Numerical recipes in C (2nd ed.): the art of scientific computing
Numerical recipes in C (2nd ed.): the art of scientific computing
EigenTracking: Robust Matching and Tracking of Articulated Objects Using a View-Based Representation
International Journal of Computer Vision
Efficient Region Tracking With Parametric Models of Geometry and Illumination
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
International Journal of Computer Vision
Hierarchical Model-Based Motion Estimation
ECCV '92 Proceedings of the Second European Conference on Computer Vision
ECCV '98 Proceedings of the 5th European Conference on Computer Vision-Volume II - Volume II
Projective registration with difference decomposition
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
Stereo Matching with Transparency and Matting
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Vision-based control of 3D facial animation
Proceedings of the 2003 ACM SIGGRAPH/Eurographics symposium on Computer animation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Active Appearance Models Revisited
International Journal of Computer Vision
Accurate 3D Tracking of Rigid Objects with Occlusion Using Active Appearance Models
WACV-MOTION '05 Proceedings of the IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2 - Volume 02
International Journal of Computer Vision
Facial action tracking using particle filters and active appearance models
Proceedings of the 2005 joint conference on Smart objects and ambient intelligence: innovative context-aware services: usages and technologies
Multi-Parameter Simultaneous Estimation on Area-Based Matching
International Journal of Computer Vision
Dominant plane detection from optical flow for robot navigation
Pattern Recognition Letters
Monocular model-based 3D tracking of rigid objects
Foundations and Trends® in Computer Graphics and Vision
Journal of Mathematical Imaging and Vision
SIGGRAPH '05 ACM SIGGRAPH 2005 Courses
Rapid and brief communication: Efficient edge-based object tracking
Pattern Recognition
Lie algebra approach for tracking and 3D motion estimation using monocular vision
Image and Vision Computing
A Bayesian Approach to Deformed Pattern Matching of Iris Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Lattice-Based MRF Model for Dynamic Near-Regular Texture Tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Asymmetry of Image Registration and Its Application to Face Tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence
MonoSLAM: Real-Time Single Camera SLAM
IEEE Transactions on Pattern Analysis and Machine Intelligence
Robust template tracking with drift correction
Pattern Recognition Letters
Planar tracking using the GPU for augmented reality and games
ACM SIGGRAPH 2007 posters
Face Hallucination: Theory and Practice
International Journal of Computer Vision
2D vs. 3D Deformable Face Models: Representational Power, Construction, and Real-Time Fitting
International Journal of Computer Vision
Image alignment and stitching: a tutorial
Foundations and Trends® in Computer Graphics and Vision
Registration of Challenging Image Pairs: Initialization, Estimation, and Decision
IEEE Transactions on Pattern Analysis and Machine Intelligence
Ordinal regression based subpixel shift estimation for video super-resolution
EURASIP Journal on Advances in Signal Processing
Mutual Information for Lucas-Kanade Tracking (MILK): An Inverse Compositional Formulation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multi-View AAM Fitting and Construction
International Journal of Computer Vision
Multi-View AAM Fitting and Construction
International Journal of Computer Vision
Journal on Image and Video Processing
Mutual Information-Based 3D Object Tracking
International Journal of Computer Vision
Generalizing the Lucas-Kanade algorithm for histogram-based tracking
Pattern Recognition Letters
Journal on Image and Video Processing
Plane-based camera self-calibration by metric rectification of images
Image and Vision Computing
Anytime similarity measures for faster alignment
Computer Vision and Image Understanding
Automatic feature localisation with constrained local models
Pattern Recognition
Perception-motivated interpolation of image sequences
Proceedings of the 5th symposium on Applied perception in graphics and visualization
Hands-free vision-based interface for computer accessibility
Journal of Network and Computer Applications
Particle Video: Long-Range Motion Estimation Using Point Trajectories
International Journal of Computer Vision
Waterfront surveillance and trackability
Machine Vision and Applications
Real-Time Facial Expression Recognition for Natural Interaction
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part II
Implicit Feedback between Reconstruction and Tracking in a Combined Optimization Approach
Proceedings of the 30th DAGM symposium on Pattern Recognition
Progressive image mosaicking in wireless image sensor networks
Proceedings of the 6th ACM international symposium on Mobility management and wireless access
3D SSD tracking with estimated 3D planes
Image and Vision Computing
Dynamic Selection of Characteristics for Feature Based Image Sequence Stabilization
ACIVS '08 Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems
A mapping and localization framework for scalable appearance-based navigation
Computer Vision and Image Understanding
International Journal of Computer Vision
Adaptive active appearance model with incremental learning
Pattern Recognition Letters
Upper-Body Contour Extraction Using Face and Body Shape Variance Information
PSIVT '09 Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology
Unusual human behavior recognition using evolutionary technique
Computers and Industrial Engineering
Retexturing in the Presence of Complex Illumination and Occlusions
ISMAR '07 Proceedings of the 2007 6th IEEE and ACM International Symposium on Mixed and Augmented Reality
