCCM'09. 17th IEEE Symposium on},
year = {2009},
pages = {219--222},
organization = {IEEE},
doi = {10.1109/FCCM.2009.9},
month = apr
}
Initial Implementation of a Hardware File System with Multiple Disk Support.
Mendon, A.; Schmidt, A. G.; and Sass, R.
In
Proceedings of the 17th Annual IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM\textquoteright09), 2009. IEEE Computer Society
link
bibtex
@inproceedings{mendon2009b,
author = {Ashwin Mendon and Andrew G. Schmidt and Ron Sass},
booktitle = {Proceedings of the 17th Annual IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM{\textquoteright}09)},
publisher = {IEEE Computer Society},
title = {Initial Implementation of a Hardware File System with Multiple Disk Support},
year = {2009}}