
Journal Publications
 V.Y.F. Tan, S.~Sanghavi, J.W. Fisher, and A.S.
Willsky.
Learning graphical models for
hypothesis testing and classification.
Signal Processing, IEEE Transactions on, 58 no. 11 pp. 5481
5495, 2010.
 Kush~R. Varshney, Mujdat Cetin, John~W. {Fisher III},
and Alan~S. Willsky.
Sparse representation in
structured dictionaries with application to synthetic aperture radar.
IEEE Transactions on Signal Processing, 56 no. 8 pp.
14861502, August 2008.
 Jason~L. Williams, John~W. Fisher~III, and Alan~S.
Willsky.
Approximate dynamic
programming for communicationconstrained sensor network management.
IEEE Transactions on Signal Processing, 55 no. 8 pp.
39954003, August 2007.
 Leonid Taycher, John~W. Fisher~III, and Trevor
Darrell.
Combining object and feature
dynamics in probabilistic tracking.
Computer Vision and Image Understanding (special issue), 108
pp. 243260, 2007.
 K.M. Pohl, Fisher J., S.~Bouix, Shenton M., R.~McCarley,
W.E.L. Grimson, R.~Kikinis, and W.M. Wells.
Using the logarithm of odds to
define a vector space on probabilistic atlases.
Medical Image Analysis, 11 no. 5 pp. 465477, 2007.
 Emily~B. Fox, John~W. Fisher~III, and Alan~S.
Willsky.
Detection and localization of
material releases with sparse sensor configurations.
IEEE Transactions on Signal Processing, 55 no. 5 pp.
18861898, May 2007.
 Kilian Pohl, J.~Fisher, W.E.L. Grimson, R.~Kikinis, and
W.M. Wells.
A bayesian model for joint
segmentation and registration.
Neuroimage, 31 no. 1 pp. 228239, 2006.
 Mujdat Cetin, Lei Chen, John Fisher, Alexander Ihler,
Randolph Moses, and Alan Willsky.
Distributed fusion in sensor
networks: A graphical models perspective.
IEEE Signal Processing Magazine, 23 no. 4 pp. 4255, Jul
2006.
 Alexander~T. Ihler, Fisher John~W. III, and A.S.
Willsky.
Nonparametric belief
propagation for selflocalization of sensor networks.
IEEE Journal on Selected Areas in Communications, 23 no. 4
pp. 809819, Apr 2005.
 A.~T. Ihler, J.~W.~Fisher III, and A.~S. Willsky.
Loopy belief propagation:
Convergence and effects of message errors.
Journal of Machine Learning Research, 6 pp. 905936, May
2005.
 Junmo Kim, John~W. Fisher~III, Anthony Yezzi~Jr.,
Mujdat Cetin, and Alan~S. Willsky.
A nonparametric statistical
method for image segementation using information theory and curve
evolution.
IEEE Transactions on Image Processing, 14 no. 10 pp.
14861502, Oct 2004.
 A.~T. Ihler, J.~W.~Fisher III, and A.~S. Willsky.
Nonparametric hypothesis tests
for statistical dependency.
IEEE Transactions on Signal Processing, 52, August 2004.
 John~W. Fisher~III and Trevor Darrell.
Speaker association with
signallevel audiovisual fusion.
IEEE Transactions on Multimedia, 6 no. 3 pp. 406413, Jun
2004.
 Erik~G. LearnedMiller and John~W.
Fisher~III.
Ica using spacings
estimates of entropy.
Journal of Machine Learning Research, special issue on Independent
Components Analysis, 4 pp. 12711295, Dec 2003.
 Andrew~J. Kim, John~W. Fisher~III, and Alan~S.
Willsky.
Detection and analysis of
anisotropic scattering in sar data.
Multidimensional Systems and Signal Processing, 14 no. 3 pp.
4982, Jul 2003.
 John~A. Richards, Alan Willsky, and John~W.
Fisher~III.
An expectationmaximization
approach to target model generation from multiple sar images.
Optical Engineering, 41 no. 1 pp. 150166, Jan 2002.
 John~W. Fisher~III, Martin~J. Wainwright, Erik~B.
