Closed-Form Jensen-Renyi Divergence for Mixture of Gaussians and Applications to Group-Wise Shape Registration

No abstract is available for this paper.

• Publication year

  2009

• Venue

  International Conference on Medical Image Computing and Computer-Assisted Intervention

• Publication date

  2009-10-02

• Fields of study

  Mathematics, Computer Science, Medicine

• Identifiers
  DOI 10.1007/978-3-642-04268-3_80PMID 20426043PMCID PMC2921653
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

• Deformable Density Matching for 3D Non-rigid Registration of Shapes

  2007cited by this paper
• Medical Image Computing and Computer-Assisted Intervention – MICCAI 2007

  2007cited by this paper
• Characterizing Spatio-temporal Patterns for Disease Discrimination in Cardiac Echo Videos

  2007cited by this paper
• Groupwise point pattern registration using a novel CDF-based Jensen-Shannon Divergence

  2006cited by this paper
• Simultaneous Nonrigid Registration of Multiple Point Sets and Atlas Construction

  2006cited by this paper
• Fluid registration of medical images using Jensen-Renyi divergence reveals 3D profile of brain atrophy in HIV/AIDS

  2006cited by this paper
• A robust algorithm for point set registration using mixture of Gaussians

  2005cited by this paper
• Diffeomorphic matching of distributions: a new approach for unlabelled point-sets and sub-manifolds matching

  2004cited by this paper
• Information-theoretic matching of two point sets

  2002cited by this paper
• Statistical Physics, Mixtures of Distributions, and the EM Algorithm

  1994influential reference

• Semantic Self-Distillation for Language Model Uncertainty

  2026cites this paper
• Socially Aware Robot Crowd Navigation via Online Uncertainty-Driven Risk Adaptation

  2025cites this paper
• How to Adapt Control Barrier Functionsƒ A Learning-Based Approach with Applications to a VTOL Quadplane

  2025cites this paper
• Uncertainty-aware Latent Safety Filters for Avoiding Out-of-Distribution Failures

  2025cites this paper
• Learning to Refine Input Constrained Control Barrier Functions via Uncertainty-Aware Online Parameter Adaptation

  2024cites this paper
• Bridging Active Exploration and Uncertainty-Aware Deployment Using Probabilistic Ensemble Neural Network Dynamics

  2023cites this paper
• Kernel density estimation for multiclass quantification

  2023cites this paper
• Safe Navigation in Unstructured Environments by Minimizing Uncertainty in Control and Perception

  2023cites this paper
• Summary statistics and discrepancy measures for ABC via surrogate posteriors

  2022cites this paper
• Summary statistics and discrepancy measures for approximate Bayesian computation via surrogate posteriors

  2022cites this paper
• Non-Rigid Multiple Point Set Registration Using Latent Gaussian Mixture

  2022cites this paper
• Likeness-Based dissimilarity measures for Gaussian Mixture Reduction and Data Fusion

  2021cites this paper
• Shape from semantic segmentation via the geometric Rényi divergence

  2021influential citation
• Approximate Bayesian computation with surrogate posteriors

  2021cites this paper
• An orbit determination method of spacecraft based on distribution regression

  2021cites this paper
• Some Statistic and Information-theoretic Results On Arithmetic Average Fusion

  2021cites this paper
• Schoenberg-Rao distances: Entropy-based and geometry-aware statistical Hilbert distances

  2020cites this paper
• Adaptive and Efficient Mixture-Based Representation for Range Data

  2020cites this paper
• Smart Cities and Organizing the Drones’ Applications in Urban Areas: N.E.ST (Networking, Efficient, Strategies)

  2020cites this paper
• Renyi divergence and non-deterministic subsampling in Rigid Image Registration

  2019cites this paper
• The statistical Minkowski distances: Closed-form formula for Gaussian Mixture Models

  2019cites this paper
• Automatic Extrinsic Self-Calibration of Mobile Mapping Systems Based on Geometric 3D Features

  2019cites this paper
• On the Jensen–Shannon Symmetrization of Distances Relying on Abstract Means

  2019cites this paper
• Calibration of a Rotating or Revolving Platform with a LiDAR Sensor

  2019cites this paper
• Model-Based Active Exploration

  2018cites this paper
• EARNING A WARENESS M ODELS

  2018cites this paper
• Learning Awareness Models

  2018cites this paper
• GPdoemd: A Python package for design of experiments for model discrimination

  2018cites this paper
• Deformable Image Registration for Surgical Guidance using Intraoperative Cone-Beam CT

  2017cites this paper
• Enregistrement d'Image Déformable en Groupe pour l'Estimation de Mouvement en Imagerie Médicale en 4D

  2017cites this paper
• Deformable Group-wise Image Registration for Motion Estimation in 4D Medical Imaging

  2017cites this paper
• Guaranteed Bounds on the Kullback–Leibler Divergence of Univariate Mixtures

  2016cites this paper
• Scalable, Flexible and Active Learning on Distributions

  2016influential citation
• Robust group-wise rigid registration of point sets using t-mixture model

  2016cites this paper
• Consistent Vector-valued Regression on Probability Measures

  2015cites this paper
• A Simple and Consistent Technique for Vector-valued Distribution Regression

  2015cites this paper
• Regression on Probability Measures: A Simple and Consistent Algorithm

  2015cites this paper
• Learning Theory for Vector-Valued Distribution Regression

  2015cites this paper
• Vector-valued Distribution Regression - Keep It Simple and Consistent

  2015cites this paper
• Consistent Vector-valued Distribution Regression

  2015cites this paper
• Proposal : Scalable , Active and Flexible Learning on Distributions

  2015cites this paper
• Vector-valued distribution regression: a simple and consistent approach

  2014cites this paper
• Learning Theory for Distribution Regression

  2014cites this paper
• Two-stage sampled learning theory on distributions

  2014cites this paper
• Deformable image registration for cone-beam CT guided transoral robotic base-of-tongue surgery

  2013cites this paper
• Méthodes de géométrie de l'information pour les modèles de mélange. (Information-geometric methods for mixture models)

  2013cites this paper
• Novel multimodality segmentation using level sets and Jensen-Rényi divergence.

  2013cites this paper
• Dealing with shadows: Capturing intrinsic scene appearance for image-based outdoor localisation

  2013cites this paper
• The Cauchy–Schwarz Divergence for Poisson Point Processes

  2013cites this paper
• Closed-form information-theoretic divergences for statistical mixtures

  2012influential citation
• Lost in translation (and rotation): Rapid extrinsic calibration for 2D and 3D LIDARs

  2012cites this paper
• Statistical Modeling of Shape and Motion of the Wrist Bones

  2011influential citation
• Robust point set registration using EM-ICP with information-theoretically optimal outlier handling

  2011cites this paper
• Tensor-based total bregman divergences between graphs

  2011cites this paper
• Jensen divergence based on Fisher’s information

  2010cites this paper
• Bypass information-theoretic shape similarity from non-rigid points-based alignment

  2010cites this paper
• Robust Point Set Registration Using EM-ICP with Information-Theoretically Optimal Outlier Handling Anonymous CVPR submission

  2010cites this paper
• Submitted to Ieee Transactions on Pattern Analysis and Machine Intelligence 1 Robust Point Set Registration Using Gaussian Mixture Models

  year unknowncites this paper
• Distances, divergences, statistical divergences and diversities

  year unknowncites this paper