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List of publications
Thesis
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Ara V Nefian ,"A hidden Markov model based
approach for face detection and recognition", PhD Thesis, 1999.
[pdf]
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Ara V Nefian, "Statistical approaches to face recognition",
Thesis Proposal 1996. [pdf]
Journal papers
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Taemin Kim, Ara V. Nefian, and Michael J. Broxton , “Photometric Recovery
of Apollo Metric Imagery with the Lunar-Lambertian Reflectance”, IEEE
Letters, 2010.[pdf]
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S .Thrun, M. Montemerlo, H. Dahlkamp, D.
Stavens, A. Aron, J. Diebel, P. Fong, J. Gale, M. Halpenny, G. Hoffmann, K. Lau,
C. Oakley, M. Palatucci, V. Pratt, P. Stang, S. Strohband, C. Dupont, L.-E.
Jendrossek, C. Koelen, C. Markey, C. Rummel, J. van Niekerk, E. Jensen, P.
Alessandrini, G. Bradski, B. Davies, S.
Ettinger, A. Kaehler, A. Nefian, and P. Mahoney. “Winning the DARPA
Grand Challenge.” in
Journal of Field Robotics, 2006. [ps.gz]
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Ling Chen, Hong Man and Ara V. Nefian, “Face
recognition based multi-class mapping of Fisher scores”, Pattern Recognition,
Special issue on Image Understanding for Digital Photographs, March 2005.[pdf]
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Ara V. Nefian, Luhong Liang, Xiaoxing Liu,
Xiaobo Pi and Kevin Murphy, “Dynamic Bayesian networks for audio-visual speech
recognition”, EURASIP, Journal of Applied Signal Processing, 2002.[pdf]
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Silviu Ciochina and Ara V. Nefian, “
Fast algorithms for the discrete Hartley transform, part II”, Telecommunication Journal,
1996
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Silviu Ciochina, Ara V. Nefian, “Fast
algorithms for the discrete Hartley transform, part I: radix two algorithms”,
Telecommunication Journal, 1995.
Conference papers
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Taemin
Kim, Kyle Husmann, Zachary Moratto, and Ara V. Nefian, "Orthographic
Stereo Correlator on the Terrain Model for Apollo Metric Images", International
Symposium on Visual Computing, 2011.
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T. Kim, Z. M. Moratto, A. V. Nefian, S.
Ly, C. Demonceaux, and D. Fofi, "Robust Orbital Refinement of the
Apollo Trajectory Data for the Ames Stereo Pipeline", Lunar and
Planetary Science Conference 2011, Houston, USA.
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Z. Moratto, A. Nefian, T. Kim, M.
Broxton, R. Beyer, T. Fong, "Stereo Reconstruction from Apollo 15 and
16 Metric Camera", Lunar and Planetary Science Conference 2011,
Houston, USA.
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Corey
Ippolito, Ara V. Nefian, “Object
classification from aerial visual imagery”, IEEE Sensors Conference,
2010.[pdf]
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Joshua
Gleason, Ara V. Nefian, Xavier Bouyssounouse, Terrence Fong and George Bebis,
“Vehicle detection in aerial imagery”, submitted to International
Conference on Robotics and Automation 2011.
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Ara
Nefian, Taemin Kim, Zachary Moratto, Ross Beyer and Terrence Fong,
"Lunar terrain and albedo reconstruction of the Apollo 15 zone", International
Symposium on Visual Computing, 2010.
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Marvin
Smith, Ara Nefian, George Bebis and Terrence Fong, "Outlier removal in
stereo reconstructions of orbital images", International Symposium
on Visual Computing, 2010.
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Mustafa
Acer, Snehal Chennhuru, Xinyao Hu, Russel Reed, Ara Nefian and Ed Katz,
"Content based planetary data mining", Conference on
Intelligent Data Understanding, 2010.
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Heng-Tze Cheng, Feng-Tso Sun,
Senaka Buthpitiya, Ying Zhang and Ara V. Nefian, "Lunar image
classification for terrain detection", International
Symposium on Visual Computing, 2010.
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Taemin Kim, Ara Nefian, and Zack Moratto,
"Robust Mosaic of Stereo Digital Elevation Models from the Ames Stereo
Pipeline", International Symposium on Visual Computing, 2010.
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Ara Nefian, Taemin Kim, Michael
Broxton, Zachary Moratto, "Lunar Terrain and Albedo Reconstruction from
Apollo Imagery", NASA Conference on Intelligent Data Understanding,
Oct. 5-7, 2010.
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Ara Nefian, Zach Moratto,
Ross Beyer, Michael Broxton, Taemin Kim and Terry Fong, "Digital
Terrain, Image and Albedo Mosaics from Apollo Metric Camera Imagery",
Annual Meeting of the Lunar Exploration Analysis Group, Sep. 14–16,
2010, Washington, DC.
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Ara Nefian, Taemin Kim, Michael
Broxton, Ross Beyer and Zach Moratto, "Towards Albedo Reconstruction
from Apollo Metric Camera Imagery", Lunar and Planetary Science
Conference, 2010.
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Ara V. Nefian, Kyle Husmann,
Michael J. Broxton, Vinh To, Michael Lundy and Matthew Hancher "A
Bayesian Formulation for Sub-pixel Refinement in Stereo Orbital
Imagery", IEEE International Conference on Image Processing 2009.[pdf]
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M. J. Broxton, Z. M. Moratto, A.
