Ekalavya, Summer Internship, Scilab Computer Vision Toolbox. Scilab Computer Vision Toolbox

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1 Computer Computer Computer Ekalavya, 2016 Asmita Bhar Deepshikha Diwakar Bhardwaj Kevin George Rohit Suri Shashank Shekhar Sridhar Reddy Choubey Tanmay Chaudhari Umang Summer Internship, 2016

2 Computer Team Members 1. Asmita Bhar CSE, NIT Durgapur 2. Deepshikha CSE, NIT Agartala 3. Diwakar Bhardwaj CSE, NIT Agartala 4. Kevin Geogre IT, NITK Suratkal 5. Rohit Suri CSE, NIT Rourkela 6. Shashank Shekhar CSE, NIT Durgapur 7. Sridhar Reddy CSE, RGUKT Basar, Telangana 8. Choubey CSE, NIT Agartala 9. Tanmay Chaudhari ECE, IIIT Hyderabad 10. Umang ECE, MNNIT Allahabad Computer

3 Computer Table of Contents Computer

4 Computer Outline Computer

5 Computer We aim to build a comprehensive computer vision toolbox in that is at par to its proprietary software counterpart. A computer vision toolbox provides functions, algorithms and various machine learning algorithms to train and to perform Feature Detection, Extraction and Matching Object Detection and Tracking Motion Estimation and Video Analysis Camera Calibration and Stereo Vision Computer

6 Computer Outline Computer

7 Computer Open-source cross-platform numerical computational package and a high-level, numerically oriented programming language. Computer

8 Computer Open-source cross-platform numerical computational package and a high-level, numerically oriented programming language. A major open-source alternative to MATLAB. Computer

9 Computer Open-source cross-platform numerical computational package and a high-level, numerically oriented programming language. A major open-source alternative to MATLAB. The base functionality of can be extended through toolboxes. Computer

10 Computer Open-source cross-platform numerical computational package and a high-level, numerically oriented programming language. A major open-source alternative to MATLAB. The base functionality of can be extended through toolboxes. Toolbox functions can be interfaced with C, C++, Java or Fortran using API. Computer

11 Computer Outline Computer

12 Computer Open-source cross-platform library of functions aimed at real-time computer vision. Computer

13 Computer Open-source cross-platform library of functions aimed at real-time computer vision. Officially launched by Intel in 1999 and now supported by Itseez. Computer

14 Computer Open-source cross-platform library of functions aimed at real-time computer vision. Officially launched by Intel in 1999 and now supported by Itseez. Written in C++ and has its primary interface in C++. Computer

15 Computer Open-source cross-platform library of functions aimed at real-time computer vision. Officially launched by Intel in 1999 and now supported by Itseez. Written in C++ and has its primary interface in C++. Has bindings in Python, Java and MATLAB/OCTAVE. Computer

16 Computer Open-source cross-platform library of functions aimed at real-time computer vision. Officially launched by Intel in 1999 and now supported by Itseez. Written in C++ and has its primary interface in C++. Has bindings in Python, Java and MATLAB/OCTAVE. Provides : Human-Computer interaction, Object Identification, Face Recognition, Motion Tracking, Stereo and Multi-Camera Calibration. Computer

17 Computer Outline Computer

18 Computer core :- It includes basic data structures (e.g. Mat data structure) and basic image processing functions. highgui :- This module provides simple user interface capabilities, several image and video codecs. imgproc :- This module includes image processing algorithms like image filtering, image transformations and also color space conversions. video :- This is a video analysis module which includes object tracking algorithms, background subtraction algorithms, etc. Computer

19 Computer objdetect:- This includes object detection and recognition algorithms for standard objects. calib3d:- This includes camera calibration algorithms. features2d:-this is used for feature point detection. Computer

20 Computer Outline Computer

21 Computer tesseract : A library used to implement the Optical Character Recognition function. It makes use of the already trained classifiers for character recognition and is freely available as an open source project. Computer

22 Computer Image Category Classifier Contest Based Image Retrieval Foreground Detector Object Tracking using Kalman Filter People Detection in images and videos Computer

23 Computer Functions have been implemented using and produce accurate results, considerably close to MATLAB results. Structures have been used to implement the wide use of Objects in Functions, to be at par with MATLAB. If Object Oriented Programming is included in future versions of, it would be easier to use with API. The Tesseract Library has been used to implement Optical Character Recognition. Video Player is yet to be implemented. Computer

24 Computer Computer QUESTIONS

25 Computer Computer THANK YOU