Sudderth, and Alan~S. Willsky.
Statistical and informationtheoretic methods for selforganization and
fusion of multimodal, networked sensors.
International Journal of High Performance Computing Applications,
16 no. 3 pp. 337355, Aug 2002.
 J.~Principe, D.~Xu, Q.~Zhao, and J.~Fisher.
Learning from examples with
information theoretic criteria.
Journal of VLSI Signal Proc. Systems, special issue on neural
networks, no. 26 pp. 6177, Aug 2000.
 Jose~C. Principe, Alex Radisavljevic, John~W.
Fisher~III, Margarita Hiett, and Leslie~M. Novak.
Target prescreening based on
a quadratic gamma discriminator.
IEEE Transactions on Aerospace and Electronic Systems, 34 no.
3 pp. 70615, Jul 1998.
 Jose~C. Principe, Munchurl Kim, and John~W.
Fisher~III.
Target discrimination in
synthetic aperture radar using artificial neural networks.
IEEE Transactions on Image Processing, Special Issue on Applications of
Artificial Neural Networks to Image Processing, 7 no. 8 pp.
11361149, Aug 1998.
 John~W. Fisher~III and Jose~C. Principe.
Recent advances to nonlinear mace filters (invited paper).
Optical Engineering, 36 no. 10 pp. 26972709, Oct 1997.
 John~W. Fisher~III and Jose~C. Principe.
A nonlinear extension of the mace filter.
Neural Networks, Special Issue: Neural Networks for ATR, 8
pp. 11311141, 1995.
Conference Publications
 Dahua Lin, W.E.L. Grimson, and John~W. {Fisher
III}.
Modeling and estimating
persistent motion with geometric flows.
In Computer Vision and Pattern Recognition, 2010. CVPR 2010. IEEE
Conference on, June 2010.
 Dahua Lin, W.E.L. Grimson, and J.~W.
{Fisher~III}.
Construction of dependent dirichlet processes based on compount poisson
processes.
In Neural Information Processing Systems, 2010.
 Michael~R. Siracusa and John~W. {Fisher
III}.
Tractable bayesian
inference of timeseries dependence structure.
In Proceedings of the Twelfth International Conference on Artificial
Intelligence and Statistics, 2009.
 Andrew Mastin, Jeremy Kepner, and John~W. {Fisher
III}.
Automatic registration of
lidar and optical images of urban scenes.
In Computer Vision and Pattern Recognition, 2009. CVPR 2009. IEEE
Conference on, June 2009.
 Dahua Lin, W.E.L. Grimson, and John~W. {Fisher
III}.
Learning visual flows: A lie
algebraic approach.
In Computer Vision and Pattern Recognition, 2009. CVPR 2009. IEEE
Conference on, June 2009.
 John~W. Fisher~III, Michael Siracusa, and King
Tieu.
Estimation of signal
information content for classification.
In Proceedings of the IEEE DSP Workshop, January 2009.
 Jason Chang and John~W. {Fisher III}.
Segmentation and shading
estimation in slowly changing textured images.
In Proceedings of the IEEE International Conference on Computer Vision
(ICCV), 2009.
 V.Y.F. Tan, J.W. Fisher, and A.S. Willsky.
Learning maxweight
discriminative forests.
Acoustics, Speech and Signal Processing, 2008. ICASSP 2008. IEEE
International Conference on, pages 18771880, 31 2008April 4 2008.
 Michael Siracusa and John~W. Fisher~III.
Interaction analysis
using switching structures autoregressive models.
In Michael Schulte, editor, Proceedings of 42nd Asilomar Conference on
Signals, Systems, and Computers, Pacific Grove, CA, October 2008.
 Ayres Fan, John W.~Fisher III, Jonathan Kane, and
Alan~S. Willsky.
Mcmc curve sampling and
geometric conditional simulation.
volume 6814, page 681407. SPIE, 2008.
 Jason~L. Williams, John~W. Fisher~III, and
Alan~S. Willsky.
Performance guarantees for
informationtheoretic sensor resource management.
In Proceedings of ICASSP, 2007.
 Jason~L. Williams, John~W. Fisher~III, and
Alan~S. Willsky.
