### Publications (1999-Present)

#### 2020

Sue Zheng, David Hayden, Jason Pacheco, John W Fisher III;
"

**Sequential bayesian experimental design with variable cost structure**," in

* Advances in Neural Information Processing Systems 33*,
2020.

[pdf]
Genevieve Flaspohler, Nicholas Roy, John W Fisher III;
"

**Belief-dependent macro-action discovery in pomdps using the value of information**," in

* Advances in Neural Information Processing Systems 33*,
2020.

[pdf]
David S Hayden, Jason Pacheco, John W Fisher III;
"

**Nonparametric object and parts modeling with lie group dynamics**," in

* Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition*,
2020.

[pdf]
#### 2019

Yang Zhou, Jitendra Sharma, Qiong Ke, Rogier Landman, Jingli Yuan, Hong Chen, David S Hayden, John W Fisher III, Minqing Jiang, William Menegas;
"

**Atypical behaviour and connectivity in shank3-mutant macaques**," in

* Nature*,
2019.

[pdf]
Or Dinari, Angel Yu, Oren Freifeld, John W Fisher III;
"

**Distributed MCMC inference in dirichlet process mixture models using julia**," in

* 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2019, Larnaca, Cyprus, May 14-17, 2019*,
2019.

[pdf]
Jason Pacheco, John W. Fisher III;
"

**Variational information planning for sequential decision making**," in

* International Conference on Artificial Intelligence and Statistics (Aistats)*,
2019.

[pdf]
#### 2018

Sue Zheng, Jason Pacheco, John W Fisher III;
"

**A robust approach to sequential information theoretic planning**," in

* International Conference on Machine Learning (ICML)*,
2018.

[pdf]
Guy Rosman, Daniela Rus, Fisher III;
"

**Information-driven adaptive structured-light scanners**," in

* IEEE Trans. Computational Imaging*,
2018.

[pdf]
Guy Rosman, Changhyun Choi, Mehmet Remzi Dagar, John W Fisher III, Daniela Rus;
"

**Task-specific sensor planning for robotic assembly tasks**," in

* 2018 IEEE International Conference on Robotics and Automation, ICRA 2018, Brisbane, Australia, May 21-25, 2018*,
2018.

[pdf]
Julian Straub, Oren Freifeld, Guy Rosman, John J Leonard, John W Fisher III;
"

**The manhattan frame model–manhattan world inference in the space of surface normals**," in

* IEEE Transactions on Pattern Analysis and Machine Intelligence*,
2018.

[pdf]
#### 2017

Oren Freifeld, Soren Hauberg, Kayhan Batmanghelich, John W Fisher III;
"

**Transformations based on continuous piecewise-affine velocity fields**," in

* IEEE Transactions on Pattern Analysis and Machine Intelligence*,
2017.

[pdf]
R Cabezas, M Bláha, S Zheng, G Rosman, K Schindler, J Fisher III;
"

**On the role of representations for reasoning in large-scale urban scenes**," in

* 2017 Ieee Conference on Computer Vision and Pattern Recognition Workshops (Cvprw)*,
2017.

[pdf]
Zoran Dzunic, Justin G. Chen, Hossein Mobahi, Oral Büyüköztürk, John W. Fisher;
"

**A bayesian state-space approach for damage detection and classification**," in

* Mechanical Systems and Signal Processing*,
2017.

[pdf]
J. Straub, T. Campbell, J. P. How, J. W. Fisher III;
"

**Efficient global point cloud alignment using bayesian nonparametric mixtures**," in

* 2017 Ieee Conference on Computer Vision and Pattern Recognition (Cvpr)*,
2017.

[pdf]
#### 2016

Søren Hauberg, Oren Freifeld, Anders Boesen Lindbo Larsen, John W. Fisher III, Lars Kai Hansen;
"

**Dreaming more data: Class-dependent distributions over diffeomorphisms for learned data augmentation**," in

* Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, AISTATS 2016, Cadiz, Spain, May 9-11, 2016*,
2016.

