Mohammad Khairul Islam

Publications (2)0 Total impact

• Conference Proceeding: Content-Based Music Retrieval Using Beat Information.

  Mohammad Khairul Islam, Hyung-Jin Lee, Anjan Kumar Paul, Joong-Hwan Baek
  Fourth International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2007, 24-27 August 2007, Haikou, Hainan, China, Proceedings, Volume 3; 01/2007
• Chapter: Actor Based Video Indexing and Retrieval Using Visual Information

  Mohammad Khairul Islam, Soon-Tak Lee, Joong-Hwan Baek
  [show abstract] [hide abstract]
  ABSTRACT: Content-based video indexing and retrieval algorithms are presented in this paper that aim at temporally indexing a video sequence according to actors. Our system splits a video into a sequence of a few representative frames. We use color information and then SGLD matrix on the representative frames for face region detection. Detected faces are used to build a face database. We construct eigen faces applying PCA on the faces in the face database for extracting important features. Extracted features are then used in MPM for identifying the input face from the training faces. Experimental result shows that our approach can correctly recognize 95.3% and 90.84% of the faces from the AT&T face database and video sequence respectively.
  01/1970: pages 492-501;