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Robust regression methods for computer vision: A review
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Outgoing claims: the papers this work cites, builds on, or argues with.
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Weighted Least‐Squares Rank Estimators
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Robust Regression and Outlier Detection
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A Rank-Invariant Method of Linear and Polynomial Regression Analysis
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A facet model for image data
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Algorithms and complexity for least median of squares regression
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Edge detection is a projection
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Robust Image Models and Their Applications
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Advances in Electronics and Electron Physics
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The Fitting of Power Series, Meaning Polynomials, Illustrated on Band-Spectroscopic Data
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A Robust Method for Multiple Linear Regression
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Least Median of Squares Regression
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The Resistant Line and Related Regression Methods
inferredcites →https://doi.org/10.1080/03610927708827533openalex-snapshot
Robust regression using iteratively reweighted least-squares
inferredcites →https://doi.org/10.1080/03610928308828516openalex-snapshot
Weighted least-squares rank estimates
inferredcites →https://doi.org/10.1093/biomet/69.1.242openalex-snapshot
Robust regression using repeated medians
inferredcites →https://doi.org/10.1109/21.44063openalex-snapshot
Pose estimation from corresponding point data
inferredcites →https://doi.org/10.1109/21.44082openalex-snapshot
Robust image modeling for classification of surface defects on wood boards
inferredcites →https://doi.org/10.1109/29.45552openalex-snapshot
Optimal stack filtering and the estimation and structural approaches to image processing
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A nonparametric method for fitting a straight line to a noisy image
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Root properties and convergence rates of median filters
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Robust estimation of camera location and orientation from noisy data having outliers
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The Effect of Median Filtering on Edge Estimation and Detection
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Recovering 3-D motion parameters from image sequences with gross errors
inferredcites →https://doi.org/10.1137/1030093openalex-snapshot
Computer-Intensive Methods in Statistical Regression
inferredcites →https://doi.org/10.1214/aoms/1177692377openalex-snapshot
Estimating Regression Coefficients by Minimizing the Dispersion of the Residuals
inferredcites →https://doi.org/10.1515/9783110844405-010openalex-snapshot
Robust Estimates in Linear Regression - A Simulation Approach
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On Median Tests for Linear Hypotheses
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Robust Regression & Outlier Detection
inferredcites →https://doi.org/10.2307/2987762openalex-snapshot
Exploring Data Tables, Trends and Shapes.
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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How Robust is the Relationship between Economic Freedom and Economic Growth
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A Fuzzy Kth ordered statistic
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Robust Regression, Positive Breakdown
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Robust Regression, Positive Breakdown in
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On ordering fuzzy numbers
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Specific Displacements for Self‐calibration
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Robust Regression, Positive Breakdown in
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A fuzzy median-of-intercept straight-line algorithm for use in noisy images
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RESTORE: Robust estimation of tensors by outlier rejection
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Retrospective correction of physiological noise in DTI using an extended tensor model and peripheral measurements
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REKINDLE: Robust extraction of kurtosis INDices with linear estimation
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A nonintrusive distributed reduced‐order modeling framework for nonlinear structural mechanics—Application to elastoviscoplastic computations
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Map Building Fusing Acoustic and Visual Information using Autonomous Underwater Vehicles
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Adaptive background estimation based on robust statistics
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Robust line fitting using LMedS clustering
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Recovery of an SHGC shape and pose from shading and contour based on weak lambertian assumption
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Anomaly detection by robust statistics
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Robust statistics for outlier detection
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A Robust Method for Registration and Segmentation of Multiple Range Images
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The Robust Estimation of Multiple Motions: Parametric and Piecewise-Smooth Flow Fields
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Recursive Estimation of Motion Parameters
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Image Segmentation from Consensus Information
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Structural Matching with Active Triangulations
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Motion–Egomotion Discrimination and Motion Segmentation from Image-Pair Streams
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Heteroscedastic Hough Transform (HtHT): An Efficient Method for Robust Line Fitting in the ‘Errors in the Variables’ Problem
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Robust Computer Vision: An Interdisciplinary Challenge
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Feature Tracking in Video and Sonar Subsea Sequences with Applications