[pdf]
G. Rosman, D. Rus, J. W. Fisher;
"

**Information-driven adaptive structured-light scanners**," in

* IEEE Conference on Computer Vision and Pattern Recognition (Cvpr)*,
2016.

[pdf]
Dilin Wang, John W. Fisher III, Qiang Liu;
"

**Efficient observation selection in probabilistic graphical models using bayesian lower bounds**," in

* Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, UAI 2016, June 25-29, 2016, New York City, Ny, USA*,
2016.

[pdf]
#### 2015

Randi Cabezas, Julian Straub, John W. Fisher III;
"

**Semantically-aware aerial reconstruction from multi-modal data**," in

* International Conference on Computer Vision (Iccv)*,
2015.

[pdf]
Oren Freifeld, Yixin Li, John W Fisher III;
"**A fast method for inferring high-quality simply-connected superpixels**," in * International Conference on Image Processing (ICIP)*,
2015.

G. Papachristoudis, J. W. Fisher III;
"**Adaptive belief propagation**," in * Proceedings of the 32nd International Conference on Machine Learning (Icml)*,
2015.

G. Papachristoudis, J. W. Fisher III;
"**Efficient information planning in gaussian mrfs**," in * Proceedings of the 18th International Conference on Information Fusion*,
2015.

Trevor Campbell, Julian Straub, John W Fisher III, Jonathan P How;
"**Streaming, distributed variational inference for bayesian nonparametrics**," in * Advances in Neural Information Processing Systems 28*,
2015.

Julian Straub, Jason Chang, Oren Freifeld, John W. Fisher III;
"**A dirichlet process mixture model for spherical data**," in * Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics (Aistats)*,
2015.

Julian Straub, Trevor Campbell, Jonathan P. How, John W. Fisher III;
"**Small-variance nonparametric clustering on the hypersphere**," in * IEEE Conference on Computer Vision and Pattern Recognition (Cvpr)*,
2015.

Julian Straub, Nishchal Bhandari, John J. Leonard, John W. Fisher III;
"**Real-time manhattan world rotation estimation in 3D**," in * IEEE International Conference on Intelligent Robots and Systems (Iros)*,
2015.

#### 2014

J Chang, R. Cabezas, J. W. Fisher III;
"**Bayesian nonparametric intrinsic image decomposition**," in * Proceedings of the European Conference on Computer Vision (ECCV)*,
2014.

Zoran Dzunic, John W. Fisher III;
"

**Bayesian switching interaction analysis under uncertainty**," in

* Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics (AISTATS)*,
2014.

[pdf]
J Chang, J. W. Fisher III;
"**Parallel sampling of HDPs using sub-cluster splits**," in * Proceedings of the Neural Information Processing Systems (NIPS)*,
2014.

Guy Rosman, Mikhail Volkov, Dan Feldman, John W Fisher III, Daniela Rus;
"**Coresets for k-segmentation of streaming data**," in * Advances in Neural Information Processing Systems 27*,
2014.

Julian Straub, Guy Rosman, Oren Freifeld, John J. Leonard, John W. Fisher III;
"**A mixture of manhattan frames: Beyond the manhattan world**," in * IEEE Conference on Computer Vision and Pattern Recognition (CVPR)*,
2014.

Julian Straub, Sue Zheng, John W. Fisher III;
"**Bayesian nonparametric modeling of driver behavior**," in * IEEE Intelligent Vehicles Symposium*,
2014.

#### 2013

J. Chang, D. Wei, J. W. Fisher III;
"**A video representation using temporal superpixels**," in * Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)*,
2013.

J. Chang, J. W. Fisher III;
"**Topology-constrained layered tracking with latent flow**," in * Proceedings of the IEEE International Conference on Computer Vision (ICCV)*,
2013.

