A nonlinear extension of the MACE filter. - John W. Fisher III; José Carlos Príncipe (Neural Networks, 1995)

A novel measure for independent component analysis (ICA). - Dongxin Xu; José C. Príncipe; John W. Fisher III; Hsiao-Chun Wu (ICASSP, 1998)

Target discrimination in synthetic aperture radar using artificial neural networks. - José Carlos Príncipe; Munchurl Kim; John W. Fisher III (IEEE Trans. Image Process., 1998)

Analysis of Functional MRI Data Using Mutual Information. - Andy Tsai; John W. Fisher III; Cindy Wible; William M. Wells III; Junmo Kim 004; Alan S. Willsky (MICCAI, 1999)

Learning Informative Statistics: A Nonparametnic Approach. - John W. Fisher III; Alexander T. Ihler; Paul A. Viola (NIPS, 1999)

Ausio-visual Segmentation and "The Cocktail Party Effect". - Trevor Darrell; John W. Fisher III; Paul A. Viola; William T. Freeman (ICMI, 2000)

Incorporating Spatial Priors into an Information Theoretic Approach for fMRI Data Analysis. - Junmo Kim 004; John W. Fisher III; Andy Tsai; Cindy Wible; Alan S. Willsky; William M. Wells III (MICCAI, 2000)

Learning Joint Statistical Models for Audio-Visual Fusion and Segregation. - John W. Fisher III; Trevor Darrell; William T. Freeman; Paul A. Viola (NIPS, 2000)

Learning from Examples with Information Theoretic Criteria. - José C. Príncipe; Dongxin Xu; Qun Zhao; John W. Fisher III (J. VLSI Signal Process., 2000)

Nonparametric estimators for online signature authentication. - Alexander T. Ihler; John W. Fisher III; Alan S. Willsky (ICASSP, 2001)

Adaptive Entropy Rates for f MRI Time-Series Analysis. - John W. Fisher III; Eric R. Cosman Jr.; Cindy Wible; William M. Wells III (MICCAI, 2001)

Signal level fusion for multimodal perceptual user interface. - John W. Fisher III; Trevor Darrell (PUI, 2001)

Probabalistic Models and Informative Subspaces for Audiovisual Correspondence. - John W. Fisher III; Trevor Darrell (ECCV (3), 2002)

Face Recognition from Long-Term Observations. - Gregory Shakhnarovich; John W. Fisher III; Trevor Darrell (ECCV (3), 2002)

Informative subspaces for audio-visual processing: High-level function from low-level fusion. - John W. Fisher III; Trevor Darrell (ICASSP, 2002)

Nonparametric methods for image segmentation using information theory and curve evolution. - Junmo Kim 004; John W. Fisher III; Anthony J. Yezzi Jr.; Müjdat Çetin; Alan S. Willsky (ICIP (3), 2002)

Recovering Articulated Model Topology from Observed Rigid Motion. - Leonid Taycher; John W. Fisher III; Trevor Darrell (NIPS, 2002)

Statistical and Information-Theoretic Methods for Self-Organization and Fusion of Multimodal, Networked Sensors. - John W. Fisher III; Martin J. Wainwright; Erik B. Sudderth; Alan S. Willsky (Int. J. High Perform. Comput. Appl., 2002)

Incorporating complex statistical information in active contour-based image segmentation. - Junmo Kim 004; John W. Fisher III; Müjdat Çetin; Anthony J. Yezzi; Alan S. Willsky (ICIP (2), 2003)

Learning cross-modal appearance models with application to tracking. - John W. Fisher III; Trevor Darrell (ICME, 2003)

A multi-modal approach for determining speaker location and focus. - Michael Siracusa; Louis-Philippe Morency; Kevin W. Wilson; John W. Fisher III; Trevor Darrell (ICMI, 2003)

A Unified Variational Approach to Denoising and Bias Correction in MR. - Ayres C. Fan; William M. Wells III; John W. Fisher III; Müjdat Çetin; Steven Haker; Robert V. Mulkern; Clare M. Tempany; Alan S. Willsky (IPMI, 2003)

A Unified Statistical and Information Theoretic Framework for Multi-modal Image Registration. - Lilla Zöllei; John W. Fisher III; William M. Wells III (IPMI, 2003)

Maximum Mutual Information Principle for Dynamic Sensor Query Problems. - Emre Ertin; John W. Fisher III; Lee C. Potter (IPSN, 2003)