Performance guarantees for
information theoretic active inference.
In Marina Meila and Xiaotong Shen, editors, Proceedings of the Eleventh
International Conference on Artificial Intelligence and Statistics,
pages 616623, March 2007.
 Jason~L. Williams, John~W. {Fisher III}, and Alan~S.
Willsky.
A constraint generation integer
programming approach to information theoretic sensor resource management.
In Proc. IEEE Workshop on Statistical Signal Processing, August
2007.
 K.R. Varshney, M.~Cetin, J.W. Fisher, and A.S.
Willsky.
A sparse signal representationbased approach to image formation and
anisotropy determination in wideangle radar.
Signal Processing and Communications Applications, 2007. SIU 2007. IEEE
15th, pages 14, June 2007.
 Michael Siracusa and John~W. Fisher~III.
Dynamic dependency tests
for audiovisual speaker association.
In Proceedings of ICASSP, 2007.
 Michael Siracusa and John~W. Fisher~III.
Dynamic dependency
tests: Analysis and applications to multimodal data association.
In Marina Meila and Xiaotong Shen, editors, Proceedings of the Eleventh
International Conference on Artificial Intelligence and Statistics,
pages 505512, March 2007.
 A.C. Fan, J.W. Fisher~III, W.M. Wells~III, J.J.
LEvitt, and A.S. Willsky.
Mcmc curve sampling for image
segmentation.
In N.~Ayache, A.~Ourselin, and A.~Maeder, editors, Medical Image
Computing and ComputerAssisted Intervention  MICCAI 2007, pages
477485. SpringerVerlag, 2007.
 Biswajit Bose, John Fisher, Bruce Fischl, Oliver Hinds,
and Eric Grimson.
Detecting cortical surface regions
in structural mr data.
In Proceedings of the IEEE Workshop on Mathematical Methods in Biomedical
Image Analysis (MMBIA), Rio de Janeiro, Brazil, Oct 2007.
 Jason~L. Williams, John~W. {Fisher III}, and
Alan~S. Willsky.
Sensor management for
multiple target tracking with heterogeneous sensor models.
In Proc.\ SPIE Signal Processing, Sensor Fusion, and Target
Recognition, volume 6235. The International Society for Optical
Engineering, April 2006.
 Jason~L. Williams, John~W. {Fisher III}, and Alan~S.
Willsky.
Importance sampling
actorcritic algorithms.
In American Control Conference, June 2006.
 Kush~R. Varshney, Mujdat Cetin, John~W. {Fisher
III}, and Alan~S. Willsky.
Wideangle sar image
formation with migratory scattering centers and regularization in hough
space.
In Proceedings of the Adaptive Sensor Array Processing Workshop,
June 2006.
 Kush~R. Varshney, Mujdat Cetin, John~W. {Fisher
III}, and Alan~S. Willsky.
Joint image formation and
anisotropy characterization in wideangle sar.
In Proc. SPIE Algorithms for Synthetic Aperture Radar Imagery XIII.
The International Society for Optical Engineering, April 2006.
 Michael Siracusa and John~W. Fisher~III.
Inferring dynamic
dependency with applications to link analysis.
In Scott Acton, editor, Proceedings of 40th Asilomar Conference on
Signals, Systems, and Computers, Pacific Grove, CA, October 2006.
 K.M. Pohl, Fisher J., Shenton M., R.~McCarley,
W.E.L. Grimson, R.~Kikinis, and W.M. Wells.
Logarithm odds maps for shape
representation.
In Ninth International Conference Medical Image Computing and
ComputerAssisted Intervention, 2006.
 Emily~B. Fox, Jason~L. Williams, John~W.
Fisher~III, and Alan~S. Willsky.
Detection and localization of
material releases with sparse sensor configurations.
In Proceedings of ICASSP, volume~4, pages 945948, 2006.
 Jason~L. Williams, John~W. {Fisher III}, and Alan~S.
Willsky.
Optimization approaches to
dynamic routing of measurements and models in a sensor network object
tracking problem.
In Proc. International Conference on Acoustics, Speech and Signal
Processing, pages 10611065. IEEE, March 2005.