Jason Chang, John W. Fisher;
"**Parallel sampling of dp mixture models using sub-clusters splits**," in * Proceedings of the Neural Information Process Systems (NIPS)*,
2013.

#### 2012

Jason Chang, John W. Fisher III;
"**Efficient topology-controlled sampling of implicit shapes**," in * Proceeding of the IEEE International Conference on Image Processing (ICIP)*,
2012.

Georgios Papachristoudis, John W. Fisher III;
"**Theoretical guarantees on penalized information gathering**," in * Proc. IEEE Workshop on Statistical Signal Processing*,
2012.

Dahua Lin, John W. Fisher III;
"**Low level vision via switchable markov random fields**," in * Computer Vision and Pattern Recognition, 2012. CVPR 2012. IEEE Conference On*,
2012.

Dahua Lin, John W. Fisher III;
"**Manifold guided composite of markov random fields for image modeling**," in * Computer Vision and Pattern Recognition, 2012. CVPR 2012. IEEE Conference On*,
2012.

Dahua Lin, John W. Fisher III;
"**Efficient sampling from combinatorial space via bridging**," in * Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics*,
2012.

Dahua Lin, J. W. Fisher III;
"**Coupling nonparametric mixtures via latent dirichlet processes**," in * Advances in Neural Information Processing Systems 25*,
2012.

Donglai Wei, Dahua Lin Lin, John Fisher III;
"**Learning deformations with parallel transport**," in * Computer Vision – Eccv 2012*,
2012.

#### 2011

John W. Fisher III, Georgios Papachristoudis, Dahua Lin;
"**Information planning in distributed systems: Value independent information models**," in * Proceedings of the Defense Applications of Signal Processing Workshop*,
2011.

Jason Chang, John W. Fisher III;
"**Efficient mcmc sampling with implicit shape representations**," in * Computer Vision and Pattern Recognition, 2011. CVPR 2011. IEEE Conference On*,
2011.

#### 2010

V. Y. F. Tan, S. Sanghavi, J. W. Fisher III, A. S. Willsky;
"**Learning graphical models for hypothesis testing and classification**," in * Signal Processing, IEEE Transactions On*,
2010.

Dahua Lin, W. E. L. Grimson, John W. Fisher III;
"**Modeling and estimating persistent motion with geometric flows**," in * Computer Vision and Pattern Recognition, 2010. CVPR 2010. IEEE Conference On*,
2010.

Dahua Lin, W. E. L. Grimson, J. W. Fisher III;
"**Construction of dependent dirichlet processes based on compound poisson processes**," in * Neural Information Processing Systems*,
2010.

#### 2009

J. Chang, J. W. Fisher III;
"**Analysis of orientation and scale in smoothly varying textures**," in * IEEE 12th International Conference on Computer Vision*,
2009.

John W. Fisher III, Michael Siracusa, Kinh Tieu;
"**Estimation of signal information content for classification**," in * Proceedings of the Ieee Dsp Workshop*,
2009.

Dahua Lin, W. E. L. Grimson, John W. Fisher III;
"**Learning visual flows: A lie algebraic approach**," in * Computer Vision and Pattern Recognition, 2009. CVPR 2009. IEEE Conference On*,
2009.

Andrew Mastin, Jeremy Kepner, 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*,
2009.

Michael R. Siracusa, John W. Fisher III;
"**Tractable bayesian inference of time-series dependence structure**," in * Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics*,
2009.

#### 2008

Michael Siracusa, John W. Fisher III;
"**Interaction analysis using switching structures autoregressive models**," in * Proceedings of 42nd Asilomar Conference on Signals, Systems, and Computers*,
2008.

Kush R. Varshney, Mujdat Cetin, John W. Fisher III, Alan S. Willsky;
"**Sparse representation in structured dictionaries with application to synthetic aperture radar**," in * IEEE Transactions on Signal Processing*,
2008.

V. Y. F. Tan, J. W. Fisher III, A. S. Willsky;
"**Learning max-weight discriminative forests**," in * Proceeedings of the IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP*,
2008.

