An introduction to digital image processing
An introduction to digital image processing
Pattern Recognition
A Spatial Thresholding Method for Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Automatic thresholding of gray-level pictures using two-dimensional entropy
Computer Vision, Graphics, and Image Processing
A new method for image segmentation
Computer Vision, Graphics, and Image Processing
Segmentation of Document Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Gray Level Thresholding in Badly Illuminated Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Digital image processing (2nd ed.)
Digital image processing (2nd ed.)
Improvement of “integrated function algorithm” for binarization of document images
Pattern Recognition Letters
Recognition of Digits in Hydrographic Maps: Binary Versus Topographic Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
DL '97 Proceedings of the second ACM international conference on Digital libraries
Twenty Years of Document Image Analysis in PAMI
IEEE Transactions on Pattern Analysis and Machine Intelligence
ACM Computing Surveys (CSUR)
Using the Gamera framework for the recognition of cultural heritage materials
Proceedings of the 2nd ACM/IEEE-CS joint conference on Digital libraries
Goal-Directed Evaluation of Binarization Methods
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multi-scale binarization of images
Pattern Recognition Letters
Thresholding Images of Line Drawings with Hysteresis
GREC '01 Selected Papers from the Fourth International Workshop on Graphics Recognition Algorithms and Applications
Progress in Camera-Based Document Image Analysis
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 1
Wavelet Diffusion for Document Image Denoising
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
Motion and Trajectory Recovery for Tracking Multiple Objects Undergoing a Planar Motion
CRV '04 Proceedings of the 1st Canadian Conference on Computer and Robot Vision
A Threshlod Selection Method Based on Multiscale and Graylevel Co-occurrence Matrix Analysis
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
Text Recognition of Low-resolution Document Images
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
Optimal combination of document binarization techniques using a self-organizing map neural network
Engineering Applications of Artificial Intelligence
Efficient computation of adaptive threshold surfaces for image binarization
Pattern Recognition
Locally adaptive block thresholding method with continuity constraint
Pattern Recognition Letters
Significant edges in the case of non-stationary Gaussian noise
Pattern Recognition
Thresholding of badly illuminated document images through photometric correction
Proceedings of the 2007 ACM symposium on Document engineering
An embedded application for degraded text recognition
EURASIP Journal on Applied Signal Processing
Audio---Video based People Counting and Security Framework for Traffic Crossings
Journal of VLSI Signal Processing Systems
Script and Language Identification in Noisy and Degraded Document Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
A double-threshold image binarization method based on edge detector
Pattern Recognition
Retrieval of machine-printed Latin documents through Word Shape Coding
Pattern Recognition
Retrieval of machine-printed Latin documents through Word Shape Coding
Pattern Recognition
DocMIR: An automatic document-based indexing system for meeting retrieval
Multimedia Tools and Applications
Fingerprint image: pre- and post-processing
International Journal of Biometrics
Converting ECG and Other Paper Legated Biomedical Maps into Digital Signals
Graphics Recognition. Recent Advances and New Opportunities
Verification of the Document Components from Dual Extraction of MRTD Information
Graphics Recognition. Recent Advances and New Opportunities
A multi-plane approach for text segmentation of complex document images
Pattern Recognition
Morphological preprocessing method to thresholding degraded word images
Pattern Recognition Letters
ISA '09 Proceedings of the 3rd International Conference and Workshops on Advances in Information Security and Assurance
Proceedings of the International Workshop on Multilingual OCR
Segmentation of Chinese Postal Envelope Images for Address Block Location
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
An algorithm for image binarization based on adaptive threshold
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
Estimation of proper parameter values for document binarization
CGIM '08 Proceedings of the Tenth IASTED International Conference on Computer Graphics and Imaging
A document binarization method based on connected operators
Pattern Recognition Letters
An analysis of binarization ground truthing
DAS '10 Proceedings of the 9th IAPR International Workshop on Document Analysis Systems
Gabor features for offline Arabic handwriting recognition
DAS '10 Proceedings of the 9th IAPR International Workshop on Document Analysis Systems
Binarization of historical document images using the local maximum and minimum
DAS '10 Proceedings of the 9th IAPR International Workshop on Document Analysis Systems
Improving computer vision-based indoor wayfinding for blind persons with context information
ICCHP'10 Proceedings of the 12th international conference on Computers helping people with special needs
CCIW'11 Proceedings of the Third international conference on Computational color imaging
Music score binarization based on domain knowledge
IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
Character segmentation from ancient palm leaf manuscripts in Thailand
Proceedings of the 2011 Workshop on Historical Document Imaging and Processing
Display text segmentation after learning best-fitted OCR binarization parameters
Expert Systems with Applications: An International Journal
An efficient iterative optimization algorithm for image thresholding
CIS'04 Proceedings of the First international conference on Computational and Information Science
Extraction of handwritten text from carbon copy medical form images
DAS'06 Proceedings of the 7th international conference on Document Analysis Systems
A phase congruency based document binarization
ICISP'12 Proceedings of the 5th international conference on Image and Signal Processing
On ancient coin classification
VAST'07 Proceedings of the 8th International conference on Virtual Reality, Archaeology and Intelligent Cultural Heritage
Evaluating glyph binarizations based on their properties
Proceedings of the 2013 ACM symposium on Document engineering
Robust real-time detection of multi-color markers on a cell phone
Journal of Real-Time Image Processing
Gradient based adaptive thresholding
Journal of Visual Communication and Image Representation
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This paper presents an evaluation of eleven locally adaptive binarization methods for gray scale images with low contrast, variable background intensity and noise. Niblack驴s method with the addition of the postprocessing step of Yanowitz and Bruckstein驴s method added performed the best and was also one of the fastest binarization methods.