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Underwater Video Mosaics as Visual Navigation Maps
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Model Selection Techniques and Merging Rules for Range Data Segmentation Algorithms
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Simultaneous Registration of Multiple Corresponding Point Sets
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Accurate Building Structure Recovery from High Resolution Aerial Imagery
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Further Five-Point Fit Ellipse Fitting
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Robust Multiresolution Estimation of Parametric Motion Models
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Registration of MR/MR and MR/SPECT Brain Images by Fast Stochastic Optimization of Robust Voxel Similarity Measures
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Regularization of Diffusion-Based Direction Maps for the Tracking of Brain White Matter Fascicles
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Motion Correction Algorithms May Create Spurious Brain Activations in the Absence of Subject Motion
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Robust Regression for the Detection of Independent 3D Motion by a Binocular Observer
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Classification of Video Sequences in MPEG Domain
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Recent Advances in Range Image Segmentation
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Large Baseline Matching of Scale Invariant Features
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Recovering Articulated Non-rigid Shapes, Motions and Kinematic Chains from Video
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Dynamic $$\mathcal{P}^n $$ to $$\mathcal{P}^n $$ Alignment
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Adaptive Image Filtering and Segmentation Using Robust Estimation of Intensity
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On the Reprojection of 3D and 2D Scenes without Explicit Model Selection
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Bucketing Techniques in Robust Regression for Computer Vision
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Fast Line Detection Algorithms Based on Combinatorial Optimization
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Eddy-Current Distortion Correction and Robust Tensor Estimation for MR Diffusion Imaging
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Revisiting Single-View Shape Tensors: Theory and Applications
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Symmetrical Dense Optical Flow Estimation with Occlusions Detection
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Towards Real-Time Cue Integration by Using Partial Results
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Robust Active Shape Model Search
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Image Registration for Foveated Omnidirectional Sensing
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Texture: Plus ça change, ...
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Physics in a fantasy world vs robust statistical estimation
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Learning with noise in engineering domains
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Iterative curve organisation with the EM algorithm
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An expectation-maximisation approach to graph matching
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Stereo matching using M-estimators
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A practical algorithm for structure and motion recovery from long sequence of images
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Robust total least squares based optic flow computation
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An algorithm for recursive structure and motion recovery under affine projection
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Robust motion segmentation using rank ordering estimators
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Intelligent Vehicle Vision Systems
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A Resampling Method for Computer Vision
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Segmentation-Based Motion Estimation for Second Generation Video Coding Techniques
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Time-Effective Detection of Objects of Interest in Images by Means of A Visual Attention Mechanism
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From a Robust Hierarchy to a Hierarchy of Robustness
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Detection, Computation, and Segmentation of Visual Motion
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DeepGUM: Learning Deep Robust Regression with a Gaussian-Uniform Mixture Model
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Robust Estimation Techniques
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Robust Registration of Statistical Shape Models for Unsupervised Pathology Annotation
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Robust Estimation Techniques
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Robust Fitting Using Mean Shift: Applications in Computer Vision
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Face Recognition from Robust SIFT Matching
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Robust Encoding of Local Ordinal Measures: A General Framework of Iris Recognition
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A Probabilistic Framework for Robust and Accurate Matching of Point Clouds
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Discrete Epipolar Geometry
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A Gradient-Informed Robust Motion Correction Method for FMRI
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Online Video Registration of Dynamic Scenes Using Frame Prediction
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Ego-Motion Computing for Vehicle Velocity Estimation
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Robust Estimation Approach for NL-Means Filter
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Moving Region Segmentation Using Sparse Motion Cue from a Moving Camera
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A Robust Approach to Estimation of Parametric Models
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Robust Deformable Models for 2D and 3D Shape Estimation
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Cognitive Decision Making for Object Recognition by Humanoid System
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Robust Loss Function for Deep Learning Regression with Outliers