Ayres Fan, John W. Fisher III, Jonathan Kane, Alan S. Willsky;
"**MCMC curve sampling and geometric conditional simulation**," in * Proceedings of the Society of Photo-Optical Instrumentation Engineers (SPIE) Computational Imaging Vi*,
2008.

#### 2007

Biswajit Bose, John Fisher III, Bruce Fischl, Oliver Hinds, Eric Grimson;
"**Detecting cortical surface regions in structural mr data**," in * Proceedings of the Ieee Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA)*,
2007.

Mujdat Cetin, Lei Chen, John Fisher, Alexander Ihler, Patrick Kreidl, Randolph Moses, Martin Wainwright, Jason Williams, Alan Willsky;
"**Graphical models and fusion in sensor networks**," in * Wireless Sensor Networks:Signal Processing and Communications Perspectives*,
2007.

A. C. Fan, J. W. Fisher III, W. M. Wells III, J. J. LEvitt, A. S. Willsky;
"**MCMC curve sampling for image segmentation**," in * Medical Image Computing and Computer-Assisted Intervention (MICCAI)*,
2007.

Emily B. Fox, John W. Fisher III, Alan S. Willsky;
"**Detection and localization of material releases with sparse sensor configurations**," in * IEEE Transactions on Signal Processing*,
2007.

K. M. Pohl, J. W. Fisher III, S. Bouix, M. Shenton, R. McCarley, W. E. L. Grimson, R. Kikinis, W. M. Wells III;
"**Using the logarithm of odds to define a vector space on probabilistic atlases**," in * Medical Image Analysis*,
2007.

Michael Siracusa, John W. Fisher III;
"**Dynamic dependency tests for audio-visual speaker association**," in * Proceedings of ICASSP*,
2007.

Michael Siracusa, John W. Fisher III;
"**Dynamic dependency tests: Analysis and applications to multi-modal data association**," in * Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics*,
2007.

Leonid Taycher, John W. Fisher III, Trevor Darrell;
"**Combining object and feature dynamics in probabilistic tracking**," in * Computer Vision and Image Understanding (Special Issue)*,
2007.

K. R. Varshney, M. Cetin, J. W. Fisher III, A. S. Willsky;
"**A sparse signal representation-based approach to image formation and anisotropy determination in wide-angle radar**," in * Proceedings of the 15 IEEE Conference on Signal Processing and Communications Applications*,
2007.

Jason L. Williams, John W. Fisher III, Alan S. Willsky;
"

**Approximate dynamic programming for communication-constrained sensor network management**," in

* IEEE Transactions on Signal Processing*,
2007.

[pdf]
Jason L. Williams, John W. Fisher III, Alan S. Willsky;
"

**Performance guarantees for information theoretic active inference**," in

* Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics*,
2007.

[pdf]
Jason L. Williams, John W. Fisher III, Alan S. Willsky;
"

**Performance guarantees for information-theoretic sensor resource management**," in

* Proceedings of ICASSP*,
2007.

[pdf]
Jason L. Williams, John W. Fisher III, Alan S. Willsky;
"

**A constraint generation integer programming approach to information theoretic sensor resource management**," in

* Proc. IEEE Workshop on Statistical Signal Processing*,
2007.

[pdf]
#### 2006

Mujdat Cetin, Lei Chen, John Fisher, Alexander Ihler, Randolph Moses, Alan Willsky;
"

**Distributed fusion in sensor networks: A graphical models perspective**," in

* IEEE Signal Processing Magazine*,
2006.

[pdf]
T. Darrell, J. Fisher, K. Wilson;
"**Geometric and statistical approaches to audio-visual segmentation for untethered interaction**," in * Advances in Natural Multimodal Dialog Systems*,
2006.

Michael Siracusa, John W. Fisher III;
"**Modeling and estimating dynamic dependency structure: Applications to audio-visual speaker labeling**," in * Proceedings of the Learning Workshop*,
2006.

