A Computational Approach to Edge Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Scale-Based Description and Recognition of Planar Curves and Two-Dimensional Shapes
IEEE Transactions on Pattern Analysis and Machine Intelligence
Representation of local geometry in the visual system
Biological Cybernetics
Corner detection and curve representation using cubic B-spline
Computer Vision, Graphics, and Image Processing
Finding geometric and relational structures in an image
ECCV 90 Proceedings of the first european conference on Computer vision
Recognizing corners by fitting parametric models
International Journal of Computer Vision
A computational approach for corner and vertex detection
International Journal of Computer Vision
A framework for low level feature extraction
ECCV '94 Proceedings of the third European conference on Computer Vision (Vol. II)
Context-free attentional operators: the generalized symmetry transform
International Journal of Computer Vision - Special issue on qualitative vision
Artificial Intelligence - Special volume on computer vision
SUSAN—A New Approach to Low Level Image Processing
International Journal of Computer Vision
A Discrete Expression of Canny's Criteria for Step Edge Detector Performances Evaluation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Robust Visual Method for Assessing the Relative Performance of Edge-Detection Algorithms
IEEE Transactions on Pattern Analysis and Machine Intelligence
Junctions: Detection, Classification, and Reconstruction
IEEE Transactions on Pattern Analysis and Machine Intelligence
International Journal of Computer Vision
Robust Image Corner Detection Through Curvature Scale Space
IEEE Transactions on Pattern Analysis and Machine Intelligence
Introduction to the Special Section on Empirical Evaluation of Computer Vision Algorithms
IEEE Transactions on Pattern Analysis and Machine Intelligence
Evaluation of Methods for Ridge and Valley Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Early Jump-Out Corner Detectors
IEEE Transactions on Pattern Analysis and Machine Intelligence
Using Simple Decomposition for Smoothing and Feature Point Detection of Noisy Digital Curves
IEEE Transactions on Pattern Analysis and Machine Intelligence
Deformable Kernels for Early Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
Ridge's corner detection and correspondence
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
An Objective Comparison Methodology of Edge Detection Algorithms Using a Structure from Motion Task
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Evaluation of Corner Extraction Schemes Using Invariance Methods
ICPR '96 Proceedings of the 1996 International Conference on Pattern Recognition (ICPR '96) Volume I - Volume 7270
Morphological Corner Detection
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Comparing salient point detectors
Pattern Recognition Letters
Image Features Based on a New Approach to 2D Rotation Invariant Quadrature Filters
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Balanced Recovery of 3D Structure and Camera Motion from Uncalibrated Image Sequences
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part II
Evaluation of Salient Point Techniques
CIVR '02 Proceedings of the International Conference on Image and Video Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
Spatial Interest Pixels (SIPs): Useful Low-Level Features of Visual Media Data
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Query definition using interactive saliency
MIR '03 Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval
Image matching with scale adjustment
Computer Vision and Image Understanding
Point Matching under Large Image Deformations and Illumination Changes
IEEE Transactions on Pattern Analysis and Machine Intelligence
Scale & Affine Invariant Interest Point Detectors
International Journal of Computer Vision
Neural mechanisms for the robust representation of junctions
Neural Computation
Focus-of-Attention from Local Color Symmetries
IEEE Transactions on Pattern Analysis and Machine Intelligence
Combining spatial and colour information for content based image retrieval
Computer Vision and Image Understanding - Special issue on color for image indexing and retrieval
Uncertainty Modeling and Model Selection for Geometric Inference
IEEE Transactions on Pattern Analysis and Machine Intelligence
An Information Fusion Framework for Robust Shape Tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence
Edge and Corner Detection by Photometric Quasi-Invariants
IEEE Transactions on Pattern Analysis and Machine Intelligence
Scene-consistent detection of feature points in video sequences
Computer Vision and Image Understanding
A Performance Evaluation of Local Descriptors
IEEE Transactions on Pattern Analysis and Machine Intelligence
International Journal of Computer Vision
Interactive learning of mappings from visual percepts to actions
ICML '05 Proceedings of the 22nd international conference on Machine learning
Boosting Color Saliency in Image Feature Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Generic Object Recognition with Boosting
IEEE Transactions on Pattern Analysis and Machine Intelligence
Content-based multimedia information retrieval: State of the art and challenges
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Detecting and matching interest points in relative scale
Machine Graphics & Vision International Journal
Performance evaluation of corner detectors using consistency and accuracy measures
Computer Vision and Image Understanding
Synthesis of interest point detectors through genetic programming
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Wide baseline spectral matching
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
Constant tangential angle elected interest points
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
Local image representations using pruned salient points with applications to CBIR
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
SVD-matching using SIFT features