 Jason~L. Williams, John~W. {Fisher III}, and Alan~S.
Willsky.
An approximate dynamic
programming approach to a communication constrained sensor management
problem.
In Proc. Eighth International Conference of Information Fusion, July
2005.
 Jason~L. Williams, John~W. {Fisher III}, and Alan~S.
Willsky.
An approximate dynamic
programming approach for communication constrained inference.
In Proc. IEEE Workshop on Statistical Signal Processing, July 2005.
 L.~Taycher, J.~W. Fisher, and T.~Darrell.
Incorporating object
tracking feedback into background maintenance framework.
In Proceedings of IEEE Workshop on Motion and Video Computing, 2005.
 L.~Taycher, J.~W. Fisher, and T.~Darrell.
Combining object and feature
dynamics in probabilistic tracking.
In Proceedings IEEE Conf. on Computer Vision and Pattern
Recognition, pages 106113, 2005.
 Michael Siracusa, Kinh Tieu, Alexander Ihler,
John Fisher, and Alan Willsky.
Estimating dependency and
significance in highdimensional data.
In Proceedings of ICASSP, volume~5, pages 10851088, 2005.
 K.~Pohl, J.~Fisher, J.J. Levitt, M.E. Shenton,
R.~Kikinis, W.E.L. Grimson, and W.M. Wells.
A unifying approach to
registration, segmentation, and intensity correction.
In Eighth International Conference on Medical Image Computing and
Computer Assisted Intervention, 2005.
 K.~Pohl, J.~Fisher, R.~Kikinis, W.E.L. Grimson, and
W.M. Wells.
Shape based segmentation of
anatomical structures in magentic resonance images.
In Proceedings of the ICCV Workshop on Computer Vision for Biomedical
Image Applications: Current Techniques and Future Trends, 2005.
 Alexander Ihler, John Fisher, and Alan Willsky.
Particle filtering under
communications constraints.
In Proceedings of the IEEE Statistical Signal Processing Workshop,
2005.
 O.~Aranjelovic, G.~Shakhnarovich, J.~Fisher,
R.~Cippola, and T.~Darrell.
Face recognition with
image sets using manifold density divergence.
In Proceedings IEEE Conf. on Computer Vision and Pattern
Recognition, pages 581588, 2005.
 L.~Taycher, J.~W. Fisher, and T.~Darrell.
Combining simple models to approximate complex dynamics.
In Proceedings of the IEEE Workshop on Statistical Methods in Video
Processing, 2004.
 Alexander~T. Ihler, John Fisher~III, Randolph~L.
W.~Moses, and Alan Willsky.
Nonparametric belief
propagation for sensor network selfcalibration.
In Proceedings of the 2004 IEEE International Conference on Acoustics,
Speech and Signal Processing. IEEE, 2004.
 Alexander~T. Ihler, John~W. Fisher, Randolph~L.
Moses, and Alan~S. Willsky.
Nonparametric belief propagation for selfcalibration in sensor networks.
In Thrasos Pappas and Jennifer Hou, editors, Information Processing in
Sensor Networks, pages 225233. ACM, 2004.
 A.~T. Ihler, J.~W. {Fisher~III}, and A.~S. Willsky.
Message errors in belief propagation.
In Neural Information Processing Systems, 2004.
 E.R. Cosman, J.W. Fisher, and W.M. Wells.
Exact map activity
detection in fmri using a glm with an ising spatial prior.
In Medical Image Computing and ComputerAssisted Intervention  MICCAI
2004, pages 703710, 2004.
 Lilla Zollei, John~W. Fisher~III, and W.M.
Wells~III.
A unified statistical and
information theoretic framework for multimodal image registration.
In Chris Taylor and J.~Alison Noble, editors, Proceedings of 18th
International Conference on Information Processing in Medical Imaging,
volume 2732 of Lecture Notes in Computer Science, pages 366377.
Springer, Jul 2003.
 Michael Siracusa, LouisPhilippe Morency, Kevin
Wilson, John Fisher, and Trevor Darrell.
A multimodal approach for determining speaker location and focus.
