The Development of an OpenCV-based Speaking Assistant Robot

نویسنده

  • Courtney Crites
چکیده

........................................................................................................................................................... 2 1. Need Identification....................................................................................................................................... 2 2. Objectives ..................................................................................................................................................... 2 3. Requirements ............................................................................................................................................... 3 4. Research ....................................................................................................................................................... 4 4.1. Overview of Object Recognition ............................................................................................................. 4 4.2. Object Recognition and Robotics ............................................................................................................ 6 4.3. Haar-like Features ................................................................................................................................... 6 4.4. Local Binary Patterns .............................................................................................................................. 8 4.5. SURF ...................................................................................................................................................... 9 4.6. Adaboost and Classifier Training ............................................................................................................ 9 4.7. Positive Sample Generation Algorithm ................................................................................................. 10 4.8. BeagleBone Black ................................................................................................................................. 10 4.9. BeagleBone Black ................................................................................................................................. 11 5. Hardware ................................................................................................................................................... 12 6. Testing Environment ................................................................................................................................. 13 7. Conclusion .................................................................................................................................................. 16

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تاریخ انتشار 2014