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Kalman filter-based algorithms for estimating depth from image sequences

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What this work says

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

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Bayesian Modeling of Uncertainty in Low-Level Vision
inferredcites →https://doi.org/10.1007/978-1-4613-8997-2_16openalex-snapshot
Maintaining Representations of the Environment of a Mobile Robot
inferredcites →https://doi.org/10.1007/978-94-009-9907-7openalex-snapshot
Spacecraft Attitude Determination and Control
inferredcites →https://doi.org/10.1007/bf00126502openalex-snapshot
Bayesian modeling of uncertainty in low-level vision
inferredcites →https://doi.org/10.1007/bf00128525openalex-snapshot
Epipolar-plane image analysis: An approach to determining structure from motion
inferredcites →https://doi.org/10.1007/bf00133568openalex-snapshot
Optical flow using spatiotemporal filters
inferredcites →https://doi.org/10.1016/0004-3702(74)90029-0openalex-snapshot
On calibrating computer controlled cameras for perceiving 3-D scenes
inferredcites →https://doi.org/10.1016/0004-3702(81)90024-2openalex-snapshot
Determining optical flow
inferredcites →https://doi.org/10.1016/0004-3702(81)90029-1openalex-snapshot
Psychophysical and computational studies towards a theory of human stereopsis
inferredcites →https://doi.org/10.1016/0031-8663(78)90007-8openalex-snapshot
Observations and Least Squares
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Stochastic models, estimation, and control
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Stochastic models, estimation, and control
inferredcites →https://doi.org/10.1016/s0734-189x(83)80026-7openalex-snapshot
Passive navigation
inferredcites →https://doi.org/10.1080/01621459.1987.10478393openalex-snapshot
Probabilistic Solution of Ill-Posed Problems in Computational Vision
inferredcites →https://doi.org/10.1098/rspb.1980.0057openalex-snapshot
The interpretation of a moving retinal image
inferredcites →https://doi.org/10.1109/jra.1987.1087097openalex-snapshot
Error modeling in stereo navigation
inferredcites →https://doi.org/10.1109/robot.1986.1087419openalex-snapshot
Building visual maps by combining noisy stereo measurements
inferredcites →https://doi.org/10.1109/tpami.1985.4767639openalex-snapshot
Stereo by Intra- and Inter-Scanline Search Using Dynamic Programming
inferredcites →https://doi.org/10.1109/tpami.1986.4767767openalex-snapshot
Image Analysis Using Multigrid Relaxation Methods
inferredcites →https://doi.org/10.1109/tpami.1986.4767807openalex-snapshot
Regularization of Inverse Visual Problems Involving Discontinuities
inferredcites →https://doi.org/10.1109/tpami.1986.4767833openalex-snapshot
An Investigation of Smoothness Constraints for the Estimation of Displacement Vector Fields from Image Sequences
inferredcites →https://doi.org/10.1109/tpami.1986.4767851openalex-snapshot
A Computational Approach to Edge Detection
inferredcites →https://doi.org/10.1109/tpami.1986.4767852openalex-snapshot
On Detecting Edges
inferredcites →https://doi.org/10.1109/tpami.1986.4767853openalex-snapshot
Binocular Image Flows: Steps Toward Stereo-Motion Fusion
inferredcites →https://doi.org/10.1117/12.946179openalex-snapshot
Computing Dense Displacement Fields With Confidence Measures In Scenes Containing Occlusion
inferredcites →https://doi.org/10.1119/1.1974436openalex-snapshot
Center of Mass
inferredcites →https://doi.org/10.7210/jrsj.4.65openalex-snapshot
The Third International Symposium of Robotics Research
inferredcites →https://doi.org/10.7551/mitpress/1413.003.0014openalex-snapshot
Determining optical flow

What points at this work

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

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3D Reconstruction by Active Dynamic Vision
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Disparity Estimation Techniques
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Bibliography
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Real‐time multi‐scale vision on multi‐computers
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Error Characterization of the Factorization Method
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A Modified Area Based Local Stereo Correspondence Algorithm for Occlusions
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Guided Importance Sampling Based Particle Filtering for Visual Tracking
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Kalman Filter based Detection of Obstacles and Lane Boundary in Monocular Image Sequences
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Quantitative Depth Recovery from Time-Varying Optical Flow in a Kalman Filter Framework
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3-D Motion and Structure from 2-D Motion Causally Integrated over Time: Implementation
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Robust, Real-Time Motion Estimation from Long Image Sequences Using Kalman Filtering
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Symmetric Sub-pixel Stereo Matching
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Active Surface Reconstruction Using the Gradient Strategy
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Hierarchical model-based motion estimation
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Combining intensity and motion for incremental segmentation and tracking over long image sequences
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A probabilistic spatial data model
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Plant tracking-based motion analysis in a crop field
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Elastically adaptive deformable models
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Experiments with a new area-based stereo algorithm
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Kalman Filter
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Optimal Surface Fusion
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Passive Estimation of Range to Objects from Image Sequences