In Proceedings of the International Conference on Multimodal
Interfaces, 2003.
 Erik~G. LearnedMiller and John~W.
Fisher~III.
Ica using spacings estimates of entropy.
In Fourth International Symposium on Independent Component Analysis and
Blind Signal Separation, 2003.
 Junmo Kim, John~W. Fisher~III, Anthony Yezzi~Jr.,
Mujdat Cetin, and Alan~S. Willsky.
Incorporating complex
statistical information in active contourbased image segmentation.
In IEEE International Conference on Image Processing, pages II
655658, Barcelona, Spain, Sep 2003.
 Alexander~T. Ihler, John~W. Fisher, and Alan~S.
Willsky.
Hypothesis testing of factorizations for data association.
In Feng Zhao and Leo Guibas, editors, Information Processing in Sensor
Networks, Lecture Notes in Computer Science, pages 239253.
SpringerVerlag, 2003.
 John~W. Fisher~III and Trevor Darrell.
Learning crossmodal
appearance models with application to tracking.
In Proceedings of the 2003 IEEE International Conference on Multimedia
and Exposition, volume~II, pages 1316, 2003.
 A.~Fan, W.M. Wells~III, J.W. Fisher~III, M.~Cetin,
S.~Haker, R.~Mulkern, C.~Tempany, and A.S. Willsky.
A unified variational approach
to denoising and bias correction in mr.
In Chris Taylor and J.~Alison Noble, editors, Proceedings of 18th
International Conference on Information Processing in Medical Imaging,
volume 2732 of Lecture Notes in Computer Science, pages 148159.
Springer, Jul 2003.
 Leonid Taycher, John~W. Fisher~III, and Trevor
Darrell.
Recovering articulated model topology from observed rigid motion.
In Suzanna Becker, Sebastian Thrun, and Klaus Obermayer, editors,
Advances in Neural Information Processing Systems 15, pages
13351342, Vancouver, Canada, 2002. Cambridge Press, Cambridge, MA.
 Leonid Taycher, John~W. Fisher~III, and Trevor
Darrell.
Recovering articulated model topology from observed motion.
In ?, editor, Proceedings of the IEEE Workshop on Statistical Methods in
Video Processing, volume~?, pages ??, 2002.
 Gregory Shakhnarovich, John~W. Fisher~III,
and Trevor Darrell.
Face recognition from longterm observations.
In Anders Heyden, Gunnar Sparr, Mads Nielsen, and Peter Johansen, editors,
7th European Conference on Computer Vision, volume 2352 of
Lecture Notes in computer science, pages 851865, Copenhagen,
Denmark, May 2831 2002. SpringerVerlag.
 Dmitry Malioutov, Mujdat Cetin, John~W.
Fisher~III, and Alan~S. Willsky.
Superresolution source localization through dataadaptive regularization.
In Proceedings of the Adaptive Sensor Array Processing Workshop,
pages 194198, Mar 2002.
 Dmitry Malioutov, Mujdat Cetin, John~W.
Fisher~III, and Alan~S. Willsky.
Superresolution source localization through dataadaptive regularization.
In IEEE Sensor Array and Multichannel Signal Processing Workshop,
pages 194198, Rosslyn, VA, Aug 2002.
 Junmo Kim, John~W. Fisher~III, Anthony Yezzi~Jr.,
Mujdat Cetin, and Alan~S. Willsky.
Nonparametric methods for image
segmentation using information theory and curve evolution.
In IEEE International Conference on Image Processing, pages 797800,
Rochester, NY, Sep 2002.
 John~W. Fisher~III and Trevor Darrell.
Probabalistic models and informative subspaces for audiovisual
correspondence.
In Anders Heyden, Gunnar Sparr, Mads Nielsen, and Peter Johansen, editors,
7th European Conference on Computer Vision, volume 2352 of
Lecture Notes in computer science, pages 592603, Copenhagen,
Denmark, May 2831 2002. SpringerVerlag.
 John~W. Fisher~III and Trevor Darrell.
Informative subspaces for
audiovisual processing:highlevel function from lowlevel fusion.
In Proceedings of ICASSP, volume~4, pages 41044107, 2002.