Efficient illumination independent appearance-based face tracking
Image and Vision Computing
Incorporating symmetry into the Lucas-Kanade framework
Pattern Recognition Letters
ACM SIGGRAPH 2009 papers
Generalized least squares-based parametric motion estimation
Computer Vision and Image Understanding
Inertially Aided Visual Odometry for Miniature Air Vehicles in GPS-denied Environments
Journal of Intelligent and Robotic Systems
Graph-based transductive learning for robust visual tracking
Pattern Recognition
Anytime learning for the NoSLLiP tracker
Image and Vision Computing
ILM's multitrack: a new visual tracking framework for high-end VFX production
SIGGRAPH 2009: Talks
SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
Combined GKLT Feature Tracking and Reconstruction for Next Best View Planning
Proceedings of the 31st DAGM Symposium on Pattern Recognition
Efficient constrained local model fitting for non-rigid face alignment
Image and Vision Computing
International Journal of Robotics Research
A model change detection approach to dynamic scene modeling
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
Super-Resolution of Moving Vehicles Using an Affine Motion Model
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
Vision-aided inertial navigation for spacecraft entry, descent, and landing
IEEE Transactions on Robotics
Robust and efficient feature tracking for indoor navigation
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
The Digital Emily project: photoreal facial modeling and animation
ACM SIGGRAPH 2009 Courses
Precise image registration with structural similarity error measurement applied to superresolution
EURASIP Journal on Advances in Signal Processing
Increasing the Robustness of 2D Active Appearance Models for Real-World Applications
ICVS '09 Proceedings of the 7th International Conference on Computer Vision Systems: Computer Vision Systems
Robust Tracking by Means of Template Adaptation with Drift Correction
ICVS '09 Proceedings of the 7th International Conference on Computer Vision Systems: Computer Vision Systems
3D Lunar Terrain Reconstruction from Apollo Images
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part I
Low complexity dense motion estimation using phase correlation
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
Face detection and tracking in video sequences using the modifiedcensus transformation
Image and Vision Computing
Active appearance models with occlusion
Image and Vision Computing
Generalizing Inverse Compositional and ESM Image Alignment
International Journal of Computer Vision
Adaptive mean-shift tracking with auxiliary particles
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Estimation of mobile robot ego-motion and obstacle depth detection by using optical flow
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Robot jenga: autonomous and strategic block extraction
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Multiple targets geolocation using SIFT and stereo vision on airborne video sequences
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Inertial-aided KLT feature tracking for a moving camera
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Performance evaluation of visual SLAM using several feature extractors
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Metric Learning for Image Alignment
International Journal of Computer Vision
A review of log-polar imaging for visual perception in robotics
Robotics and Autonomous Systems
Shadow resistant direct image registration
SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
Rigid motion constraints for tracking planar objects
Proceedings of the 29th DAGM conference on Pattern recognition
Video-based face model fitting using Adaptive Active Appearance Model
Image and Vision Computing
International Journal of Computer Vision
Model-based stereo with occlusions
AMFG'07 Proceedings of the 3rd international conference on Analysis and modeling of faces and gestures
Integrating multiple visual cues for robust real-time 3D face tracking
AMFG'07 Proceedings of the 3rd international conference on Analysis and modeling of faces and gestures
Analysis of deformation of the human ear and canal caused by mandibular movement
MICCAI'07 Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention
Nonlinear disparity mapping for stereoscopic 3D
ACM SIGGRAPH 2010 papers
Stereo vision local map alignment for robot environment mapping
RobVis'08 Proceedings of the 2nd international conference on Robot vision
Drift-correcting template update strategy for precision feature point tracking
Image and Vision Computing
A Bayesian formulation for sub-pixel refinement in stereo orbital imagery
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Automatic ground-truthing using video registration for on-board detection algorithms
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Automatic MPEG-4 sprite coding--Comparison of integrated object segmentation algorithms
Multimedia Tools and Applications
Robust bioinspired architecture for optical-flow computation
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Mobile Networks and Applications
In-air typing interface for mobile devices with vibration feedback
ACM SIGGRAPH 2010 Emerging Technologies
Dialocalization: Acoustic speaker diarization and visual localization as joint optimization problem
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Perception-motivated interpolation of image sequences
ACM Transactions on Applied Perception (TAP)
Bidirectional composition on Lie groups for gradient-based image alignment
IEEE Transactions on Image Processing
Spatial-temporal understanding of urban scenes through large camera network
Proceedings of the 1st ACM international workshop on Multimodal pervasive video analysis
Possibilistic signal processing: How to handle noise?