Graphical Models - Special issue on the vision, video and graphics conference 2005
The development of an online knowledge-based videotheodolite measurement system
Knowledge-Based Systems
Evaluation of Features Detectors and Descriptors based on 3D Objects
International Journal of Computer Vision
Robust model-based scene interpretation by multilayered context information
Computer Vision and Image Understanding
Background estimation under rapid gain change in thermal imagery
Computer Vision and Image Understanding
Segmenting, Modeling, and Matching Video Clips Containing Multiple Moving Objects
IEEE Transactions on Pattern Analysis and Machine Intelligence
Robust multi-view feature matching from multiple unordered views
Pattern Recognition
Models from image triplets using epipolar gradient features
Image and Vision Computing
Interpretability based interest points detection
Proceedings of the 6th ACM international conference on Image and video retrieval
A model-based approach to junction detection using radial energy
Pattern Recognition
Interest point detection using imbalance oriented selection
Pattern Recognition
Foundations and Trends® in Computer Graphics and 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
Region saliency as a measure for colour segmentation stability
Image and Vision Computing
Relative scale method to locate an object in cluttered environment
Image and Vision Computing
Color targets: fiducials to help visually impaired people find their way by camera phone
Journal on Image and Video Processing
Performance characterization in computer vision: A guide to best practices
Computer Vision and Image Understanding
Outlier rejection for cameras on intelligent vehicles
Pattern Recognition Letters
Morphological neural networks and vision based simultaneous localization and mapping
Integrated Computer-Aided Engineering - Artificial Neural Networks
CISST'08 Proceedings of the 2nd WSEAS International Conference on Circuits, Systems, Signal and Telecommunications
A knowledge-based videotheodolite measurement system for object representation/monitoring
Advances in Engineering Software
Bayesian optimization of the scale saliency filter
Image and Vision Computing
Unsupervised Learning of Human Action Categories Using Spatial-Temporal Words
International Journal of Computer Vision
Identifying relevant frames in weakly labeled videos for training concept detectors
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Multiobjective design of operators that detect points of interest in images
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Local invariant feature detectors: a survey
Foundations and Trends® in Computer Graphics and Vision
Pattern Recognition Letters
Canonical subsets of image features
Computer Vision and Image Understanding
Human Motion Characterization Using Spatio-temporal Features
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part I
Interest Point Detectors for Visual SLAM
Current Topics in Artificial Intelligence
Mo Músaem Fíorúil: A Web-Based Search and Information Service for Museum Visitors
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
Corner validation based on extracted corner properties
Computer Vision and Image Understanding
Interest points based on maximization of distinctiveness
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Feature point detection utilizing the empirical mode decomposition
EURASIP Journal on Advances in Signal Processing
ASN: Image Keypoint Detection from Adaptive Shape Neighborhood
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Automated design of image operators that detect interest points
Evolutionary Computation
Attention in Cognitive Systems. Theories and Systems from an Interdisciplinary Viewpoint
Recognizing Ancient Coins Based on Local Features
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
Image Matching Using High Dynamic Range Images and Radial Feature Descriptors
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
Covariance Matrices for Crowd Behaviour Monitoring on the Escalator Exits
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
An efficient image-mosaicing method based on multifeature matching
Machine Vision and Applications
Image description with features that summarize
Computer Vision and Image Understanding
Image and Vision Computing
Towards an omnilingual word retrieval system for ancient manuscripts
Pattern Recognition
An Evaluation of an Object Recognition Schema Using Multiple Region Detectors
Proceedings of the 2007 conference on Artificial Intelligence Research and Development
Scale Invariance for Evolved Interest Operators
Proceedings of the 2007 EvoWorkshops 2007 on EvoCoMnet, EvoFIN, EvoIASP,EvoINTERACTION, EvoMUSART, EvoSTOC and EvoTransLog: Applications of Evolutionary Computing
Probabilistic Corner Detection for Facial Feature Extraction
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
Real-Time Descriptorless Feature Tracking
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
Closed-loop learning of visual control policies
Journal of Artificial Intelligence Research
Performance evaluation of corner detectors using consistency and accuracy measures
Computer Vision and Image Understanding
IEEE Transactions on Image Processing
Relevance of Interest Points for Eye Position Prediction on Videos
ICVS '09 Proceedings of the 7th International Conference on Computer Vision Systems: Computer Vision Systems
Image Compression Using Stitching with Harris Corner Detector and SPIHT Coding
IVIC '09 Proceedings of the 1st International Visual Informatics Conference on Visual Informatics: Bridging Research and Practice
Unsupervised image categorization
Image and Vision Computing
Conditional solutions for the affine reconstruction of N-views
Image and Vision Computing
A compositional technique for hand posture recognition: new results
WSEAS TRANSACTIONS on COMMUNICATIONS
Interest points of general imbalance
IEEE Transactions on Image Processing
Wide-angle Visual Feature Matching for Outdoor Localization
