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Covariance Tracking using Model Update Based on Lie Algebra

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/11744047_45openalex-snapshot
Region Covariance: A Fast Descriptor for Detection and Classification
inferredcites →https://doi.org/10.1007/978-3-662-05296-9_31openalex-snapshot
A Metric for Covariance Matrices
inferredcites →https://doi.org/10.1023/a:1008078328650openalex-snapshot
CONDENSATION—Conditional Density Propagation for Visual Tracking
inferredcites →https://doi.org/10.1093/oso/9780198596837.001.0001openalex-snapshot
Lie Groups
inferredcites →https://doi.org/10.1109/34.598236openalex-snapshot
Pfinder: real-time tracking of the human body
inferredcites →https://doi.org/10.1109/cvpr.1999.784636openalex-snapshot
A multiple hypothesis approach to figure tracking
inferredcites →https://doi.org/10.1109/cvpr.2000.854761openalex-snapshot
Real-time tracking of non-rigid objects using mean shift
inferredcites →https://doi.org/10.1109/cvpr.2000.854942openalex-snapshot
Adaptive Bayesian recognition in tracking rigid objects
inferredcites →https://doi.org/10.1109/cvpr.2003.1211342openalex-snapshot
Statistics of shape via principal geodesic analysis on Lie groups
inferredcites →https://doi.org/10.1109/cvpr.2004.1315098openalex-snapshot
Lie-algebraic averaging for globally consistent motion estimation
inferredcites →https://doi.org/10.1109/cvpr.2005.144openalex-snapshot
Ensemble Tracking
inferredcites →https://doi.org/10.1109/cvpr.2005.188openalex-snapshot
Integral histogram: a fast way to extract histograms in Cartesian spaces
inferredcites →https://doi.org/10.1109/icassp.2005.1415382openalex-snapshot
An Online Motion-Based Particle Filter for Head Tracking Applications
inferredcites →https://doi.org/10.1109/iccv.2005.226openalex-snapshot
Simultaneous multiple 3D motion estimation via mode finding on Lie groups
inferredcites →https://doi.org/10.1109/icme.2005.1521651openalex-snapshot
Multi-Kernel Object Tracking

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Relating Real Crowds with Virtual Crowds
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Re-identification by Covariance Descriptors
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ReDro: Efficiently Learning Large-Sized SPD Visual Representation
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Bidirectional Covariance Matrices: A Compact and Efficient Data Descriptor for Image Set Classification
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Texture Classification Using Rao’s Distance on the Space of Covariance Matrices
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From Covariance Matrices to Covariance Operators: Data Representation from Finite to Infinite-Dimensional Settings
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Regression on Lie Groups and Its Application to Affine Motion Tracking
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Jensen Bregman LogDet Divergence Optimal Filtering in the Manifold of Positive Definite Matrices
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Anomaly Detection and Activity Perception Using Covariance Descriptor for Trajectories
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Tracking Objects Using Orientation Covariance Matrices
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Simulation Based Algorithm for Tracking Multi-Moving Object Using Gaussian Filtering with Lucas-Kanade Approach
inferred← citeshttps://doi.org/10.1016/j.rcim.2009.07.004openalex-snapshot
Reliable people tracking approach for mobile robot in indoor environments
inferred← citeshttps://doi.org/10.1016/j.robot.2010.08.002openalex-snapshot
