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Math symbol image recognizer used by Min image recognition server
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DPRL/ImageRecognizer
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-------------------------------------------------------------------------- DPRL ImageRecognition Copyright (c) 2012-2013, Siyu Zhu, Lei Hu, Richard Zanibbi *Contact information is provided at the bottom of the file. -------------------------------------------------------------------------- :: License :: These tools are provided in the framework of ‘Min’ math equation recognition interface 'as is' without any guarantee of suitability for non-research use. No commercial use is permitted. The tools are being distributed under a Creative Commons license (please see the LICENSE file, and the directory cc_license contains a file detailing the specifics of the license). :: Requirements :: MATLAB (7.0.11.584) are required to run the tools included. Scripts are written in MATLAB. ---------------------------------- INSTALLATION ---------------------------------- No installation is needed, just copy and paste the code to the directory where you want to use the function. ---------------------------- Training Samples (MAT files) ---------------------------- Training samples are stored in .mat files and could be loaded by Initializaiton.m They include GridVecAs.mat and symbolCodeAs.mat which contains training samples and corresponding symbol labels respectively. ---------------------------- Scripts ---------------------------- Scripts in src/ are used to accomplish the feature extraction, image recognition and label conversion. All programs are written in MATLAB (7.0.11.584 compatible). Initialization initilizing the system by loading training data feature vectors and class labels; Open MATLAB Pool for parallel computing ContourExt Extract contours from images 'cc1.tiff', 'cc2.tiff', etc. The bounding-box information is provided in 'inputFileName'{'bb.csv'} and contour coordinates are stored in file 'outputFileName'{'contour.csv'}. Code2Class this function is used to convert the hexadecimal infty code to its corresponding symbol class InputSymbolCode is not a number but a string Recognizer Generate isolated symbol image from input image and bounding box information (output of Segmenter). Recognize symbol class using Nearest Neighbor method. Output is ICDAR symbol code. -------------------------------- Contact -------------------------------- Siyu Zhu [email protected] Rochester Institute of Technology, USA Lei Hu [email protected] Rochester Institute of Technology, USA Richard Zanibbi [email protected] Rochester Institute of Technology, USA
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