International Journal of Approximate Reasoning
Facial contour labeling via congealing
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
One-dimensional mapping for estimating projective transformations
IEEE Transactions on Image Processing
A color neuromorphic approach for motion estimation
WMVC'09 Proceedings of the 2009 international conference on Motion and video computing
ACM SIGGRAPH ASIA 2010 Posters
Object motion based video key-frame extraction
ACM SIGGRAPH ASIA 2010 Posters
Tracking 3D pose of rigid objects using Inverse Compositional Active Appearance Models
International Journal of Knowledge-based and Intelligent Engineering Systems
Geometrically constrained level set tracking for automotive applications
Proceedings of the 32nd DAGM conference on Pattern recognition
Image-based respiratory motion compensation for fluoroscopic coronary roadmapping
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part III
Motion artifact correction of multi-photon imaging of awake mice models using speed embedded HMM
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part III
Subspace-based holistic registration for low-resolution facial images
EURASIP Journal on Advances in Signal Processing
Covariance tracking via geometric particle filtering
EURASIP Journal on Advances in Signal Processing - Special issue on advanced image processing for defense and security applications
A robust mosaicing method with super-resolution for optical medical images
MIAR'10 Proceedings of the 5th international conference on Medical imaging and augmented reality
Learning Real-Time Perspective Patch Rectification
International Journal of Computer Vision
An incremental PCA-HOG descriptor for robust visual hand tracking
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part II
Learning 3D appearance models from video
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Tennis Video 2.0: A new presentation of sports videos with content separation and rendering
Journal of Visual Communication and Image Representation
A Database and Evaluation Methodology for Optical Flow
International Journal of Computer Vision
Affine warp propagation for fast simultaneous modelling and tracking of articulated objects
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
3D structure refinement of nonrigid surfaces through efficient image alignment
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
Sensor measurements and image registration fusion to retrieve variations of satellite attitude
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
Stitching algorithms for biological specimen images
International Journal of Computational Vision and Robotics
Feature-Driven Direct Non-Rigid Image Registration
International Journal of Computer Vision
Robust: real-time 3D face tracking from a monocular view
Journal on Image and Video Processing
A robust template tracking algorithm with weighted active drift correction
Pattern Recognition Letters
Soft-tissue motion tracking and structure estimation for robotic assisted MIS procedures
MICCAI'05 Proceedings of the 8th international conference on Medical image computing and computer-assisted intervention - Volume Part II
Automatic estimation of asymmetry for gradient-based alignment of noisy images on Lie group
Pattern Recognition Letters
Visual object tracking via sample-based Adaptive Sparse Representation (AdaSR)
Pattern Recognition
SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
Linear Regression and Adaptive Appearance Models for Fast Simultaneous Modelling and Tracking
International Journal of Computer Vision
Automatic Detection of Object of Interest and Tracking in Active Video
Journal of Signal Processing Systems
Non-uniform motion deblurring for camera shakes using image registration
ACM SIGGRAPH 2011 Talks
Multi-view active appearance models for the X-ray based analysis of avian bipedal locomotion
DAGM'11 Proceedings of the 33rd international conference on Pattern recognition
Simultaneous reconstruction and tracking of non-planar templates
DAGM'11 Proceedings of the 33rd international conference on Pattern recognition
Visual tracking based on Log-Euclidean Riemannian sparse representation
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
Lifecycle building card: toward paperless and visual lifecycle management tools
Proceedings of the 2011 Symposium on Simulation for Architecture and Urban Design
Joint photometric and geometric image registration in the total least square sense
Pattern Recognition Letters
Trajectories based descriptor for dynamic events annotation
J-MRE '11 Proceedings of the 2011 joint ACM workshop on Modeling and representing events
Video coding using fast geometry-adaptive partitioning and an elastic motion model
Journal of Visual Communication and Image Representation
Hessian Matrix vs. Gauss-Newton Hessian Matrix
SIAM Journal on Numerical Analysis
Gyro-aided feature tracking for a moving camera: fusion, auto-calibration and GPU implementation
International Journal of Robotics Research
Tracking planes with large interframe displacement by fusing template and point based approaches
