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¿µ¹® Ç¥Áظí Video Synopsis Technology based on Anomaly Detection (Technical Report)
ÇÑ±Û ³»¿ë¿ä¾à º» ±â¼úº¸°í¼­´Â °ø°ø ÀÎÇÁ¶ó ȯ°æ¿¡¼­ ¿î¿ëµÇ°í ÀÖ´Â ¿µ»ó º¸¾È ½Ã½ºÅÛÀÇ ÇöȲ ¹× ¹®Á¦ ¸¦ ÁöÀûÇÏ°í ÀÌ»ó ŽÁö ±â¹Ý ¿µ»ó ½Ã³ñ½Ã½º ±â¼ú¿¡ ´ëÇÑ °³¿ä¿Í Çʿ伺À» ¼­¼úÇÑ´Ù. ÀÌ ¿¡ µû¶ó °ø°ø ÀÎÇÁ¶ó ȯ°æ¿¡¼­ ¹ß»ýÇÏ´Â ºñÁ¤»ó À̺¥Æ®¿¡ ´ëÇÑ Å½Áö±â¼ú°ú ½Ã³ñ½Ã½º ¿µ »ó »ý¼º±â¼úÀ» ¼³¸íÇÏ°í °ø°ø ÀÎÇÁ¶ó ȯ°æ¿¡ ÀûÇÕÇÑ ÀÌ»ó ŽÁö ±â¹Ý ½Ã³ñ½Ã½º ¿µ»ó »ý¼º ÇÁ·¹ÀÓ¿öÅ©¸¦ ¼³°èÇÑ´Ù. ÀÌÈÄ, ¼³°èµÈ ½Ã³ñ½Ã½º ¿µ»ó »ý¼º ÇÁ·¹ÀÓ¿öÅ©¸¦ ±â¹ÝÀ¸·Î ½ÇÇèÀ» ¼öÇàÇÏ°í È¿À²ÀûÀÎ ½Ã³ñ½Ã½º ¿µ»ó »ý¼ºÀ» À§ÇÑ ºÎ°¡ÀûÀÎ ±â¼ú°ú ¹æ¹ýÀ» ¼­¼úÇÑ´Ù.
¿µ¹® ³»¿ë¿ä¾à This technical report points out the current status and problems of video surveillance systems operating in public infrastructure and outlines the need for anomaly detection-based video synopsis technology. Accordingly, the detection technology and synopsis video generation technology for abnormal events occurring in the public infrastructure will be described. An anomaly detection-based synopsis video generation framework suitable for the public infrastructure will be designed. Then, experiments are performed based on the designed synopsis video generation framework, and additional techniques and methods for efficient synopsis video generation are described.
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ÀÌ»ó ŽÁö ±â¹Ý ¿µ»ó ½Ã³ñ½Ã½º ±â¼ú(±â¼úº¸°í¼­) TTAR-10.0148 2021-11-01 Á¦Á¤ À¯È¿ ¾øÀ½ TTAR-10.0148.pdf