 Alexander~T. Ihler, John~W. Fisher~III, and Alan
Willsky.
Nonparametric estimators for
online signature authentication.
In Proceedings of the 2001 IEEE International Conference on Acoustics,
Speech and Signal Processing, volume~6, pages 34733476. IEEE, 2001.
 John~W. Fisher~III, Eric Cosman, C.~Wible, and
W.Wells III.
Adaptive entropy rates for {\em f}mri data analysis.
In ??, editor, Fourth International Conference on Medical Image Computing
and ComputerAssisted Intervention, volume~?? of Lecture Notes in
Computer Science, pages ?? Springer, Oct 2001.
 John~A. Richards, John~W. Fisher~III, and Alan~S.
Willsky.
Expectationmaximization approach to target model generation from multiple
sar images.
In E.~Zelnio, editor, Proc. SPIE, Algorithms for Synthetic Aperture Radar
Imagery VII, volume 4053, 2000.
 Junmo Kim, John~W. Fisher~III, A.T. Tsai, C.~Wible,
A.S. Willsky, and W.Wells III.
Incorporating spatial priors into an information theoretic approach for {\em
f}mri data analysis.
In ??, editor, Third International Conference on Medical Image Computing
and ComputerAssisted Intervention, volume 1935 of Lecture Notes in
Computer Science, pages 6271. Springer, Oct 2000.
 Andrew~J. Kim, Sinan Dogan, John~W. Fisher~III,
Randolph~L. Moses, and Alan~S. Willsky.
Attributing scatterer anisotropy for modelbased atr.
In E.~Zelnio, editor, Proc. SPIE, Algorithms for Synthetic Aperture Radar
Imagery VII, volume 4053, 2000.
 John~W. Fisher~III, Trevor Darrell, William~T.
Freeman, and Paul. Viola.
Learning joint statistical models for audiovisual fusion and segregation.
In Advances in Neural Information Processing Systems 13, 2000.
 John~W. Fisher~III.
Nonparametric sensor fusion: An information theoretic learning approach.
In Yann LeCun and Yoshua Bengio, editors, Proceedings of the Learning
Workshop, Snowbird, Utah, Apr 2000.
 Trevor Darrell, John Fisher, Paul Viola, and
Freeman Bill.
Audiovisual segmentation and the cocktail party effect.
In Proceedings of the International Conference on Multimodal
Interfaces, Oct 2000.
 A.T. Tsai, J.W. Fisher~III, C.~Wible, W.~III Wells,
J.~Kim, and A.S. Willsky.
Analysis of functional mri data
using mutual information.
In Chris Taylor and Alan Colchester, editors, Second International
Conference on Medical Image Computing and ComputerAssisted
Intervention, volume 1679 of Lecture Notes in Computer Science,
pages 473480. Springer, Sep 1999.
 John~A. Richards, John~W. Fisher~III, and Alan~S.
Willsky.
Target model generation from multiple sar images.
In E.~Zelnio, editor, Proc. SPIE, Algorithms for Synthetic Aperture Radar
Imagery VI, volume 3721, pages 598611, 1999.
 Andrew~J. Kim, John~W. Fisher~III, Alan~S. Willsky, and
Paul Viola.
Nonparametric estimation of aspect dependence for atr.
In E.~Zelnio, editor, Proc. SPIE, Algorithms for Synthetic Aperture Radar
Imagery VI, volume 3721, pages 332342, 1999.
 John~W. Fisher~III and Alan~S. Willsky.
Information theoretic feature extraction for atr (invited paper).
In Fred~J. Taylor, editor, Proceedings of 34th Asilomar Conference on
Signals, Systems, and Computers, Pacific Grove, CA, October 1999.
 John~W. Fisher~III, Alex~T. Ihler, and Paul~A.
Viola.
Learning informative statistics: A nonparametric approach.
In S.~A. Solla, T.~K. Leen, and KR. Müller, editors, Advances in Neural
Information Processing Systems 12, 1999.
 Dongxin Xu, Jose~C. Principe, John~W. Fisher~III, and
HsiaoChun Wu.
A novel measure for independent component analysis (ica).