International Journal of Robotics Research
Validation of stereo matching for robot navigation
ETFA'09 Proceedings of the 14th IEEE international conference on Emerging technologies & factory automation
Feature points detection using combined character along principal orientation
MIRAGE'07 Proceedings of the 3rd international conference on Computer vision/computer graphics collaboration techniques
Detecting distinguished regions by saliency
SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
Real-time tracking of video sequences in a panoramic view for object-based video coding
SCIA'03 Proceedings of the 13th Scandinavian conference on Image analysis
Interest point detection and scale selection in space-time
Scale Space'03 Proceedings of the 4th international conference on Scale space methods in computer vision
Integrating context-free and context-dependent attentional mechanisms for gestural object reference
ICVS'03 Proceedings of the 3rd international conference on Computer vision systems
Recognition of gestural object reference with auditory feedback
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Generic maximum likely scale selection
SSVM'07 Proceedings of the 1st international conference on Scale space and variational methods in computer vision
Modeling of places based on feature distribution
HCI'07 Proceedings of the 12th international conference on Human-computer interaction: intelligent multimodal interaction environments
Print process separation using interest regions
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
Proceedings of the 29th DAGM conference on Pattern recognition
Registering aerial video images using the projective constraint
IEEE Transactions on Image Processing
A quick scale-invariant interest point detecting approach
Machine Vision and Applications
Three dimensional modeling of individual vessels based on matching of adaptive control points
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
Pedestrian tracking from a moving host using corner points
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
Automated scene-specific selection of feature detectors for 3D face reconstruction
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part I
FPGA implementation of a feature detection and tracking algorithm for real-time applications
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part I
Robust feature descriptors for efficient vision-based tracking
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
3D modeling of the vessels from x-ray angiography
ICDHM'07 Proceedings of the 1st international conference on Digital human modeling
Covert attention with a spiking neural network
ICVS'08 Proceedings of the 6th international conference on Computer vision systems
A fast and accurate corner detector based on harris algorithm
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Image matching using enclosed region detector
Journal of Visual Communication and Image Representation
Drift-correcting template update strategy for precision feature point tracking
Image and Vision Computing
From rendering to tracking point-based 3D models
Image and Vision Computing
3D CAD model matching from 2D local invariant features
Computers in Industry
Omnidirectional image processing using geodesic metric
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Detecting image points of general imbalance
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Exceptional motion frames detection by means of spatiotemporal region of interest features
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
A global-to-local scheme for imbalanced point matching
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
A novel X-corner detector based on video
ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
Optimization of the hölder image descriptor using a genetic algorithm
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Two novel real-time local visual features for omnidirectional vision
Pattern Recognition
Human action recognition using key points displacement
ICISP'10 Proceedings of the 4th international conference on Image and signal processing
Adaptive regularization for image segmentation using local image curvature cues
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Beyond keypoints: novel techniques for content-based image matching and retrieval
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
Applying an artificial neural network to building reconstruction
ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence
CSECS '10 Proceedings of the 9th WSEAS international conference on Circuits, systems, electronics, control & signal processing
Aggregating low-level features for human action recognition
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
Bivariate feature localization for SIFT assuming a Gaussian feature shape
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
Oriented filters for object recognition: an empirical study
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
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Stitching algorithms for biological specimen images
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Evaluation of Interest Point Detectors and Feature Descriptors for Visual Tracking
International Journal of Computer Vision
A hybrid representation of imbalanced points for two-layer matching
ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part I
Measuring the coverage of interest point detectors
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A recursive least squares solution for recovering robust planar homographies
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Efficient and robust alignment of unsynchronized video sequences
DAGM'11 Proceedings of the 33rd international conference on Pattern recognition
New error measures to evaluate features on three-dimensional scenes
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Are performance differences of interest operators statistically significant?