Target tracking for mobile robot platforms via object matching and background anti-matching
inferred← citeshttps://doi.org/10.1016/j.sigpro.2014.08.046openalex-snapshot
3D object tracking via image sets and depth-based occlusion detection
inferred← citeshttps://doi.org/10.1016/s1874-1029(11)60302-9openalex-snapshot
Kernel-based Target Tracking with Spatial Histogram and Template Drift Correction
inferred← citeshttps://doi.org/10.1049/ic.2011.0133openalex-snapshot
Iterative active querying for surveillance data retrieval in crime detection and forensics
inferred← citeshttps://doi.org/10.1049/iet-cvi.2011.0023openalex-snapshot
Curvelet transform-based technique for tracking of moving objects
inferred← citeshttps://doi.org/10.1049/iet-cvi.2014.0018openalex-snapshot
Log‐Euclidean bag of words for human action recognition
inferred← citeshttps://doi.org/10.1049/iet-cvi.2014.0163openalex-snapshot
Conjugate gradient algorithm for efficient covariance tracking with Jensen‐Bregman LogDet metric
inferred← citeshttps://doi.org/10.1049/iet-cvi.2015.0297openalex-snapshot
Multi‐object tracking using dominant sets
inferred← citeshttps://doi.org/10.1049/joe.2018.8328openalex-snapshot
Robust visual tracking via two‐stage binocular sparse learning
inferred← citeshttps://doi.org/10.1080/08839514.2010.514228openalex-snapshot
EAR RECOGNITION USING BI-ORTHOGONAL AND GABOR WAVELET-BASED REGION COVARIANCE MATRICES
inferred← citeshttps://doi.org/10.1088/1748-3190/aa5b48openalex-snapshot
Performance of an insect-inspired target tracker in natural conditions
inferred← citeshttps://doi.org/10.1109/3dtv.2007.4379440openalex-snapshot
An Architecture for Prototyping and Application Development of Visual Tracking Systems
inferred← citeshttps://doi.org/10.1109/access.2020.3033484openalex-snapshot
Robust Dictionary Learning and Sparse Coding With Riemannian Geometry Preserving Method in Symmetric Matrices Inner Product Space
inferred← citeshttps://doi.org/10.1109/access.2022.3170712openalex-snapshot
Dictionary Learning of Symmetric Positive Definite Data Based on Riemannian Manifold Tangent Spaces and Local Homeomorphism
inferred← citeshttps://doi.org/10.1109/avss.2008.20openalex-snapshot
A Fast Linear Registration Framework for Multi-camera GIS Coordination
inferred← citeshttps://doi.org/10.1109/avss.2009.19openalex-snapshot
Object Tracking via Multi-region Covariance and Particle Swarm Optimization
inferred← citeshttps://doi.org/10.1109/avss.2009.95openalex-snapshot
Regressed Importance Sampling on Manifolds for Efficient Object Tracking
inferred← citeshttps://doi.org/10.1109/avss.2010.20openalex-snapshot
Multi Camera-Based Person Tracking Using Region Covariance and Homography Constraint
inferred← citeshttps://doi.org/10.1109/avss.2010.41openalex-snapshot
Learning Directed Intention-driven Activities using Co-Clustering
inferred← citeshttps://doi.org/10.1109/avss.2012.52openalex-snapshot
Online Multiple Instance Joint Model for Visual Tracking
inferred← citeshttps://doi.org/10.1109/avss.2012.77openalex-snapshot
Towards Gesture-Based User Authentication
inferred← citeshttps://doi.org/10.1109/avss.2014.6918649openalex-snapshot
Representing visual appearance by video Brownian covariance descriptor for human action recognition
inferred← citeshttps://doi.org/10.1109/bigdata50022.2020.9378112openalex-snapshot
A Sensitivity Analysis (and Practitioners’ Guide to) of DeepSORT for Low Frame Rate Video
inferred← citeshttps://doi.org/10.1109/btas.2015.7358793openalex-snapshot
Robust face recognition based on saliency maps of sigma sets
inferred← citeshttps://doi.org/10.1109/ccpr.2009.5344069openalex-snapshot
Real-Time Visual Tracking via Incremental Covariance Model Update on Log-Euclidean Riemannian Manifold