In Proceedings of the 1998 IEEE International Conference on Acoustics,
Speech and Signal Processing, volume~2, pages 11614. IEEE, 1998.
 Jose~C. Principe, Dongxin Xu, and John~W.
Fisher~III.
Pose estimation in sar using an information theoretic criterion.
In E.~Zelnio, editor, Proc. SPIE, Algorithms for Synthetic Aperture Radar
Imagery V, volume 3370, pages 219229, 1998.
 John~W. Fisher~III, Jose~C. Principe, and
HsiaoChun Wu.
A kernel based approach to
maximum entropy mappings.
In Proceedings of the IEEE International Symposium on Information
Theory, Boston, MA, 1998.
 John~W. Fisher~III and Jose~C. Principe.
A methodology for
information theoretic feature extraction.
In A.~Stuberud, editor, Proceedings of the IEEE International Joint
Conference on Neural Networks, 1998.
 John~W. Fisher~III and Jose~C. Principe.
Blind source separation by local interaction of output signals.
In Proceedings of the IEEE DSP Workshop, Aug 1998.
 Jeremy~S. De~Bonet, Paul~A. Viola, and John~W.
Fisher~III.
Flexible histograms: A multiresolution target discrimination model.
In Firooz~A. Sadjadi, editor, Proc. SPIE, Automatic Target Recognition
VIII, volume 3371, pages 519530, 1998.
 Li~Kang Yen, Jose~C. Principe, and John~W. Fisher~III.
Focus of attention in uwb sar image.
In Robert Trebits and James~L. Kurtz, editors, Proc. SPIE, Radar Sensor
Technology II, volume 3066, pages 136142, 1997.
 Phu Phuong, E.~Adler, J~Speulstra, J~Clark, M~Bartlet, and
John~W. Fisher~III.
An ultrawideband exciter for groundpenetration radar systems.
In IEEE MTTS International Microwave Symposium Digest, volume~3,
pages 11358, 1997.
 James~L. Kurtz, John~W. Fisher~III, Gordon Skau, Jashmid
Armaghani, and Jonathan~G. Moxley.
Advances in groundpenetrating radar for road subsurface measurements.
In Robert Trebits and James~L. Kurtz, editors, Proc. SPIE, Radar Sensor
Technology II, volume 3066, pages 1121, 1997.
 John~W. Fisher~III and Jose~C. Principe.
Entropy manipulation of
arbitrary nonlinear mappings.
In J.C. Principe, editor, Proc. IEEE Workshop, Neural Networks for Signal
Processing VII, pages 1423, 1997.
 Munchurl Kim, John~W. Fisher~III, and Jose~C.
Principe.
New cfar stencil for target detections in synthetic aperture imagery.
In Edmund~G. Zelnio and Robert~J. Douglass, editors, Proc. SPIE,
Algorithms for Synthetic Aperture Radar Imagery III, volume 2757, pages
432442, 1996.
 J.W. Fisher and J.C. Principe.
Unsupervised learning for
nonlinear synthetic discriminant functions.
In D.~Casasent and T.~Chao, editors, Proc. SPIE, Optical Pattern
Recognition VII, volume 2752, pages 213, 1996.
 Eric~D. Adler, John Clark, Phuong Phu, John Speulstra,
Marion Bartlett, and John~W. Fisher~III.
Ultrawideband exciter development for a groundpenetrating radar.
In Gerald~S. Ustach, editor, Proc. SPIE, Radar Sensor Technology,
volume 2747, pages 184193, 1996.
 Jose~C. Principe, Alex Radisavljevic, Munchurl Kim,
John~W. Fisher~III, Margarita Hiett, and Leslie~M. Novak.
Target prescreening based on 2d gamma kernels.
In Dominick~A. Giglio, editor, Proc. SPIE, Algorithms for Synthetic
Aperture Radar Imagery II, pages 251258, 1995.
 John~W. Fisher~III and Jose~C Principe.
Experimental results using a nonlinear extension of the minimum average
correlation energy (mace) filter.
In D.~Casasent and T.~Chao, editors, Proc. SPIE, Optical Pattern
Recognition VI, volume 2490, pages 4152, 1995.