Proceedings of the 10th International Conference on Virtual Reality Continuum and Its Applications in Industry
A novel spatio-temporal approach to handle occlusions in vehicle tracking
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
Tracking of linear appearance models using second order minimization
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
Towards hands-free interfaces based on real-time robust facial gesture recognition
AMDO'06 Proceedings of the 4th international conference on Articulated Motion and Deformable Objects
A direct method for real-time tracking in 3-d under variable illumination
PR'05 Proceedings of the 27th DAGM conference on Pattern Recognition
Dense motion and disparity estimation via loopy belief propagation
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part II
Psychology-Aware video-enabled workplace
UIC'06 Proceedings of the Third international conference on Ubiquitous Intelligence and Computing
A novel algorithm for fitting 3-d active appearance models: applications to cardiac MRI segmentation
SCIA'05 Proceedings of the 14th Scandinavian conference on Image Analysis
3-D pose tracking of the car occupant
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Feature-Based Deformable Surface Detection with Self-Occlusion Reasoning
International Journal of Computer Vision
A bayesian estimation approach to super-resolution reconstruction for face images
IWICPAS'06 Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis
Resolution-Aware fitting of active appearance models to low resolution images
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
Enhancing the point feature tracker by adaptive modelling of the feature support
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
An efficient object tracking algorithm with adaptive prediction of initial searching point
PSIVT'06 Proceedings of the First Pacific Rim conference on Advances in Image and Video Technology
Learning efficient linear predictors for motion estimation
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
Inverse composition for multi-kernel tracking
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
II-LK – a real-time implementation for sparse optical flow
ICIAR'10 Proceedings of the 7th international conference on Image Analysis and Recognition - Volume Part I
ICSR'11 Proceedings of the Third international conference on Social Robotics
An automatic method of building 3d morphable face model
IWBRS'05 Proceedings of the 2005 international conference on Advances in Biometric Person Authentication
Iris recognition in non-ideal imaging conditions
Pattern Recognition Letters
Robust segment-based object tracking using generalized hyperplane approximation
Pattern Recognition
Monocular SLAM with undelayed initialization for an indoor robot
Robotics and Autonomous Systems
Video deblurring for hand-held cameras using patch-based synthesis
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
Myocardial segmentation using contour-constrained optical flow tracking
STACOM'11 Proceedings of the Second international conference on Statistical Atlases and Computational Models of the Heart: imaging and modelling challenges
Fusing template and point information to track planes with large interframe displacement
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
Semi-supervised facial landmark annotation
Computer Vision and Image Understanding
Optical flow-based bird tracking and counting for congregating flocks
ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part III
Globally Optimal Estimation of Nonrigid Image Distortion
International Journal of Computer Vision
TILT: Transform Invariant Low-Rank Textures
International Journal of Computer Vision
Alignment of velocity fields for video surveillance
Pattern Recognition Letters
Real-Time image alignment for a gyro-visual hybrid pointing device
ICIAR'12 Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part I
Particle filter with affine transformation for multiple key points tracking
Transactions on Edutainment VIII
Transfusive image manipulation
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Accurate realtime full-body motion capture using a single depth camera
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Quantization analysis and enhancement of a VLSI gradient-based motion estimation architecture
Digital Signal Processing
Operator-assisted tabulation of optical scan ballots
EVT/WOTE'12 Proceedings of the 2012 international conference on Electronic Voting Technology/Workshop on Trustworthy Elections
Robust pose invariant face recognition using coupled latent space discriminant analysis
Computer Vision and Image Understanding
Augmented Reality: Handheld Augmented Reality involving gravity measurements
Computers and Graphics
Helping visually impaired users properly aim a camera
Proceedings of the 14th international ACM SIGACCESS conference on Computers and accessibility
Visual tracking and learning using speeded up robust features
Pattern Recognition Letters
Incremental update of linear appearance models and its application to AAM: incremental AAM