Hypothesis Testing over Factorizations for Data Association. - Alexander T. Ihler; John W. Fisher III; Alan S. Willsky (IPSN, 2003)

ICA Using Spacings Estimates of Entropy. - Erik G. Learned-Miller; John W. Fisher III (J. Mach. Learn. Res., 2003)

Detection and Analysis of Anisotropic Scattering in SAR Data. - Andrew J. Kim; John W. Fisher III; Alan S. Willsky (Multidimens. Syst. Signal Process., 2003)

Combining Simple Models to Approximate Complex Dynamics. - Leonid Taycher; John W. Fisher III; Trevor Darrell (ECCV Workshop SMVP, 2004)

Nonparametric belief propagation for sensor self-calibration. - Alexander T. Ihler; John W. Fisher III; Randolph L. Moses; Alan S. Willsky (ICASSP (3), 2004)

Nonparametric belief propagation for self-calibration in sensor networks. - Alexander T. Ihler; John W. Fisher III; Randolph L. Moses; Alan S. Willsky (IPSN, 2004)

Exact MAP Activity Detection in f MRI Using a GLM with an Ising Spatial Prior. - Eric R. Cosman Jr.; John W. Fisher III; William M. Wells III (MICCAI (2), 2004)

Message Errors in Belief Propagation. - Alexander T. Ihler; John W. Fisher III; Alan S. Willsky (NIPS, 2004)

Speaker association with signal-level audiovisual fusion. - John W. Fisher III; Trevor Darrell (IEEE Trans. Multim., 2004)

Nonparametric hypothesis tests for statistical dependency. - Alexander T. Ihler; John W. Fisher III; Alan S. Willsky (IEEE Trans. Signal Process., 2004)

Shape Based Segmentation of Anatomical Structures in Magnetic Resonance Images. - Kilian M. Pohl; John W. Fisher III; Ron Kikinis; W. Eric L. Grimson; William M. Wells III (CVBIA, 2005)

Estimating dependency and significance for high-dimensional data. - Michael Siracusa; Kinh Tieu; Alexander T. Ihler; John W. Fisher III; Alan S. Willsky (ICASSP (5), 2005)

Optimization approaches to dynamic routing of measurements and models in a sensor network object tracking problem. - Jason L. Williams; John W. Fisher III; Alan S. Willsky (ICASSP (5), 2005)

A Unifying Approach to Registration, Segmentation, and Intensity Correction. - Kilian M. Pohl; John W. Fisher III; James J. Levitt; Martha Elizabeth Shenton; Ron Kikinis; W. Eric L. Grimson; William M. Wells III (MICCAI, 2005)

Incorporating Object Tracking Feedback into Background Maintenance Framework. - Leonid Taycher; John W. Fisher III; Trevor Darrell (WACV/MOTION, 2005)

Loopy Belief Propagation: Convergence and Effects of Message Errors. - Alexander T. Ihler; John W. Fisher III; Alan S. Willsky (J. Mach. Learn. Res., 2005)

Nonparametric belief propagation for self-localization of sensor networks. - Alexander T. Ihler; John W. Fisher III; Randolph L. Moses; Alan S. Willsky (IEEE J. Sel. Areas Commun., 2005)

A Nonparametric Statistical Method for Image Segmentation Using Information Theory and Curve Evolution. - Junmo Kim 004; John W. Fisher III; Anthony J. Yezzi; Müjdat Çetin; Alan S. Willsky (IEEE Trans. Image Process., 2005)

Importance sampling actor-critic algorithms. - Jason L. Williams; John W. Fisher III; Alan S. Willsky (ACC, 2006)

Detection and Localization of Material Releases with Sparse Sensor Configurations. - Emily B. Fox; Jason L. Williams; John W. Fisher III; Alan S. Willsky (ICASSP (4), 2006)

Logarithm Odds Maps for Shape Representation. - Kilian M. Pohl; John W. Fisher III; Martha Elizabeth Shenton; Robert W. McCarley; W. Eric L. Grimson; Ron Kikinis; William M. Wells III (MICCAI (2), 2006)

A Bayesian model for joint segmentation and registration. - Kilian M. Pohl; John W. Fisher III; W. Eric L. Grimson; Ron Kikinis; William M. Wells III (NeuroImage, 2006)

Distributed fusion in sensor networks. - Müjdat Çetin; Lei Chen; John W. Fisher III; Alexander T. Ihler; Randolph L. Moses; Martin J. Wainwright; Alan S. Willsky (IEEE Signal Process. Mag., 2006)

