### Publications (1999-Present)

#### 2021

Shijing Sun Sun, Armi Tiihonen, Felipe Oviedo, Zhe Lie, Janak Thapa, Yicheng Zhao, Noor Titan P. Hartono, Anuj Goyal, Thomas Heumueller, Clio Batali, Alex Encinas, Jason J. Yoo, Ruipeng Li, Zekun Ren, I. Marius Peters, Christoph J. Brabec, Moungi G. Bawendi, Vladan Stevanovic, John W. Fisher III, Tonio Buonassisi;
"**A data fusion approach to optimize compositional stability of halide perovskites**," in * Matter*,
2021.

#### 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.