Gregory Shakhnarovich, John W. Fisher III;
"**Performance of approximate nearest-neighbor classification**," in * Proceedings of the Learning Workshop*,
2006.

Emily B. Fox, Jason L. Williams, John W. Fisher III, Alan S. Willsky;
"**Detection and localization of material releases with sparse sensor configurations**," in * Proceedings of Icassp*,
2006.

Kilian Pohl, J. Fisher, W. E. L. Grimson, R. Kikinis, W. M. Wells;
"**A bayesian model for joint segmentation and registration**," in * Neuroimage*,
2006.

K. M. Pohl, Fisher J., Shenton M., R. McCarley, W. E. L. Grimson, R. Kikinis, W. M. Wells;
"**Logarithm odds maps for shape representation**," in * Ninth International Conference Medical Image Computing and Computer-Assisted Intervention*,
2006.

M. R. Siracusa, J. W. Fisher;
"**Inferring dynamic dependency with applications to link analysis**," in * 2006 Fortieth Asilomar Conference on Signals, Systems and Computers*,
2006.

Kush R. Varshney, Mujdat Cetin, John W. Fisher III, Alan S. Willsky;
"**Wide-angle sar image formation with migratory scattering centers and regularization in hough space**," in * Proceedings of the Adaptive Sensor Array Processing Workshop*,
2006.

Kush R. Varshney, Mujdat Cetin, John W. Fisher III, Alan S. Willsky;
"**Joint image formation and anisotropy characterization in wide-angle sar**," in * Proc. SPIE Algorithms for Synthetic Aperture Radar Imagery Xiii*,
2006.

Jason L. Williams, John W. Fisher III, Alan S. Willsky;
"**Importance sampling actor-critic algorithms**," in * American Control Conference*,
2006.

Jason L. Williams, John W. Fisher III, Alan S. Willsky;
"**Sensor management for multiple target tracking with heterogeneous sensor models**," in * Proc. SPIE Signal Processing, Sensor Fusion, and Target Recognition*,
2006.

#### 2005

O. Arandjelovic, G. Shakhnarovich, J. Fisher III, R. Cipolla, T. Darrell;
"**Face recognition with image sets using manifold density divergence**," in * IEEE Conference on Computer Vision and Pattern Recognition*,
2005.

A. T. Ihler, J. W. Fisher III, A. S. Willsky;
"**Loopy belief propagation: Convergence and effects of message errors**," in * Journal of Machine Learning Research*,
2005.

Alexander T. Ihler, Fisher John W. III, A. S. Willsky;
"**Nonparametric belief propagation for self-localization of sensor networks**," in * IEEE Journal on Selected Areas in Communications*,
2005.

Alexander Ihler, John Fisher, Alan Willsky;
"**Particle filtering under communications constraints**," in * Proceedings of the Ieee Statistical Signal Processing Workshop*,
2005.

Junmo Kim, John W. Fisher III, Anthony Yezzi Jr., Mujdat Cetin, Alan S. Willsky;
"**A nonparametric statistical method for image segementation using information theory and curve evolution**," in * IEEE Transactions on Image Processing*,
2005.

K. M. Pohl, J. Fisher, W. E. L. Grimson, W. M. Wells;
"**An expectation maximization approach for integrated registration, segmentation, and intensity correction**," in * *,
2005.

K. Pohl, J. Fisher, R. Kikinis, W. E. L. Grimson, W. M. Wells;
"**Shape based segmentation of anatomical structures in magentic resonance images**," in * Proceedings of the Iccv Workshop on Computer Vision for Bio-Medical Image Applications: Current Techniques and Future Trends*,
2005.

K. Pohl, J. Fisher, J. J. Levitt, M. E. Shenton, R. Kikinis, W. E. L. Grimson, 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.

Michael Siracusa, Kinh Tieu, Alexander Ihler, John Fisher, Alan Willsky;
"**Estimating dependency and significance in high-dimensional data**," in * Proceedings of Icassp*,
2005.

