Fundamentals of digital image processing
Fundamentals of digital image processing
The nature of statistical learning theory
The nature of statistical learning theory
Automatic text recognition for video indexing
MULTIMEDIA '96 Proceedings of the fourth ACM international conference on Multimedia
Example-Based Learning for View-Based Human Face Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Making large-scale support vector machine learning practical
Advances in kernel methods
TextFinder: An Automatic System to Detect and Recognize Text In Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Automatic Caption Localization in Compressed Video
IEEE Transactions on Pattern Analysis and Machine Intelligence
Neural Networks: A Comprehensive Foundation
Neural Networks: A Comprehensive Foundation
A Tutorial on Support Vector Machines for Pattern Recognition
Data Mining and Knowledge Discovery
Mean Shift, Mode Seeking, and Clustering
IEEE Transactions on Pattern Analysis and Machine Intelligence
Text Detection for Video Analysis
CBAIVL '99 Proceedings of the IEEE Workshop on Content-Based Access of Image and Video Libraries
Training Support Vector Machines: an Application to Face Detection
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
Learning-Based Approach to Real Time Tracking and Analysis of Faces
FG '00 Proceedings of the Fourth IEEE International Conference on Automatic Face and Gesture Recognition 2000
Real Time Face and Object Tracking as a Component of a Perceptual User Interface
WACV '98 Proceedings of the 4th IEEE Workshop on Applications of Computer Vision (WACV'98)
Mean Shift Analysis and Applications
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Page segmentation using texture analysis
Pattern Recognition
Comparing support vector machines with Gaussian kernels to radialbasis function classifiers
IEEE Transactions on Signal Processing
Automatic text detection and tracking in digital video
IEEE Transactions on Image Processing
A Robust Algorithm for Text Detection in Color Images
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
Object tracking using mean shift and active contours
IEA/AIE'2005 Proceedings of the 18th international conference on Innovations in Applied Artificial Intelligence
Multimodal fusion using learned text concepts for image categorization
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Pattern Recognition
Text detection and restoration in natural scene images
Journal of Visual Communication and Image Representation
Welfare interface implementation using multiple facial features tracking for the disabled people
Pattern Recognition Letters
Real-Time Road Signs Tracking with the Fuzzy Continuously Adaptive Mean Shift Algorithm
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
Neuro-fuzzy System for Road Signs Recognition
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
A stroke filter and its application to text localization
Pattern Recognition Letters
Expert Systems with Applications: An International Journal
Computers and Industrial Engineering
Accurate text localization in images based on SVM output scores
Image and Vision Computing
Instant tactile-audio map: enabling access to digital maps for people with visual impairment
Proceedings of the 11th international ACM SIGACCESS conference on Computers and accessibility
Classifying materials in the real world
Image and Vision Computing
Fast and robust text detection in images and video frames
Image and Vision Computing
Object detection using spatial histogram features
Image and Vision Computing
Human shape tracking for gait recognition using active contours with mean shift
HCI'07 Proceedings of the 12th international conference on Human-computer interaction: intelligent multimodal interaction environments
A novel approach for captions detection in video sequences
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 5
A framework for the assessment of text extraction algorithms on complex colour images
DAS '10 Proceedings of the 9th IAPR International Workshop on Document Analysis Systems
Simplifying mixture models through function approximation
IEEE Transactions on Neural Networks
Text detection in images using sparse representation with discriminative dictionaries
Image and Vision Computing
New approach based on texture and geometric features for text detection
ICISP'10 Proceedings of the 4th international conference on Image and signal processing
KDE Paring and a Faster Mean Shift Algorithm
SIAM Journal on Imaging Sciences
Text detection in images using texture feature from strokes
PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
Hand shape recognition using a mean-shift embedded active contour (MEAC)
ICAT'06 Proceedings of the 16th international conference on Advances in Artificial Reality and Tele-Existence
Localizing slab identification numbers in factory scene images
Expert Systems with Applications: An International Journal
Computer interface using eye tracking for handicapped people
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Real time hand tracking based on active contour model
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part IV
Image texts-based navigation for augmented game
Edutainment'06 Proceedings of the First international conference on Technologies for E-Learning and Digital Entertainment
Fast and independent access to map directions for people who are blind
Interacting with Computers
Assistive text reading from complex background for blind persons
CBDAR'11 Proceedings of the 4th international conference on Camera-Based Document Analysis and Recognition
Text extraction from videos using a hybrid approach
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
Text extraction from scene images by character appearance and structure modeling
Computer Vision and Image Understanding
Expert Systems with Applications: An International Journal
A phase-based approach for caption detection in videos
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Transform invariant text extraction
The Visual Computer: International Journal of Computer Graphics
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Abstract-- The current paper presents a novel texture-based method for detecting texts in images. A support vector machine (SVM) is used to analyze the textural properties of texts. No external texture feature extraction module is used; rather, the intensities of the raw pixels that make up the textural pattern are fed directly to the SVM, which works well even in high-dimensional spaces. Next, text regions are identified by applying a continuously adaptive mean shift algorithm (CAMSHIFT) to the results of the texture analysis. The combination of CAMSHIFT and SVMs produces both robust and efficient text detection, as time-consuming texture analyses for less relevant pixels are restricted, leaving only a small part of the input image to be texture-analyzed.