Random Articles
Reseach Article
Emotion based Music Retrieval for Gesture Recognition
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 78 - Number 14 |
| Year of Publication: 2013 |
| Authors: G. Deepa, G. Bhaskar Phani Ram |
10.5120/13590-1332
|
G. Deepa, G. Bhaskar Phani Ram . Emotion based Music Retrieval for Gesture Recognition. International Journal of Computer Applications. 78, 14 ( September 2013), 11-16. DOI=10.5120/13590-1332
Abstract
Emotion based music retrieval is a music player based on user's emotion. Many music devices and mobile music players are used to listen to music. A practical problem is selection of desired music. Nowadays many devices are integrated with cameras. This paper gives how to take advantage of these one camera systems. In this proposed system emotion is derived automatically from hand gestures where hand gestures are captured by camera. The data recorded from hand gestures are coupled with musical emotion. Users can search through music collection based on emotional character of music which expressed from hand gestures. The main aim of this project is to design emotion based user interface for music retrieval. The algorithms were implemented in the system using C++. The system uses the Intel OpenCV library for image processing. This paper is implemented by using ARM9 micro controller. The camera is connected to the controller through USB device. The micro- controller is connected to PC through serial communication. The controller processes the information and monitors the results as controlled songs on PC.
References
- Denis Amelynck, Marc Leman, Leon Van Noorden, Maarten Grachten and, "Toward E-Motion Based Music Retrieval a Study of Affective Gesture Recognition" IEEE Transactions on Affective Computing, vol. 3, no. 2, April-June 2012.
- Abim Pal, Hitesh Kumar and K. John Singh, "Music Controller Based On Hand Gestures Using Webcam", International Journal on Computer Science and Engineering, vol. 4, no. 11, Nov 2012.
- Radhika Bhatt, Nikita Fernandes, Archana Dhage, "Vision Based Hand Gesture Recognition for Human Computer Interaction", International Journal of Engineering Science and Innovative Technology, volume 2, issue 3, May 2013.
- Pallavi Halarnkar, Sahil Shah, Harish Shah, Hardik Shah, Jay Shah, "Gesture Recognition Technology: A Review" International Journal of Engineering Science and Technology, vol. 4, no. 11, November 2012.
- Prof. Suhas M. Patil, Nandkishor P. More, Sheetal S. Thokal, Aniket S. More, Bhagyavati V. Patil "Interface to Interact with Physical World using Human Gesture"
- International Jornal of Innovative Research in Computer and Communication Engineering, vol. 1, Issue 2, April 2013.
- Tao Li and Mistunori Ogihara, "Toward Intelligent Music Information Retrieval" IEEE Transactions on Multimedia, vol. 8, no. 3, June 2006.
- Kurma Soujanya, Mr. M. Firdouse Ali Khan, "Design and Development of Gesture Controlled MP3 Player Using ARM7 and Image Processing Technique", International Journal of Research in Computer and Communication Technology, vol. 2, Issue 1, January 2013.
- Lie Lu, Dan Liu, and Hong-jiang zhang, "Automatic Mood Detection and Tracking of Music Audio Signals", IEEE Transactions on Audio, Speech, and Language Processing, vol. 14, no. 1, January 2006.
- Nguyen Thuy Le, "EmuPlayer: Music Recommendation System Based on User Emotion Using Vital Sensor".
- M. K. Bhuyan Debanga Raj Neog and Mithum Kumar Kar, "Fingertip Detection for Hand Pose Recognition", International Journal on Computer Science and Engineering, vol. 4, no. 3, March 2012.
- Jagdish Lal Raheja, Karen Das, Ankit Chaudhary, "Fingertip Detection: A Fast Method with Natural Hand", International Journal of Embedded Systems and Computer Engineering, vol. 3, no. 2, July-December 2011.
Index Terms
Keywords