L. Taycher, J. W. Fisher, T. Darrell;
"**Combining object and feature dynamics in probabilistic tracking**," in * Proceedings Ieee Conf. on Computer Vision and Pattern Recognition*,
2005.

L. Taycher, J. W. Fisher, T. Darrell;
"**Incorporating object tracking feedback into background maintenance framework**," in * Proceedings of Ieee Workshop on Motion and Video Computing*,
2005.

Jason L. Williams, John W. Fisher III, Alan S. Willsky;
"**An approximate dynamic programming approach to a communication constrained sensor management problem**," in * Proc. Eighth International Conference of Information Fusion*,
2005.

Jason L. Williams, John W. Fisher III, 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*,
2005.

Jason L. Williams, John W. Fisher III, Alan S. Willsky;
"**An approximate dynamic programming approach for communication constrained inference**," in * Proc. IEEE Workshop on Statistical Signal Processing*,
2005.

L. Zollei, J. Fisher, William III Wells;
"**An introduction to statistical methods of medical image registration**," in * Mathematical Models in Computer Vision: The Handbook*,
2005.

#### 2004

E. R. Cosman, J. W. Fisher, W. M. Wells;
"**Exact MAP activity detection in fMRI using a GLM with an ising spatial prior**," in * Medical Image Computing and Computer-Assisted Intervention - MICCAI*,
2004.

John W. Fisher III, Trevor Darrell;
"**Speaker association with signal-level audiovisual fusion**," in * IEEE Transactions on Multimedia*,
2004.

Alexander T. Ihler, John W. Fisher III, Alan S. Willsky;
"**Nonparametric hypothesis tests for statistical dependency**," in * IEEE Transactions on Signal Processing*,
2004.

Alexander T. Ihler, John Fisher III, Randolph L. W. Moses, Alan Willsky;
"**Nonparametric belief propagation for sensor network self-calibration**," in * Proceedings of the 2004 Ieee International Conference on Acoustics, Speech and Signal Processing*,
2004.

Alexander T. Ihler, John W. Fisher, Randolph L. Moses, Alan S. Willsky;
"**Nonparametric belief propagation for self-calibration in sensor networks**," in * Information Processing in Sensor Networks*,
2004.

A. T. Ihler, J. W. Fisher III, A. S. Willsky;
"**Communication-constrained inference**," in * *,
2004.

A. T. Ihler, J. W. Fisher III, A. S. Willsky;
"**Message errors in belief propagation**," in * Neural Information Processing Systems*,
2004.

Junmo Kim, John W. Fisher III, A. T. Tsai, C. Wible, A. S. Willsky, W.Wells III;
"**Incorporating spatial priors into an information theoretic approach for *f*MRI data analysis**," in * IEEE Transactions on Medical Imaging*,
2004.

L. Taycher, J. W. Fisher, T. Darrell;
"**Combining simple models to approximate complex dynamics**," in * Proceedings of the Ieee Workshop on Statistical Methods in Video Processing*,
2004.

Lilla Zollei, John W. Fisher III, William M. Wells III;
"**A unified statistical and information theoretic framework image registration**," in * *,
2004.

#### 2003

Emre Ertin, John W. Fisher III, Lee C. Potter;
"**Maximum mutual information principle for dynamic sensor query problems**," in * Proceedings of the 2nd International Workshop on Information Processing in Sensor Networks*,
2003.

A. Fan, W. M. Wells III, J. W. Fisher III, M. Cetin, S. Haker, R. Mulkern, C. Tempany, A. S. Willsky;
"**A unified variational approach to denoising and bias correction in mr**," in * Proceedings of 18th International Conference on Information Processing in Medical Imaging*,
2003.

John W. Fisher III, Trevor Darrell;
"**Learning cross-modal appearance models with application to tracking**," in * Proceedings of the 2003 Ieee International Conference on Multimedia and Exposition*,
2003.

