Worcester Polytechnic Institute Electronic Theses and Dissertations Collection

Title page for ETD etd-051199-142455


Document Typethesis
Author NameDriscoll, Michael T.
URNetd-051199-142455
TitleA Machine Vision System for Capture and Interpretation of an Orchestra Conductor's Gestures
DegreeMS
DepartmentElectrical & Computer Engineering
Advisors
  • David Cyganski, Advisor
  • Frederick Bianchi, Committee Member
  • Richard Campbell, Committee Member
  • Keywords
  • assembly
  • broadway
  • contour extraction
  • virtual orchestra
  • MIDI
  • area calculation
  • center of mass calculation
  • Video For Windows
  • color thresholding
  • Date of Presentation/Defense1999-04-30
    Availability unrestricted

    Abstract

    This work involves the design and implementation of a real-time Machine Vision-based Human Computer Interface (HCI) that analyzes and interprets a music conductor's gestures to detect the musical "beat". This HCI system interfaces directly with the "Virtual Orchestra", an electronic MIDI sequenced "orchestra". Prior to the development of this HCI system, the real time control of the tempo of the "Virtual Orchestra" could only be controlled by tapping a tempo on a MIDI controller device--a process that is foreign to most music conductors. The real-time beat information detected by this HCI system allows a conductor to conduct the "Virtual Orchestra" as if it were a live orchestra.

    This system was developed using the Broadway real-time color image capture board manufactured by Data Translation, Incorporated. The implementation involved the use of Microsoft Visual C++, Microsoft Foundation Classes (MFC) for the Graphical User Interface (GUI), Video For Windows (VFW), MIDI note generation, and Intel assembly level code optimization. Algorithms were developed for rapid RGB color thresholding, multiple contour extraction, fast contour based area and center of mass calculations, and gesture interpretation. Real time, live-video interpretation has been achieved and an end-to-end system has been demonstrated in conjuction with a MIDI sequencer.

    Files
  • driscoll.pdf

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