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Joint Estimation of depth maps and camera motion in the Construction of 3D Models from a Mobile Camera
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System-Theoretic Aspects of Dynamic Vision
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Generation of 3D Dense Depth Maps by Dynamic Vision
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Image-Based Estimation for Robotics and Autonomous Systems
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Local Processing as a Cue for Decreasing 3-D Structure Computation
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Modeling and Visualization of Empirical Data
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An Estimation Theoretic Perspective on Image Processing and the Calculation of Optical Flow
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Detection, Computation, and Segmentation of Visual Motion
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Conclusion: Current Issues in Analysis of Visual Motion
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Computing Egomotion and Shape from Image Motion Using Collinear Points
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Single Camera Structure and Motion Estimation
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Monocular Depth Estimation Using Whole Strip Masking and Reliability-Based Refinement
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Kalman Filter
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Shiftable Windows for Stereo
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Image-Based Estimation for Robotics and Autonomous Systems
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Kalman Filter
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Shiftable Windows for Stereo
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Visual Servoing
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Observers for Position Estimation Using Bearing and Biased Velocity Information
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Real-Time Neighborhood Based Disparity Estimation Incorporating Temporal Evidence
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Towards a Multi-camera Generalization of Brightness Constancy
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Using a Connected Filter for Structure Estimation in Perspective Systems
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Integrating Disparity Images by Incorporating Disparity Rate
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Towards Optimal Stereo Analysis of Image Sequences
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Super Resolution for Multimedia, Image, and Video Processing Applications
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An Affine Optical Flow Model for Dynamic Surface Reconstruction
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Monocular Obstacle Detection for Real-World Environments
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Estimation of 3D Object Structure, Motion and Rotation Based on 4D Affine Optical Flow Using a Multi-camera Array
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Spatio-Temporal Stereo Disparity Integration
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Fast 3D Structure From Motion with Missing Points from Registration of Partial Reconstructions
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Monocular Depth from Motion Using a New Closed-Form Solution
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High Frame Rate Egomotion Estimation
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Depth Estimation during Fixational Head Movements in a Humanoid Robot
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3D-Modellierung von Pflanzenblättern mittels eines Depth-from-Motion-Verfahrens
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Depth from Stereo Image Sequences
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Motion Estimation from Target Tracking
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Real-Time Vision for Autonomous and Teleoperated Control of Unmanned Vehicles
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Sequentielle Schätzung von Sensorpositionen aus Bildsequenzen für Robot Vision Anwendungen
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Robust 3-D object recognition and pose estimation using 2-D image sequences
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On Tracking Edges
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Principles and Techniques for Sensor Data Fusion
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The SAVA Skeleton System
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A 3D Vision System for Underwater Vehicles: An Extended Kalman-Bucy Filtering Approach
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Real-Time LQG Robotic Visual Tracking
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Distributed Heterogeneous Sensing for Outdoor Multi-Robot Localization, Mapping, and Path Planning
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Introduction
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Multi-ocular Stereovision
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Telerobotic visual servoing
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Measurement and integration of 3-D structures by tracking edge lines
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Stereo vision for planetary rovers: Stochastic modeling to near real-time implementation
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The feasibility of motion and structure from noisy time-varying image velocity information
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Bayesian modeling of uncertainty in low-level vision
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Subspace methods for recovering rigid motion I: Algorithm and implementation
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Shape and motion from image streams under orthography: a factorization method
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Motion recovery from image sequences using only first order optical flow information