Alexander T. Ihler, John W. Fisher, Alan S. Willsky;
"**Hypothesis testing of factorizations for data association**," in * Information Processing in Sensor Networks*,
2003.

Andrew J. Kim, John W. Fisher III, Alan S. Willsky;
"**Detection and analysis of anisotropic scattering in sar data**," in * Multidimensional Systems and Signal Processing*,
2003.

Junmo Kim, John W. Fisher III, Anthony Yezzi Jr., Mujdat Cetin, Alan S. Willsky;
"**Incorporating complex statistical information in active contour-based image segmentation**," in * IEEE International Conference on Image Processing*,
2003.

Erik G. Learned-Miller, John W. Fisher III;
"**ICA using spacings estimates of entropy**," in * Journal of Machine Learning Research, Special Issue on Independent Components Analysis*,
2003.

Erik G. Learned-Miller, John W. Fisher III;
"**ICA using spacings estimates of entropy**," in * Fourth International Symposium on Independent Component Analysis and Blind Signal Separation*,
2003.

Erik G. Learned-Miller, John W. Fisher III;
"**Independent components analysis by direct entropy minimization**," in * *,
2003.

Michael Siracusa, Louis-Philippe Morency, Kevin Wilson, John Fisher, Trevor Darrell;
"**A multi-modal approach for determining speaker location and focus**," in * Proceedings of the International Conference on Multi-Modal Interfaces*,
2003.

Lilla Zollei, John W. Fisher III, W. M. Wells III;
"**A unified statistical and information theoretic framework for multi-modal image registration**," in * Proceedings of 18th International Conference on Information Processing in Medical Imaging*,
2003.

#### 2002

Junmo Kim, John W. Fisher III, Anthony Yezzi Jr., Mujdat Cetin, Alan S. Willsky;
"**Nonparametric methods for image segmentation using information theory and curve evolution**," in * IEEE International Conference on Image Processing*,
2002.

John W. Fisher III, Martin J. Wainwright, Erik B. Sudderth, Alan S. Willsky;
"**Statistical and information-theoretic methods for self-organization and fusion of multimodal, networked sensors**," in * International Journal of High Performance Computing Applications*,
2002.

Dmitry Malioutov, Mujdat Cetin, John W. Fisher III, Alan S. Willsky;
"**Super-resolution source localization through data-adaptive regularization**," in * IEEE Sensor Array and Multichannel Signal Processing Workshop*,
2002.

Gregory Shakhnarovich, John W. Fisher III, Trevor Darrell;
"**Face recognition from long-term observations**," in * 7th European Conference on Computer Vision*,
2002.

John W. Fisher III, Trevor Darrell;
"**Probabalistic models and informative subspaces for audiovisual correspondence**," in * 7th European Conference on Computer Vision*,
2002.

Dmitry Malioutov, Mujdat Cetin, John W. Fisher III, Alan S. Willsky;
"**Super-resolution source localization through data-adaptive regularization**," in * Proceedings of the Adaptive Sensor Array Processing Workshop*,
2002.

John A. Richards, Alan Willsky, John W. Fisher III;
"**An expectation-maximization approach to target model generation from multiple sar images**," in * Optical Engineering*,
2002.

John W. Fisher III, Trevor Darrell;
"**Informative subspaces for audio-visual processing:High-level function from low-level fusion**," in * Proceedings of Icassp*,
2002.

John W. Fisher III, Trevor Darrell;
"**Information-theoretic fusion for multimodal interfaces**," in * Multimodal Interface for Human-Machine Communication*,
2002.

Leonid Taycher, John W. Fisher III, Trevor Darrell;
"**Recovering articulated model topology from observed motion**," in * Proceedings of the Ieee Workshop on Statistical Methods in Video Processing*,
2002.

Leonid Taycher, John W. Fisher III, Trevor Darrell;
"**Recovering articulated model topology from observed rigid motion**," in * Advances in Neural Information Processing Systems 15*,
2002.