Nefian, M. Bunte, M. S. Robinson, "Preliminary Stereo Reconstruction
from Apollo 15 Metric Camera Imagery", 40th Lunar and Planetary
Science Conference 2009. [pdf]
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M. Weiss-Malik; T. Scharff; A. Nefian; Z.
Moratto; E. Kolb; M. Lundy; M. Hancher; N. Gorelick; M. Broxton; R. A. Beyer
,"Visualizing Moon Data and Imagery with Google Earth",
American Geophysical Union 2009.
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R. A. Beyer; M. Broxton; N. Gorelick; M.
Hancher; M. Lundy; E. Kolb; Z. Moratto; A. Nefian; T. Scharff; M. Weiss-Malik,
"Visualizing Mars data and imagery with Google Earth", American
Geophysical Union 2009.
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Michael J. Broxton, Ara V.
Nefian, Zachary Moratto, Taemin Kim, Michael Lundy, and Aleksandr V. Segal,
"3D Lunar Terrain Reconstruction from Apollo Images",
International Symposium on Visual Computing 2009 [pdf].
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Taemin Kim, Ara V. Nefian, and
Michael J. Broxton, "Photometric Recovery of Ortho-images Derived from
Apollo 15 Metric Camera Imagery",
International Symposium on Visual Computing 2009 [pdf].
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Ara V. Nefian, Maha El
Choubassi, Jean-Yves Bouguet, Igor Kozintsev and
Yi Wu, “Web image clustering”, IEEE
International Conference on Acoustic Speech and Signal Processing 2007.[pdf]
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Haoran
Yi, Igor Kozintsev, Marzia Polito, Yi Wu , Jean-Yves Bouguet, Ara V. Nefian and
Carole Dulong
“A
spatiotemporal decomposition strategy for personal home video management”, SPIE
Electronic Imaging 2007.[pdf]
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Ara V. Nefian, Gary Bradski, “Detection of
drivable corridors for off road autonomous navigation”, IEEE
International Conference on Image Processing 2006.[pdf]
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Ara V. Nefian, “Learning SNP using embedded
Bayesian networks”, IEEE Computational
Systems Bioinformatics Conference 2006.[pdf]
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Navin Goel, George Bebis and Ara V. Nefian,
“Face recognition experiments with random projections”, SPIE
Conference on Biometric Technology for Human Identification 2005.[pdf]
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Luhong Liang, Yu Luo, Feiyue Huang and Ara
V. Nefian,” A multi-stream audio-video large vocabulary Mandarin
Chinese speech
database’, IEEE International Conference on Multimedia and Expo, June
2004.[doc]
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Shyamsundar Rajaram, Ara V. Nefian and
Thomas Huang, “Bayesian separation of audio-visual speech sources”, IEEE
International Conference on Acoustic Speech and Signal Processing 2004.[pdf]
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Ara V. Nefian and Luhong Liang, “Bayesian
networks in multimodal speech recognition and speaker identification”,
ASILOMAR,
November 2003. [pdf]
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Tieyan Fu, Xiaoxing Liu, Luhong Liang,
Xiaobo Pi and Ara V Nefian, “Audio-visual speaker identification using
coupled
hidden Markov models”, IEEE International Conference on
Image Processing 2003.[pdf]
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Robert D. Cavin, Navin Goel and Ara V.
Nefian, “A Bayesian formulation for 3D articulated upper body segmentation and
tracking from dense disparity maps”, IEEE International
Conference on Image Processing 2003. [pdf]
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Ara V. Nefian, Luhong Liang, Tyean Fu and
Xiaoxing Liu, “A Bayesian approach to audio visual speaker
identification”,
IEEE International Conference on Audio-and Video- based Biometric Person Authentication, June 2003.[pdf]
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Ara V. Nefian “Embedded Bayesian networks
for face recognition”, IEEE International Conference on Multimedia and Expo,
August 2002. [pdf]
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Xiaoxing Liu, Yibao Zhao, Xiaobo Pi, Luhong
Liang and Ara V. Nefian, “Audio-visual continuous speech recognition using a
coupled hidden Markov model”, IEEE International Conference on Spoken Language
Processing, September 2002.[pdf]
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Luhong Liang, Xiaoxing Liu, Yibao Zhao,
Xiabo Pi and Ara V. Nefian, “Speaker independent audio-visual continuous speech
recognition”, IEEE International Conference on Multimedia and Expo,
August 2002. [pdf]
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Ara V. Nefian, Luhong Liang, Xiaobo Pi,
Xiaoxing Liu, Crusoe Mao Kevin Murphy ,“A coupled HMM for audio-visual speech
recognition”, IEEE International Conference on Acoustic Speech and Signal Processing 2002.
[pdf]
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Ara V. Nefian, Radek Grezsczuk and Victor
Eruhimov ,“A statistical upper body model for 3D static and dynamic gesture
recognition from stereo sequences”, IEEE International Conference on Image Processing 2001.[pdf]
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Ara. V. Nefian and Monson H. Hayes III,
“Face detection and recognition using Hidden Markov Models”, IEEE
International Conference on Image Processing1998.
[pdf]
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Ara. V. Nefian and Monson H. Hayes III,
“Hidden Markov Models for face recognition”, IEEE International Conference on
Acoustic Speech and Signal Processing 1998.
[pdf]
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Ara V. Nefian, Mehdi Khosravi and Monson H.
Hayes III, “Real-time human face detection from uncontrolled environments”,
SPIE Visual Communications on Image Processing 1997.
[pdf]
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