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Passive range estimation for rotorcraft low-altitude flight
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Tracking moving objects during low altitude flight
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A Bayesian multiple-hypothesis approach to edge grouping and contour segmentation
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Robust estimation of egomotion from normal flow
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Selection of features and evaluation of visual measurements during robotic visual servoing tasks
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Automatic feature point extraction and tracking in image sequences for arbitrary camera motion
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Real-time binocular smooth pursuit
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Mathematical foundations of navigation and perception for an autonomous mobile robot
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Measurement and integration of 3-D structures by tracking edge lines
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Motion estimation on the essential manifold
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Multi viewpoint stereo from uncalibrated video sequences
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Role of active vision in optimizing visual feedback for robot control
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Human motion analysis for biomechanics and biomedicine
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Color to gray conversions in the context of stereo matching algorithms
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Mobile robot navigation and scene modeling using stereo fish-eye lens system
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A semi-direct approach to structure from motion
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Predicting biomass and grain protein content using Bayesian methods
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Monte Carlo algorithm for trajectory optimization based on Markovian readings
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An Optical Flow-Based Solution to the Problem of Range Identification in Perspective Vision Systems
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An Analytically Stable Structure and Motion Observer Based on Monocular Vision
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A Bayesian based Methodology for Indirect Object Search
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Parallel refinement of slanted 3D reconstruction using dense stereo induced from symmetry
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Intelligent unmanned anti-theft system using network camera
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On Applications of Pyramid Doubly Joint Bilateral Filtering in Dense Disparity Propagation
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Iterated square root unscented Kalman filter for nonlinear states and parameters estimation: three DOF damped system
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3-D motion estimation from motion field
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A probabilistic spatial data model
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Unified optical flow field approach to motion analysis from a sequence of stereo images
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Recursive estimation of time-varying motion and structure parameters
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Recovering three-dimensional structure from motion with surface reconstruction
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Temporal coherence theory for the detection and measurement of visual motion
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Real-time vision-based navigation and 3D depth estimation for an indoor autonomous mobile robot
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Sequential filtering for multi-frame visual reconstruction
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Principles and techniques for sensor data fusion
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Visually guided ranging from observations of points, lines and curves via an identifier based nonlinear observer
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Computation of fixed surface features
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A probabilistic object-oriented data model
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Recovering a boundary-level structural description from dynamic stereo
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Structure from motion techniques applied to crop field mapping
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Estimation of depth and 3D motion parameter of moving object with multiple stereo images
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Accurate estimation of object location in an image sequence using helicopter flight data
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The framework of controlled active vision
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Dynamic motion vision
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Depth estimation from a sequence of monocular images with known camera motion
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Incremental estimation of image flow using a Kalman filter
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Image-flow computation: An estimation-theoretic framework and a unified perspective
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Shortcuts in shape classification from two images
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REAL-TIME VISION-BASED NAVIGATION AND 3D DEPTH ESTIMATION FOR AN INDOOR AUTONOMOUS MOBILE ROBOT
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STRUCTURE FROM VISUAL MOTION AS A NONLINEAR OBSERVATION PROBLEM 11Research sponsored by NSF NYI Award, NSF ERC in Neuromorphic Systems Engineering at Caltech, ONR grant N00014-93-1-0990.