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Registration Based Non-uniform Motion Deblurring
Computer Graphics Forum
Lucas-Kanade based entropy congealing for joint face alignment
Image and Vision Computing
Online learning of linear predictors for real-time tracking
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Continuous regression for non-rigid image alignment
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII
Anchored deformable face ensemble alignment
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
Image-Based tracking of the teeth for orthodontic augmented reality
MICCAI'12 Proceedings of the 15th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
Tracking feature points in uncalibrated images with radial distortion
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Identification of scene locations from geotagged images
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Conditional variance of differences: a robust similarity measure for matching and registration
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Generative face alignment through 2.5D active appearance models
Computer Vision and Image Understanding
Tracking benchmark databases for video-based sign language recognition
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part I
Using mutual information for appearance-based visual path following
Robotics and Autonomous Systems
Poisson image denoising using geometric platelets and geometric quadlets
Signal Processing
Efficient learning of linear predictors using dimensionality reduction
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Dynamic objectness for adaptive tracking
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Robust registration-based tracking by sparse representation with model update
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
A review of motion analysis methods for human Nonverbal Communication Computing
Image and Vision Computing
Nonrigid recto-verso registration using page outline structure and content preserving warps
Proceedings of the 2nd International Workshop on Historical Document Imaging and Processing
Seeing double: reconstructing obscured typed input from repeated compromising reflections
Proceedings of the 2013 ACM SIGSAC conference on Computer & communications security
A Hierarchical Tracking Strategy for Vision-Based Applications On-Board UAVs
Journal of Intelligent and Robotic Systems
Real-time automatic license plate recognition for CCTV forensic applications
Journal of Real-Time Image Processing
A novel particle filter with implicit dynamic model for irregular motion tracking
Machine Vision and Applications
Evaluation of two-view geometry methods with automatic ground-truth generation
Image and Vision Computing
Image-pair-based deblurring with spatially varying norms and noisy image updating
Journal of Visual Communication and Image Representation
Computer Vision and Image Understanding
Computer Vision and Image Understanding
Local scene flow by tracking in intensity and depth
Journal of Visual Communication and Image Representation
Live RGB-D camera tracking for television production studios
Journal of Visual Communication and Image Representation
Direct model based visual tracking and pose estimation using mutual information
Image and Vision Computing
Weighted attentional blocks for probabilistic object tracking
The Visual Computer: International Journal of Computer Graphics
Efficient and robust multi-template tracking using multi-start interactive hybrid search
Computer Vision and Image Understanding
Technical Section: High-resolution depth for binocular image-based modeling
Computers and Graphics
International Journal of Computer Vision
Learning gaze biases with head motion for head pose-free gaze estimation
Image and Vision Computing
Exploiting temporal and spatial constraints in traffic sign detection from a moving vehicle
Machine Vision and Applications
Estimating scene flow using an interconnected patch surface model with belief-propagation inference
Computer Vision and Image Understanding
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Since the Lucas-Kanade algorithm was proposed in 1981 image alignment has become one of the most widely used techniques in computer vision. Applications range from optical flow and tracking to layered motion, mosaic construction, and face coding. Numerous algorithms have been proposed and a wide variety of extensions have been made to the original formulation. We present an overview of image alignment, describing most of the algorithms and their extensions in a consistent framework. We concentrate on the inverse compositional algorithm, an efficient algorithm that we recently proposed. We examine which of the extensions to Lucas-Kanade can be used with the inverse compositional algorithm without any significant loss of efficiency, and which cannot. In this paper, Part 1 in a series of papers, we cover the quantity approximated, the warp update rule, and the gradient descent approximation. In future papers, we will cover the choice of the error function, how to allow linear appearance variation, and how to impose priors on the parameters.