A new method for image segmentation
Computer Vision, Graphics, and Image Processing
A Parallel Technique for Signal-Level Perceptual Organization
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fast raster scan distance propagation on the discrete rectangular lattice
CVGIP: Image Understanding
Binarization and multithresholding of document images using connectivity
CVGIP: Graphical Models and Image Processing
An Adaptive Contour Closure Algorithm and Its Experimental Evaluation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Digital image thresholding, based on topological stable-state
Pattern Recognition
Thresholding technique with adaptive window selection for uneven lighting image
Pattern Recognition Letters
A modular supervised algorithm for vessel segmentation in red-free retinal images
Computers in Biology and Medicine
Journal of Signal Processing Systems
Detection of Retinal Blood Vessels Based on Nonlinear Projections
Journal of Signal Processing Systems
Separation of the retinal vascular graph in arteries and veins based upon structural knowledge
Image and Vision Computing
A Fast Logical-Morphological Method to Segment Scratch - Type Objects
ICCVG 2008 Proceedings of the International Conference on Computer Vision and Graphics: Revised Papers
A CNN based algorithm for retinal vessel segmentation
ICC'08 Proceedings of the 12th WSEAS international conference on Circuits
IEEE Transactions on Information Technology in Biomedicine - Special section on biomedical informatics
Maximum likelihood estimation of vessel parameters from scale space analysis
Image and Vision Computing
Retinal vessel extraction by matched filter with first-order derivative of Gaussian
Computers in Biology and Medicine
Separation of the retinal vascular graph in arteries and veins
GbRPR'07 Proceedings of the 6th IAPR-TC-15 international conference on Graph-based representations in pattern recognition
Retinal vessel extraction by a combined neural network-wavelet enhancement method
ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications
Writer identification using fractal dimension of wavelet subbands in gabor domain
Integrated Computer-Aided Engineering
Statistical-based linear vessel structure detection in medical images
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Extraction of retinal blood vessels by curvelet transform
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Unsupervised Fuzzy Based Vessel Segmentation In Pathological Digital Fundus Images
Journal of Medical Systems
Automatic model-based tracing algorithm for vessel segmentation and diameter estimation
Computer Methods and Programs in Biomedicine
FABC: retinal vessel segmentation using adaboost
IEEE Transactions on Information Technology in Biomedicine
IEEE Transactions on Information Technology in Biomedicine - Special section on affective and pervasive computing for healthcare
An adaptable threshold detector
Information Sciences: an International Journal
Retinal vessel extraction with the image ray transform
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part II
Detection and matching of curvilinear structures
Pattern Recognition
A hardware-implementable system for retinal vessel segmentation
ICCOMP'10 Proceedings of the 14th WSEAS international conference on Computers: part of the 14th WSEAS CSCC multiconference - Volume II
Structure-based evaluation methodology for curvilinear structure detection algorithms
GbRPR'11 Proceedings of the 8th international conference on Graph-based representations in pattern recognition
CIBB'10 Proceedings of the 7th international conference on Computational intelligence methods for bioinformatics and biostatistics
WILF'11 Proceedings of the 9th international conference on Fuzzy logic and applications
Retinal vessel extraction using first-order derivative of Gaussian and morphological processing
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
MLMI'11 Proceedings of the Second international conference on Machine learning in medical imaging
The image ray transform for structural feature detection
Pattern Recognition Letters
Application of a hybrid ant colony optimization for the multilevel thresholding in image processing
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
A region based algorithm for vessel detection in retinal images
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Retinal vessel segmentation using a probabilistic tracking method
Pattern Recognition
Multi-resolution vessel segmentation using normalized cuts in retinal images
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
ICMB'10 Proceedings of the Second international conference on Medical Biometrics
Expert Systems with Applications: An International Journal
Sparse Representation Classifier for microaneurysm detection and retinal blood vessel extraction
Information Sciences: an International Journal
Fast segmentation of retinal blood vessels using a deformable contour model
ICIAR'12 Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part II
Detection of neovascularization for screening of proliferative diabetic retinopathy
ICIAR'12 Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part II
Blood vessel segmentation methodologies in retinal images - A survey
Computer Methods and Programs in Biomedicine
An approach to localize the retinal blood vessels using bit planes and centerline detection
Computer Methods and Programs in Biomedicine
A new fingerprint image segmentation algorithm based on ROI
EGMM'04 Proceedings of the Seventh Eurographics conference on Multimedia
Journal of Medical Systems
Non-Compactness Attribute Filtering to Extract Retinal Blood Vessels in Fundus Images
International Journal of E-Health and Medical Communications
Pattern Recognition Letters
A fast, efficient and automated method to extract vessels from fundus images
Journal of Visualization
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In this paper, we propose a general framework of adaptive local thresholding based on a verification-based multithreshold probing scheme. Object hypotheses are generated by binarization using hypothetic thresholds and accepted/rejected by a verification procedure. The application-dependent verification procedure can be designed to fully utilize all relevant informations about the objects of interest. In this sense, our approach is regarded as knowledge-guided adaptive thresholding, in contrast to most algorithms known from the literature. We apply our general framework to detect vessels in retinal images. An experimental evaluation demonstrates superior performance over global thresholding and a vessel detection method recently reported in the literature. Due to its simplicity and general nature, our novel approach is expected to be applicable to a variety of other applications.