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Geometric Feature-Based Airport Runway Line Detection
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Global Modeling and Local Matching: A Dynamic Fusion Approach
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Computation and analysis of image motion: A synopsis of current problems and methods
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A robust variable order facet model for image data
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Motion segmentation and qualitative dynamic scene analysis from an image sequence
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Robust image registration for functional magnetic resonance imaging of the brain
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Rotational and helical surface approximation for reverse engineering
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Geometric primitive extraction by the combination of tabu search and subpixel accuracy
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Non-parametric local transforms for computing visual correspondence
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Lack-of-fit detection using the run-distribution test
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Segmentation of moving objects by robust motion parameter estimation over multiple frames
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Robust registration of dissimilar single and multimodal images
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Motion segmentation and depth ordering based on morphological segmentation
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Detecting people in dense crowds
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Direct linear sub-pixel correlation by incorporation of neighbor pixels' information and robust estimation of window transformation
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Stereo vision system on machine tool for automated reconstruction of surface morphology with depth discontinuity
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The deviation of a set of strings
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Joint estimation of motion and radiometry of rotating camera for HDR global mosaic
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Improving Feature Tracking with Robust Statistics
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Layered Representation of a Video Shot with Mosaicing
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A survey of robust statistics
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Computing LTS Regression for Large Data Sets
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Implicitly Weighted Methods in Robust Image Analysis
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Multicriteria Robust Fitting of Elliptical Primitives
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Robust Fitting of Ellipsoids by Separating Interior and Exterior Points During Optimization
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Model building using bi-level optimization
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Training AI-Based Feature Extraction Algorithms, for Micro CT Images, Using Synthesized Data
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A Robust Multiquadric Method for Digital Elevation Model Construction
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When are Simple LS Estimators Enough? An Empirical Study of LS, TLS, and GTLS
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Symmetrical Dense Optical Flow Estimation with Occlusions Detection
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Model Fitting with Sufficient Random Sample Coverage
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Learning Deep Patch representation for Probabilistic Graphical Model-Based Face Sketch Synthesis
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Nonlocal-Means Image Denoising Technique Using Robust M-Estimator
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Levee Safety Monitoring: Algorithm for Feature Recognition in Point Clouds of Levee Landslides
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Lightweight mixture faults detection method for gasoline engine using on-line trend analysis
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Generating Stochastic Processes Through Convolutional Neural Networks
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Robot programming by demonstration: a novel system for robot trajectory programming based on robot operating system
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Strength Lab AI: a mixture-of-experts deep learning approach for limit state analysis and design of monolithic and laminate structures made of glass
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TSC prediction and dynamic control of BOF steelmaking with state-of-the-art machine learning and deep learning methods
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Applications and Techniques of Machine Learning in Cancer Classification: A Systematic Review
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A robust technique for matching two uncalibrated images through the recovery of the unknown epipolar geometry
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Robustizing robust M-estimation using deterministic annealing
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Recovering heading for visually-guided navigation
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An efficient algorithm for generalized random sampling
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Ellipse fitting by accumulating five-point fits
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Similarity measures in computer vision
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A robust algorithm for automatic extraction of an unknown number of clusters from noisy data
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Fast visual tracking by temporal consensus
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Qualitative primitive identification using fuzzy clustering and invariant approach
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Discontinuous MRF prior and robust statistics: a comparative study
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Object-based analysis-synthesis coding based on the source model of moving rigid 3D objects
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Image analysis and computer vision: 1991
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Motion Estimation—A Video Coding Viewpoint
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Tracking based on Hierarchical Multiple Motion Estimation and Robust Regression
