A Robust Algorithm for Text String Separation from Mixed Text/Graphics Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Classification of newspaper image blocks using texture analysis
Computer Vision, Graphics, and Image Processing
Extraction of binary character/graphics images from grayscale document images
CVGIP: Graphical Models and Image Processing
DL '97 Proceedings of the second ACM international conference on Digital libraries
Multiscale Segmentation of Unstructured Document Pages Using Soft Decision Integration
IEEE Transactions on Pattern Analysis and Machine Intelligence
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
TextFinde: An Automatic System to Detect and Recognize Text in Images
TextFinde: An Automatic System to Detect and Recognize Text in Images
Feature extraction and content analysis for sports videos annotation
MULTIMEDIA '01 Proceedings of the 2001 ACM workshops on Multimedia: multimedia information retrieval
A multilingual, multimodal digital video library system
Proceedings of the 2nd ACM/IEEE-CS joint conference on Digital libraries
Characteristics of Optical Text Recognition Programs
Programming and Computing Software
Semantic Characterization of Visual Content for Sports Videos Annotation
MDIC '01 Proceedings of the Second International Workshop on Multimedia Databases and Image Communication
Text Extraction Based on Nonlinear Frame
WAA '01 Proceedings of the Second International Conference on Wavelet Analysis and Its Applications
Data GroundTruth, Complexity, and Evaluation Measures for Color Document Analysis
DAS '02 Proceedings of the 5th International Workshop on Document Analysis Systems V
ICMI '02 Proceedings of the 4th IEEE International Conference on Multimodal Interfaces
Features for Neural Net Based Region Identification of Newspaper Documents
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 1
Localization, Extraction and Recognition of Text in Telugu Document Images
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
Effective text extraction and recognition for WWW images
Proceedings of the 2003 ACM symposium on Document engineering
IEEE Transactions on Pattern Analysis and Machine Intelligence
An automatic sign recognition and translation system
Proceedings of the 2001 workshop on Perceptive user interfaces
Hybrid approach to efficient text extraction in complex color images
Pattern Recognition Letters
Proceedings of the 12th annual ACM international conference on Multimedia
Towards automatic sign translation
HLT '01 Proceedings of the first international conference on Human language technology research
Locating Text in Images using Matched Wavelets
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
Text Detection in Images Based on Unsupervised Classification of Edge-based Features
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
A hierarchical, HMM-based automatic evaluation of OCR accuracy for a digital library of books
Proceedings of the 6th ACM/IEEE-CS joint conference on Digital libraries
Visual similarity based document layout analysis
Journal of Computer Science and Technology - Special section on China AVS standard
Robust techniques for organizing and retrieving spoken documents
EURASIP Journal on Applied Signal Processing
An embedded application for degraded text recognition
EURASIP Journal on Applied Signal Processing
Text detection, localization, and tracking in compressed video
Image Communication
Text detection and restoration in natural scene images
Journal of Visual Communication and Image Representation
A multifunctional reading assistant for the visually impaired
Journal on Image and Video Processing
A multifunctional reading assistant for the visually impaired
Journal on Image and Video Processing
A stroke filter and its application to text localization
Pattern Recognition Letters
2DVTE: A two-directional videotext extractor for rapid and elaborate design
Pattern Recognition
A multi-plane approach for text segmentation of complex document images
Pattern Recognition
Accurate text localization in images based on SVM output scores
Image and Vision Computing
A binarization algorithm for historical manuscripts
ICCOM'08 Proceedings of the 12th WSEAS international conference on Communications
Text detection in natural scene images with feature combination
SIP '07 Proceedings of the Ninth IASTED International Conference on Signal and Image Processing
Fast and robust text detection in images and video frames
Image and Vision Computing
CGIM '08 Proceedings of the Tenth IASTED International Conference on Computer Graphics and Imaging
Automatic segmentation of natural scene images based on chromatic and achromatic components
MIRAGE'07 Proceedings of the 3rd international conference on Computer vision/computer graphics collaboration techniques
A spatiotemporal text localization and identification approach for content-based video browsing
Proceedings of the 7th International Conference on Advances in Mobile Computing and Multimedia
On the detection of textual information in metro stations
Proceedings of the 7th International Conference on Frontiers of Information Technology
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
A new pivoting and iterative text detection algorithm for biomedical images
Journal of Biomedical Informatics
A comprehensive method for Arabic video text detection, localization, extraction and recognition
PCM'10 Proceedings of the Advances in multimedia information processing, and 11th Pacific Rim conference on Multimedia: Part II
A method for text localization and recognition in real-world images
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
Maximum-minimum similarity training for text extraction
ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
Categorization of display ads using image and landing page features
Proceedings of the Third Workshop on Large Scale Data Mining: Theory and Applications
Text extraction using component analysis and neuro-fuzzy classification on complex backgrounds
SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
Headline based text extraction from outdoor images
PReMI'11 Proceedings of the 4th international conference on Pattern recognition and machine intelligence
Expert Systems with Applications: An International Journal
Automatic preview generation of comic episodes for digitized comic search
MM '11 Proceedings of the 19th ACM international conference on Multimedia
A novel approach for text detection in images using structural features
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
Evaluation of commercial OCR: a new goal directed methodology for video documents
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
Adaptive fuzzy text segmentation in images with complex backgrounds using color and texture
CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
Detection of text region and segmentation from natural scene images
ISVC'05 Proceedings of the First international conference on Advances in Visual Computing
Unsupervised segmentation of text fragments in real scenes
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Text detection in images based on color texture features
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
A new text detection algorithm in images/video frames
PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II
A novel system for robust text location and recognition of book covers
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part I
Multi-script and multi-oriented text localization from scene images
CBDAR'11 Proceedings of the 4th international conference on Camera-Based Document Analysis and Recognition
Transform invariant text extraction
The Visual Computer: International Journal of Computer Graphics
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A robust system is proposed to automatically detect and extract text in images from different sources, including video, newspapers, advertisements, stock certificates, photographs, and checks. Text is first detected using multiscale texture segmentation and spatial cohesion constraints, then cleaned up and extracted using a histogram-based binarization algorithm. An automatic performance evaluation scheme is also proposed.