Dynamic Dependency Tests for Audio-Visual Speaker Association. - Michael Siracusa; John W. Fisher III (ICASSP (2), 2007)

Performance Guarantees for Information Theoretic Sensor Resource Management. - Jason L. Williams; John W. Fisher III; Alan S. Willsky (ICASSP (3), 2007)

Detecting Cortical Surface Regions in Structural MR Data. - Biswajit Bose; John W. Fisher III; Bruce Fischl; Oliver Hinds; Eric Grimson (ICCV, 2007)

MCMC Curve Sampling for Image Segmentation. - Ayres C. Fan; John W. Fisher III; William M. Wells III; James J. Levitt; Alan S. Willsky (MICCAI (2), 2007)

Combining object and feature dynamics in probabilistic tracking. - Leonid Taycher; John W. Fisher III; Trevor Darrell (Comput. Vis. Image Underst., 2007)

Dynamic Factorization Tests: Applications to Multi-modal Data Association. - Michael Siracusa; John W. Fisher III (AISTATS, 2007)

Performance Guarantees for Information Theoretic Active Inference. - Jason L. Williams; John W. Fisher III; Alan S. Willsky (AISTATS, 2007)

Using the logarithm of odds to define a vector space on probabilistic atlases. - Kilian M. Pohl; John W. Fisher III; Sylvain Bouix; Martha Elizabeth Shenton; Robert W. McCarley; W. Eric L. Grimson; Ron Kikinis; William M. Wells III (Medical Image Anal., 2007)

Detection and Localization of Material Releases With Sparse Sensor Configurations. - Emily B. Fox; John W. Fisher III; Alan S. Willsky (IEEE Trans. Signal Process., 2007)

Approximate Dynamic Programming for Communication-Constrained Sensor Network Management. - Jason L. Williams; John W. Fisher III (IEEE Trans. Signal Process., 2007)

Interaction analysis using switching structured autoregressive models. - Michael R. Siracusa; John W. Fisher III (ACSCC, 2008)

MCMC curve sampling and geometric conditional simulation. - Ayres C. Fan; John W. Fisher III; Jonathan Kane; Alan S. Willsky (Computational Imaging, 2008)

Learning max-weight discriminative forests. - Vincent Y. F. Tan; John W. Fisher III; Alan S. Willsky (ICASSP, 2008)

Sparse Representation in Structured Dictionaries With Application to Synthetic Aperture Radar. - Kush R. Varshney; Müjdat Çetin; John W. Fisher III; Alan S. Willsky (IEEE Trans. Signal Process., 2008)

Learning visual flows: A Lie algebraic approach. - Dahua Lin; W. Eric L. Grimson; John W. Fisher III (CVPR, 2009)

Automatic registration of LIDAR and optical images of urban scenes. - Andrew Mastin; Jeremy Kepner; John W. Fisher III (CVPR, 2009)

Analysis of orientation and scale in smoothly varying textures. - Jason Chang 001; John W. Fisher III (ICCV, 2009)

Tractable Bayesian Inference of Time-Series Dependence Structure. - Michael Siracusa; John W. Fisher III (AISTATS, 2009)

Modeling and estimating persistent motion with geometric flows. - Dahua Lin; Eric Grimson; John W. Fisher III (CVPR, 2010)

Construction of Dependent Dirichlet Processes based on Poisson Processes. - Dahua Lin; Eric Grimson; John W. Fisher III (NIPS, 2010)

Learning graphical models for hypothesis testing and classification. - Vincent Y. F. Tan; Sujay Sanghavi; John W. Fisher III; Alan S. Willsky (IEEE Trans. Signal Process., 2010)

Efficient MCMC sampling with implicit shape representations. - Jason Chang 001; John W. Fisher III (CVPR, 2011)

Manifold guided composite of Markov random fields for image modeling. - Dahua Lin; John W. Fisher III (CVPR, 2012)

Low level vision via switchable Markov random fields. - Dahua Lin; John W. Fisher III (CVPR, 2012)

Learning Deformations with Parallel Transport. - Donglai Wei 001; Dahua Lin; John W. Fisher III (ECCV (2), 2012)

Efficient topology-controlled sampling of implicit shapes. - Jason Chang 001; John W. Fisher III (ICIP, 2012)

Coupling Nonparametric Mixtures via Latent Dirichlet Processes. - Dahua Lin; John W. Fisher III (NIPS, 2012)

