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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 |
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| 300 | _a52 leaves | ||
| 490 | 1 |
_aResearch studies project report ; _vno. TC-02-04 |
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| 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 |
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| 700 | 1 |
_aAhmed, Kazi Mohiuddin, _eExamination Committee |
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| 700 | 0 |
_aTeerapat Sanguankotchakorn, _eExamination Committee |
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| 710 | 2 |
_aNokia Telecommunications, _eScholarship Donor |
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| 810 | 2 |
_aAsian Institute of Technology. _tResearch studies project report ; _vno. TC-02-04 |
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| 856 |
_3Full-Text _uhttp://203.159.5.9/ait-thesis/detail.php?q=B07997 |
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