inferred← citeshttps://doi.org/10.1109/cine.2016.20openalex-snapshot
Multimoving Human Sperm Tracking Using CGM-CS Approach and Comparative Analysis for Proper Diagnosis in Infertility
inferred← citeshttps://doi.org/10.1109/cine.2016.25openalex-snapshot
A Proposed Multithreading Fuzzy C-Mean Algorithm for Detecting Underwater Fishes
inferred← citeshttps://doi.org/10.1109/cisp.2010.5648015openalex-snapshot
Visual tracking using region covariance and geometric particle filtering
inferred← citeshttps://doi.org/10.1109/cisp.2015.7407847openalex-snapshot
Robust tracking and lost target re-acquisition in video sequences using a combined color-gradient orientations based particle filter and covariance matching
inferred← citeshttps://doi.org/10.1109/coase.2012.6386311openalex-snapshot
Modeling of traffic data characteristics by Dirichlet Process Mixtures
inferred← citeshttps://doi.org/10.1109/crv.2018.00053openalex-snapshot
Online Model Adaptation for UAV Tracking with Convolutional Neural Network
inferred← citeshttps://doi.org/10.1109/cvpr.2007.383197openalex-snapshot
Human Detection via Classification on Riemannian Manifolds
inferred← citeshttps://doi.org/10.1109/cvpr.2008.4587516openalex-snapshot
Visual tracking via incremental Log-Euclidean Riemannian subspace learning
inferred← citeshttps://doi.org/10.1109/cvpr.2008.4587519openalex-snapshot
A recursive filter for linear systems on Riemannian manifolds
inferred← citeshttps://doi.org/10.1109/cvpr.2008.4587544openalex-snapshot
Layered graphical models for tracking partially-occluded objects
inferred← citeshttps://doi.org/10.1109/cvpr.2009.5206506openalex-snapshot
Shape of Gaussians as feature descriptors
inferred← citeshttps://doi.org/10.1109/cvpr.2009.5206742openalex-snapshot
Sigma Set: A small second order statistical region descriptor
inferred← citeshttps://doi.org/10.1109/cvpr.2011.5995398openalex-snapshot
Object association across PTZ cameras using logistic MIL
inferred← citeshttps://doi.org/10.1109/cvpr.2011.5995421openalex-snapshot
Minimum error bounded efficient ℓ1 tracker with occlusion detection
inferred← citeshttps://doi.org/10.1109/cvpr.2011.5995723openalex-snapshot
Dirichlet process mixture models on symmetric positive definite matrices for appearance clustering in video surveillance applications
inferred← citeshttps://doi.org/10.1109/cvpr.2011.5995730openalex-snapshot
Robust tracking using local sparse appearance model and K-selection
inferred← citeshttps://doi.org/10.1109/cvpr.2012.6247881openalex-snapshot
Real time robust L1 tracker using accelerated proximal gradient approach
inferred← citeshttps://doi.org/10.1109/cvpr.2013.312openalex-snapshot
Online Object Tracking: A Benchmark
inferred← citeshttps://doi.org/10.1109/cvpr.2013.313openalex-snapshot
Learning Compact Binary Codes for Visual Tracking
inferred← citeshttps://doi.org/10.1109/cvpr.2014.533openalex-snapshot
Covariance Descriptors for 3D Shape Matching and Retrieval
inferred← citeshttps://doi.org/10.1109/cvpr.2014.86openalex-snapshot
Rate-Invariant Analysis of Trajectories on Riemannian Manifolds with Application in Visual Speech Recognition
inferred← citeshttps://doi.org/10.1109/cvpr.2015.7298922openalex-snapshot
Geodesic exponential kernels: When curvature and linearity conflict
inferred← citeshttps://doi.org/10.1109/cvpr.2016.480openalex-snapshot
RAID-G: Robust Estimation of Approximate Infinite Dimensional Gaussian with Application to Material Recognition
inferred← citeshttps://doi.org/10.1109/cvpr.2016.561openalex-snapshot
Approximate Log-Hilbert-Schmidt Distances between Covariance Operators for Image Classification
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