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008 030919s2002 th uzm rtt 00| a1eng d
035 _a.b11899347
099 9 _aAIT RSPR no.TC-02-04
100 1 _aIgnacio, Domingo O. Jr.
245 1 0 _aAbrupt scene change detection algorithm in MPEG-4 video sequences
260 _aBangkok :
_bAsian Institute of Technology,
_c2002
300 _a52 leaves
490 1 _aResearch studies project report ;
_vno. TC-02-04
502 _aResearch Studies Project Report (M.Eng.) - Asian Institute of Technology, 2002
500 _aA research study submitted in partial fulfillment of the requirements for the degree of Master of Engineering, School of Advanced Technologies
520 _aEffective video indexing method is a must when working with huge video databases. While manual indexing is considered as the most effective approach, it is not cost-effective and the speed is very slow. Thus, automatic indexing is desirable and recently various indexing tools for video databases have been developed. With the birth of MPEG-4 with object-based functionalities, the need to detect abrnpt scene changes is becoming a must. This research study introduces a new scene change detection method that would speedily and effectively detect abrupt scene transitions in MPEG-4 video sequences in the compressed domain utilizing features such as motion and texture information. Simulation results showed that the proposed MPEG-4 abrupt scene change detection method can detect abrupt transitions in the real-time scenario. Comparisons showed that 79.11 frames per second can be processed using the proposed method while for its uncompressed counterpart, only 0.588 frames can be processed in a second. Furthermore, using texture information to detect abrupt transitions resulted to effective scene transitions detection with a mean recall and precision values equal to 84.72% and 85.96%, respectively. On the other hand, using motion information to detect abrupt scene changes in MPEG-4 compressed domain resulted to a mean recall value of 86.57 percent and a precision value of 76.28 percent, an acceptable value for both recall and precision.
650 0 _aVideotex systems
650 0 _aMPEG (Video coding standard)
650 0 _aVideo compression
700 1 _aFernando, W.A.C.,
_eChairperson
700 1 _aAhmed, Kazi Mohiuddin,
_eExamination Committee
700 0 _aTeerapat Sanguankotchakorn,
_eExamination Committee
710 2 _aNokia Telecommunications,
_eScholarship Donor
810 2 _aAsian Institute of Technology.
_tResearch studies project report ;
_vno. TC-02-04
856 _3Full-Text
_uhttp://203.159.5.9/ait-thesis/detail.php?q=B07997
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