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Dynamical Systems in Video Analysis
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A Neural Network for Motion Processing
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Introduction
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Computer Vision for Autonomous Navigation
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Adaptive and robust algorithms and tests for visual-based navigation of a space robotic manipulator
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Comparison of two new ARIMA-ANN and ARIMA-Kalman hybrid methods for wind speed prediction
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Active state estimation of nonlinear systems
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Range identification for nonlinear parameterizable paracatadioptric systems
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Observer design for range and orientation identification
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Observer forms for perspective systems
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A proposed stereo matching algorithm for noisy sets of color images
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Modeling and prediction of nonlinear environmental system using Bayesian methods
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An improved particle filtering for time-varying nonlinear prediction of biomass and grain protein content
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An adaptive observer framework for accurate feature depth estimation using an uncalibrated monocular camera
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Metadata based need-to-know view in large-scale video surveillance systems
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Improving sub-pixel accuracy for long range stereo
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Persistent tracking of static scene features using geometry
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State and parameter estimation for nonlinear biological phenomena modeled by S-systems
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A class of intelligent agents for coordinated control of outdoor terrain mapping UGVs
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Investigating the application of Kalman Filters for real-time accountancy in fusion fuel cycles
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Dense Disparity Estimation in Ego-motion Reduced Search Space
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Model Predictive Obstacle Avoidance Control for Vehicles with Automatic Velocity Suppression using Artificial Potential Field
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Computationally efficient dense moving object detection based on reduced space disparity estimation
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A Globally Convergent Observer for Estimating Sphere Structures with Inertial Measurements
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Real-time stereo-based view synthesis algorithms: A unified framework and evaluation on commodity GPUs
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Human tracking from a mobile agent: Optical flow and Kalman filter arbitration
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A data-fusion approach to motion-stereo
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Robust approach for disparity estimation in stereo vision
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Improving accuracy, robustness and computational efficiency in 3D computer vision
inferred← citeshttps://doi.org/10.1016/j.imavis.2006.04.006openalex-snapshot
Evaluation of correspondence errors for stereo
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Modeling of nonlinear biological phenomena modeled by S-systems
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Centroid weighted Kalman filter for visual object tracking
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New preceding vehicle tracking algorithm based on optimal unbiased finite memory filter
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Globally exponentially stable observer for vision-based range estimation
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Real-time estimation of 3D scene geometry from a single image
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Kalman-filter based spatio-temporal disparity integration
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Moving Obstacle Avoidance of a Mobile Robot Using a Single Camera
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Attention-driven monocular scene reconstruction for obstacle detection, robot navigation and map building
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High-dimensional Kalman filtering: From sparse modeling to AI-augmented architectures
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Robust filtering for deterministic systems with implicit outputs
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Disparity maps for dynamic stereo
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Feature correspondence and motion recovery in vehicle planar navigation
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Weighted matchings for dense stereo correspondence
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An optimal estimation approach to visual perception and learning
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Recursive resolving algorithm for multiple stereo and motion matches
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Single camera based motion and shape estimation using extended Kalman filtering
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Chapter 14 General theory of geometric estimation
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Design of an filter-based robust visual servoing system
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Motion and structure from multiple cues; image motion, shading flow, and stereo disparity
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Pose estimation of autonomous vehicles using visual information: A minimum-energy estimator approach
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Identification for the moving objects by using the observed image data
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Using Optical Flow on Contours in Estimating Depth and Motion for an Indoor Autonomous Mobile Robot
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Structure From Visual Motion as a Nonlinear Observation Problem 1
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Structure-independent visual motion control on the essential manifold
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Experimental Verification of H ∞ Filter for Robust Visual Tracking
inferred← citeshttps://doi.org/10.1017/s0263574700015526openalex-snapshot
R & D Profile Jet Propulsion Laboratory Robotic Facilities and Associated Research
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Recursive 3-D Visual Motion Estimation Using Subspace Constraints
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