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part II
A comparative evaluation of feature detectors on historic repeat photography
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part II
Toward accurate feature detectors performance evaluation
ICVS'11 Proceedings of the 8th international conference on Computer vision systems
Contour Extraction of Drosophila Embryos
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
New color image histogram-based detectors
IVIC'11 Proceedings of the Second international conference on Visual informatics: sustaining research and innovations - Volume Part I
Central catadioptric image processing with geodesic metric
Image and Vision Computing
Detecting intrinsically two-dimensional image structures using local phase
DAGM'06 Proceedings of the 28th conference on Pattern Recognition
Properties of patch based approaches for the recognition of visual object classes
DAGM'06 Proceedings of the 28th conference on Pattern Recognition
Stable wave detector of blobs in images
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Representation interest point using empirical mode decomposition and independent components analysis
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Towards a new paradigm for motion extraction
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Approximate policy iteration for closed-loop learning of visual tasks
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Task-Driven discretization of the joint space of visual percepts and continuous actions
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Robust analysis of silhouettes by morphological size distributions
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Top-points as interest points for image matching
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Machine learning for high-speed corner detection
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Object recognition using local characterisation and zernike moments
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Selective spatio-temporal interest points
Computer Vision and Image Understanding
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ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
Biologically motivated perceptual feature: generalized robust invariant feature
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ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part II
Feature detection with an improved anisotropic filter
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part II
Scale- and rotation-robust genetic programming-based corner detectors
EvoApplicatons'10 Proceedings of the 2010 international conference on Applications of Evolutionary Computation - Volume Part I
Directional feature detection and correspondence
PCM'05 Proceedings of the 6th Pacific-Rim conference on Advances in Multimedia Information Processing - Volume Part II
Object tracking and identification in video streams with snakes and points
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Image matching based on scale invariant regions
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MSCC: maximally stable corner clusters
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Corner detectors for affine invariant salient regions: is color important?
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Crowd behavior surveillance using bhattacharyya distance metric
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Interest point detection in images using complex network analysis
Journal of Computational and Applied Mathematics
A geometric data structure applicable to image mining and retrieval
ICIAR'10 Proceedings of the 7th international conference on Image Analysis and Recognition - Volume Part I
Local single-patch features for pose estimation using the log-polar transform
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part I
Schelling points on 3D surface meshes
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
Harris function based active contour external force for image segmentation
Pattern Recognition Letters
Feature point extraction from the local frequency map of an image
Journal of Electrical and Computer Engineering
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Journal of Visual Communication and Image Representation
Interest point detection through multiobjective genetic programming
Applied Soft Computing
Hierarchical Salient Point Selection for image retrieval
Pattern Recognition Letters
Journal of Visual Communication and Image Representation
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
A performance evaluation of SIFT and SURF for multispectral image matching
ICIAR'12 Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part I
The feature detection on the homogeneous surfaces with projected pattern
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A robust 3D interest points detector based on Harris operator
EG 3DOR'10 Proceedings of the 3rd Eurographics conference on 3D Object Retrieval
Diagnosing error in object detectors
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
A probabilistic derivative measure based on the distribution of intensity difference
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
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A Performance Evaluation of Volumetric 3D Interest Point Detectors
International Journal of Computer Vision
Performance Evaluation of 3D Keypoint Detectors
International Journal of Computer Vision
Feature point detection under extreme lighting conditions
Proceedings of the 28th Spring Conference on Computer Graphics
A weighted dominant color descriptor for content-based image retrieval
Journal of Visual Communication and Image Representation
Colour descriptors for tracking in spatial augmented reality
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume 2
Palmprint matching using feature points and SVD factorisation
Digital Signal Processing
Evaluation of salient point methods
Proceedings of the 21st ACM international conference on Multimedia
SIFER: Scale-Invariant Feature Detector with Error Resilience
International Journal of Computer Vision
Duplicate detection approaches for quality assurance of document image collections
Proceedings of the Fifth International Conference on Management of Emergent Digital EcoSystems
Evaluation of two-view geometry methods with automatic ground-truth generation
Image and Vision Computing
Accurate Junction Detection and Characterization in Natural Images
International Journal of Computer Vision
Multimedia Tools and Applications
Entropy maximization based segmentation, transmission and Wavelet Fusion of MRI images
International Journal of Hybrid Intelligent Systems
ReigSAC: fast discrimination of spurious keypoint correspondences on planar surfaces
Machine Vision and Applications
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Many different low-level feature detectors exist and it is widely agreed that the evaluation of detectors is important. In this paper we introduce two evaluation criteria for interest points' repeatability rate and information content. Repeatability rate evaluates the geometric stability under different transformations. Information content measures the distinctiveness of features. Different interest point detectors are compared using these two criteria. We determine which detector gives the best results and show that it satisfies the criteria well.