Theoretical guarantees on penalized information gathering. - Georgios Papachristoudis; John W. Fisher III (SSP, 2012)

Efficient Sampling from Combinatorial Space via Bridging. - Dahua Lin; John W. Fisher III (AISTATS, 2012)

A Video Representation Using Temporal Superpixels. - Jason Chang 001; Donglai Wei 001; John W. Fisher III (CVPR, 2013)

Topology-Constrained Layered Tracking with Latent Flow. - Jason Chang 001; John W. Fisher III (ICCV, 2013)

Parallel Sampling of DP Mixture Models using Sub-Cluster Splits. - Jason Chang 001; John W. Fisher III (NIPS, 2013)

Bayesian Switching Interaction Analysis Under Uncertainty. - Zoran Dzunic; John W. Fisher III (AISTATS, 2014)

Aerial Reconstructions via Probabilistic Data Fusion. - Randi Cabezas; Oren Freifeld; Guy Rosman; John W. Fisher III (CVPR, 2014)

A Mixture of Manhattan Frames: Beyond the Manhattan World. - Julian Straub; Guy Rosman; Oren Freifeld; John J. Leonard; John W. Fisher III (CVPR, 2014)

Bayesian Nonparametric Intrinsic Image Decomposition. - Jason Chang 001; Randi Cabezas; John W. Fisher III (ECCV (4), 2014)

On the Link between Gaussian Homotopy Continuation and Convex Envelopes. - Hossein Mobahi; John W. Fisher III (EMMCVPR, 2014)

Coarse-to-Fine Minimization of Some Common Nonconvexities. - Hossein Mobahi; John W. Fisher III (EMMCVPR, 2014)

Bayesian nonparametric modeling of driver behavior. - Julian Straub; Sue Zheng; John W. Fisher III (Intelligent Vehicles Symposium, 2014)

Parallel Sampling of HDPs using Sub-Cluster Splits. - Jason Chang 001; John W. Fisher III (NIPS, 2014)

Coresets for k-Segmentation of Streaming Data. - Guy Rosman; Mikhail Volkov 002; Dan Feldman; John W. Fisher III; Daniela Rus (NIPS, 2014)

A Theoretical Analysis of Optimization by Gaussian Continuation. - Hossein Mobahi; John W. Fisher III (AAAI, 2015)

A Dirichlet Process Mixture Model for Spherical Data. - Julian Straub; Jason Chang 001; Oren Freifeld; John W. Fisher III (AISTATS, 2015)

Small-variance nonparametric clustering on the hypersphere. - Julian Straub; Trevor Campbell; Jonathan P. How; John W. Fisher III (CVPR, 2015)

Boosting crowdsourcing with expert labels: Local vs. global effects. - Qiang Liu 001; Alexander Ihler; John W. Fisher III (FUSION, 2015)

Efficient information planning in Gaussian MRFs. - Georgios Papachristoudis; John W. Fisher III (FUSION, 2015)

On the complexity of information planning in Gaussian models. - Georgios Papachristoudis; John W. Fisher III (ICASSP, 2015)

Semantically-Aware Aerial Reconstruction from Multi-modal Data. - Randi Cabezas; Julian Straub; John W. Fisher III (ICCV, 2015)

Highly-Expressive Spaces of Well-Behaved Transformations: Keeping it Simple. - Oren Freifeld; Søren Hauberg; Kayhan N. Batmanghelich; John W. Fisher III (ICCV, 2015)

A fast method for inferring high-quality simply-connected superpixels. - Oren Freifeld; Yixin Li; John W. Fisher III (ICIP, 2015)

Adaptive Belief Propagation. - Georgios Papachristoudis; John W. Fisher III (ICML, 2015)

Coresets for visual summarization with applications to loop closure. - Mikhail Volkov 002; Guy Rosman; Dan Feldman; John W. Fisher III; Daniela Rus (ICRA, 2015)

Real-time manhattan world rotation estimation in 3D. - Julian Straub; Nishchal Bhandari; John J. Leonard; John W. Fisher III (IROS, 2015)

Streaming, Distributed Variational Inference for Bayesian Nonparametrics. - Trevor Campbell; Julian Straub; John W. Fisher III; Jonathan P. How (NIPS, 2015)

Probabilistic Variational Bounds for Graphical Models. - Qiang Liu 001; John W. Fisher III; Alexander Ihler (NIPS, 2015)

Estimating the Partition Function by Discriminance Sampling. - Qiang Liu 001; Jian Peng 001; Alexander Ihler; John W. Fisher III (UAI, 2015)