 John~W. Fisher~III and Jose~C. Principe.
Formulation of the mace filter as a linear associative memory.
In Proceedings of the IEEE International Conference on Neural
Networks, volume~5, pages 29342937, Jun 1994.
Book Chapters
 Mujdat Cetin, Lei Chen, John Fisher, Alexander
Ihler, Patrick Kreidl, Randolph Moses, Martin Wainwright, Jason Williams, and
Alan Willsky.
Wireless Sensor Networks:Signal Processing and Communications
Perspectives, chapter Graphical Models and Fusion in Sensor Networks.
John Wiley \& Sons, Ltd., 2007.
 T.~Darrell, J.~Fisher, and K.~Wilson.
Advances in Natural Multimodal Dialog Systems, chapter Geometric and
Statistical Approaches to AudioVisual Segmentation for Untethered
Interaction.
Springer, 2006.
 L.~Zollei, J.~Fisher, and William~III Wells.
Mathematical Models in
Computer Vision: The Handbook, chapter An Introduction to
Statistical Methods of Medical Image Registration.
Springer, 2005.
 John~W. Fisher~III and Trevor Darrell.
Multimodal Interface for HumanMachine Communication, chapter
InformationTheoretic Fusion for Multimodal Interfaces, pages 219237.
World Scientific, 2002.
 Jose~C. Principe, John~W. Fisher~III, and Dongxin
Xu.
Unsupervised Adaptive Filtering, volume~1, chapter Information
Theoretic Learning.
John Wiley \& Sons, 2000.
Technical Reports
 K.M. Pohl, J.~Fisher, W.E.L. Grimson, and W.M.
Wells.
An expectation maximization
approach for integrated registration, segmentation, and intensity
correction.
Technical Report 2005010, Massachusetts Institute of Technology Computer
Science and Artificial Intelligence Laboratory, April 2005.
 Lilla Zollei, John~W. Fisher~III, and William~M.
Wells~III.
A unified statistical and information theoretic framework image registration.
AI Memo 2004011, Massachusetts Institute of Technology, Laboratory for
Computer Science and Artificial Intelligence, Cambridge, MA, Apr 2004.
 Erik~G. LearnedMiller and John~W.
Fisher~III.
Independent components analysis by direct entropy minimization.
Technical Report CSD031221, University of California at Berkeley, 2003.
 Andrew~J. Kim, John~W. Fisher~III, Paul~A. Viola, and
Alan~S. Willsky.
Subaperture extensions to the flexible histogram for sar atr.
In George Lukes, editor, Proceedings of the Image Understanding
Workshop. DARPA, 1998.
 John~W. Fisher~III and Jose~C. Principe.
A performance comparison of the mace filter to a simple nonlinear extension.
In Proceedings of the Joint Automatic Target Recognizer Systems and
Technology Conference IV and Image Understanding Workshop. DARPA, Aug
1994.
 John~W. Fisher~III.
Wavelet analysis of highresolution radar data sets.
Technical report, Electronic Communications Laboratory, University of
Florida, Gainesville, FL, Jul 1992.
 John~W. Fisher~III.
Response of sar system to coherent ecm (u).
Technical report, Electronic Communications Laboratory, University of
Florida, Gainesville, FL, Feb 1992.
 John~W. Fisher~III.
Targetlocation using noisy dopplerderived bearing measurements.
Technical report, Electronic Communications Laboratory, University of
Florida, Gainesville, FL, Nov 1991.
 John~W. Fisher~III.
Analysis of false target images due to modulation and local oscillator i/q
errors.
Technical report, Electronic Communications Laboratory, University of
Florida, Gainesville, FL, Nov 1991.
 John~W. Fisher~III.
Use of pulse response and correlation angle for analysis of high resolution
radar clutter measurements.
Technical report, Electronic Communications Laboratory, University of
Florida, Gainesville, FL, Nov 1990.
 John~W. Fisher~III.
Highresolution radar measurements of radar cross section and reflectivity of
tree clutter and scattering ground.
Technical report, Electronic Communications Laboratory, University of
Florida, Gainesville, FL, Nov 1990.