#### 2001

John W. Fisher III, Eric Cosman, C. Wible, W.Wells III;
"**Adaptive entropy rates for *f*MRI data analysis**," in * Fourth International Conference on Medical Image Computing and Computer-Assisted Intervention*,
2001.

Alexander T. Ihler, John W. Fisher III, Alan Willsky;
"**Nonparametric estimators for online signature authentication**," in * Proceedings of the 2001 Ieee International Conference on Acoustics, Speech and Signal Processing*,
2001.

John W. Fisher III, Trevor Darrell;
"**Signal-level audio-video fusion using information theory**," in * Proceedings of the Perceptual User Interfaces Workshop*,
2001.

#### 2000

Trevor Darrell, John Fisher, Paul Viola, Freeman Bill;
"**Audio-visual segmentation and the cocktail party effect**," in * Proceedings of the International Conference on Multimodal Interfaces*,
2000.

Junmo Kim, John W. Fisher III, A. T. Tsai, C. Wible, A. S. Willsky, W.Wells III;
"**Incorporating spatial priors into an information theoretic approach for *f*MRI data analysis**," in * Third International Conference on Medical Image Computing and Computer-Assisted Intervention*,
2000.

J. Principe, D. Xu, Q. Zhao, J. Fisher;
"**Learning from examples with information theoretic criteria**," in * Journal of VLSI Signal Proc. Systems, Special Issue on Neural Networks*,
2000.

John W. Fisher III;
"**Nonparametric sensor fusion: An information theoretic learning approach**," in * Proceedings of the Learning Workshop*,
2000.

Andrew J. Kim, Sinan Dogan, John W. Fisher III, Randolph L. Moses, Alan S. Willsky;
"**Attributing scatterer anisotropy for model-based atr**," in * Proc. SPIE, Algorithms for Synthetic Aperture Radar Imagery Vii*,
2000.

John A. Richards, John W. Fisher III, Alan S. Willsky;
"**Expectation-maximization approach to target model generation from multiple sar images**," in * Proc. SPIE, Algorithms for Synthetic Aperture Radar Imagery Vii*,
2000.

John W. Fisher III, Trevor Darrell, William T. Freeman, Paul. Viola;
"**Learning joint statistical models for audio-visual fusion and segregation**," in * Advances in Neural Information Processing Systems 13*,
2000.

Jose C. Principe, John W. Fisher III, Dongxin Xu;
"**Information theoretic learning**," in * Unsupervised Adaptive Filtering*,
2000.

#### 1999

John W. Fisher III, Alan S. Willsky;
"**Information theoretic feature extraction for atr**," in * Proceedings of 34th Asilomar Conference on Signals, Systems, and Computers*,
1999.

John W. Fisher III, Alan S. Willsky;
"**Information theoretic feature extraction for atr (invited paper)**," in * Proceedings of 34th Asilomar Conference on Signals, Systems, and Computers*,
1999.

A. T. Tsai, J. W. Fisher III, C. Wible, W. III Wells, J. Kim, A. S. Willsky;
"**Analysis of functional mri data using mutual information**," in * Second International Conference on Medical Image Computing and Computer-Assisted Intervention*,
1999.

John W. Fisher III, Alex T. Ihler, Paul A. Viola;
"**Learning informative statistics: A nonparametric approach**," in * Advances in Neural Information Processing Systems 12*,
1999.

Andrew J. Kim, John W. Fisher III, Alan S. Willsky, Paul Viola;
"**Nonparametric estimation of aspect dependence for atr**," in * Proc. SPIE, Algorithms for Synthetic Aperture Radar Imagery Vi*,
1999.

John A. Richards, John W. Fisher III, Alan S. Willsky;
"**Target model generation from multiple sar images**," in * Proc. SPIE, Algorithms for Synthetic Aperture Radar Imagery Vi*,
1999.