Dreaming More Data: Class-dependent Distributions over Diffeomorphisms for Learned Data Augmentation. - Søren Hauberg; Oren Freifeld; Anders Boesen Lindbo Larsen; John W. Fisher III; Lars Kai Hansen (AISTATS, 2016)

Efficient Observation Selection in Probabilistic Graphical Models Using Bayesian Lower Bounds. - Dilin Wang; John W. Fisher III; Qiang Liu 001 (UAI, 2016)

Efficient Globally Optimal Point Cloud Alignment using Bayesian Nonparametric Mixtures. - Julian Straub; Trevor Campbell; Jonathan P. How; John W. Fisher III (CoRR, 2016)

On the Role of Representations for Reasoning in Large-Scale Urban Scenes. - Randi Cabezas; Maros Blaha; Sue Zheng; Guy Rosman; Konrad Schindler; John W. Fisher III (CVPR Workshops, 2017)

Efficient Global Point Cloud Alignment Using Bayesian Nonparametric Mixtures. - Julian Straub; Trevor Campbell; Jonathan P. How; John W. Fisher III (CVPR, 2017)

A Nonparametric Model for Multimodal Collaborative Activities Summarization. - Guy Rosman; John W. Fisher III; Daniela Rus (CoRR, 2017)

Direction-Aware Semi-Dense SLAM. - Julian Straub; Randi Cabezas; John J. Leonard; John W. Fisher III (CoRR, 2017)

Transformations Based on Continuous Piecewise-Affine Velocity Fields. - Oren Freifeld; Søren Hauberg; Kayhan Batmanghelich; John W. Fisher III (IEEE Trans. Pattern Anal. Mach. Intell., 2017)

A Robust Approach to Sequential Information Theoretic Planning. - Sue Zheng; Jason Pacheco; John W. Fisher III (ICML, 2018)

Task-Specific Sensor Planning for Robotic Assembly Tasks. - Guy Rosman; Changhyun Choi; Mehmet Remzi Dogar; John W. Fisher III; Daniela Rus (ICRA, 2018)

Information Planning for Text Data. - Vadim Smolyakov; John W. Fisher III (CoRR, 2018)

The Manhattan Frame Model - Manhattan World Inference in the Space of Surface Normals. - Julian Straub; Oren Freifeld; Guy Rosman; John J. Leonard; John W. Fisher III (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Information-Driven Adaptive Structured-Light Scanners. - Guy Rosman; Daniela Rus; John W. Fisher III (IEEE Trans. Computational Imaging, 2018)

Variational Information Planning for Sequential Decision Making. - Jason Pacheco; John W. Fisher III (AISTATS, 2019)

Distributed MCMC Inference in Dirichlet Process Mixture Models Using Julia. - Or Dinari; Angel Yu; Oren Freifeld; John W. Fisher III (CCGRID, 2019)

Nonparametric Object and Parts Modeling With Lie Group Dynamics. - David S. Hayden; Jason Pacheco; John W. Fisher III (CVPR, 2020)

Belief-Dependent Macro-Action Discovery in POMDPs using the Value of Information. - Genevieve Flaspohler; Nicholas Roy; John W. Fisher III (NeurIPS, 2020)

Sequential Bayesian Experimental Design with Variable Cost Structure. - Sue Zheng; David S. Hayden; Jason Pacheco; John W. Fisher III (NeurIPS, 2020)

Efficient Data Association and Uncertainty Quantification for Multi-Object Tracking. - David S. Hayden; Sue Zheng; John W. Fisher III (CoRR, 2020)

Lightweight Data Fusion with Conjugate Mappings. - Christopher L. Dean; Stephen J. Lee; Jason Pacheco; John W. Fisher III (CoRR, 2020)

CPU- and GPU-based Distributed Sampling in Dirichlet Process Mixtures for Large-scale Analysis. - Or Dinari; Raz Zamir; John W. Fisher III; Oren Freifeld (CoRR, 2022)

Robotic Planning under Uncertainty in Spatiotemporal Environments in Expeditionary Science. - Victoria Preston; Genevieve Flaspohler; Anna P. M. Michel; John W. Fisher III; Nicholas Roy (CoRR, 2022)

PHORTEX: Physically-Informed Operational Robotic Trajectories for Scientific Expeditions. - Victoria Preston; Genevieve Flaspohler; John W. Fisher III; Anna P. M. Michel; Nicholas Roy (Field Robotics, 2024)