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Learning under (1 + ϵ)-moment conditions
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Diversity-driven ANN-based ensemble framework for seasonal low-flow analysis at ungauged sites
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Robust ensemble learning framework for day-ahead forecasting of household based energy consumption
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Robust normal estimation for point clouds with sharp features
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General discriminative optimization for point set registration
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Estimating the chemical oxygen demand of petrochemical wastewater treatment plants using linear and nonlinear statistical models – A case study
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A weighted Hankel approach and Cramér–Rao bound analysis for quantitative acoustic microscopy imaging
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BlurRes-UNet: A novel neural network for automated surface characterisation in metrology
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A practical approximation algorithm for the LMS line estimator
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Multi-task learning based deep neural network for short term power and thermal energy prediction of hybrid PV–Thermal systems
inferred← citeshttps://doi.org/10.1016/j.cviu.2003.07.004openalex-snapshot
Hierarchical Markovian segmentation of multispectral images for the reconstruction of water depth maps
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A random sampling strategy for piecewise planar scene segmentation
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A comprehensive review on computer vision analysis of aerial data
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SVD-matching using SIFT features
inferred← citeshttps://doi.org/10.1016/j.ijar.2018.10.003openalex-snapshot
A hybrid method based on F-transform for robust estimators
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Robust Euclidean alignment of 3D point sets: the trimmed iterative closest point algorithm
inferred← citeshttps://doi.org/10.1016/j.ins.2017.05.047openalex-snapshot
Robust stochastic configuration networks with kernel density estimation for uncertain data regression
inferred← citeshttps://doi.org/10.1016/j.ins.2021.08.011openalex-snapshot
Ensemble ellipse fitting by spatial median consensus
inferred← citeshttps://doi.org/10.1016/j.isci.2023.108354openalex-snapshot
Resolving network clusters disparity based on dissimilarity measurements with nonmetric analysis of variance
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Structural Determinants of Yeast Protein-Protein Interaction Interface Evolution at the Residue Level
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Asymptotic behavior of RA-estimates in autoregressive 2D processes
inferred← citeshttps://doi.org/10.1016/j.knosys.2014.01.007openalex-snapshot
Robust simultaneous positive data clustering and unsupervised feature selection using generalized inverted Dirichlet mixture models
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An accurate and robust stereo matching algorithm with variable windows for 3D measurements
inferred← citeshttps://doi.org/10.1016/j.micron.2004.04.006openalex-snapshot
Some trends in microscope image processing
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Classification of matrix-variate Fisher–Bingham distribution via Maximum Likelihood Estimation using manifold valued data
inferred← citeshttps://doi.org/10.1016/j.neunet.2014.06.010openalex-snapshot
Model-wise and point-wise random sample consensus for robust regression and outlier detection
inferred← citeshttps://doi.org/10.1016/j.neuroimage.2018.07.003openalex-snapshot
Fast and accurate Slicewise OutLIer Detection (SOLID) with informed model estimation for diffusion MRI data
inferred← citeshttps://doi.org/10.1016/j.patcog.2003.08.008openalex-snapshot
Connectivity-based multiple-circle fitting
inferred← citeshttps://doi.org/10.1016/j.patcog.2006.10.009openalex-snapshot
Arc-based evaluation and detection of ellipses
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Clique descriptor of affine invariant regions for robust wide baseline image matching
inferred← citeshttps://doi.org/10.1016/j.patcog.2010.10.012openalex-snapshot
A shape-based voting algorithm for pedestrian detection and tracking
inferred← citeshttps://doi.org/10.1016/j.patrec.2004.02.010openalex-snapshot
A fast and robust image registration method based on an early consensus paradigm
inferred← citeshttps://doi.org/10.1016/j.patrec.2006.03.007openalex-snapshot
Weak-perspective structure from motion for strongly contaminated data
inferred← citeshttps://doi.org/10.1016/j.patrec.2007.03.007openalex-snapshot
Robust template tracking with drift correction
inferred← citeshttps://doi.org/10.1016/j.patrec.2007.03.008openalex-snapshot
Thickness measurement and crease detection of wheat grains using stereo vision
inferred← citeshttps://doi.org/10.1016/j.patrec.2007.12.014openalex-snapshot
Generalizing the Lucas–Kanade algorithm for histogram-based tracking
inferred← citeshttps://doi.org/10.1016/j.patrec.2009.01.003openalex-snapshot
Incorporating symmetry into the Lucas–Kanade framework
inferred← citeshttps://doi.org/10.1016/j.proeng.2012.01.973openalex-snapshot
Image Diffusion In Connection With Robust M-Estimators
inferred← citeshttps://doi.org/10.1016/j.rse.2003.10.004openalex-snapshot
Robust estimation of BRDF model parameters
inferred← citeshttps://doi.org/10.1016/j.sigpro.2004.12.009openalex-snapshot
A 2-D robust high-resolution frequency estimation approach
inferred← citeshttps://doi.org/10.1016/j.tust.2023.105430openalex-snapshot
3D laser point cloud-based geometric digital twin for condition assessment of large diameter pipelines
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Super-Resolution Image Reconstruction Using Diffuse Source Models
inferred← citeshttps://doi.org/10.1016/s0004-3702(98)00077-0openalex-snapshot
Empirically-derived estimates of the complexity of labeling line drawings of polyhedral scenes
inferred← citeshttps://doi.org/10.1016/s0020-0190(97)00132-4openalex-snapshot
An approximation algorithm for least median of squares regression
inferred← citeshttps://doi.org/10.1016/s0031-3203(00)00025-xopenalex-snapshot
A Bayesian framework for 3D surface estimation
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Analytic line fitting in the presence of uniform random noise
inferred← citeshttps://doi.org/10.1016/s0031-3203(00)00064-9openalex-snapshot
Locating geometric primitives by pruning the parameter space
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