Çѱ¹Á¤º¸Åë½ÅÇÐȸ ³í¹®Áö (Journal of the Korea Institute of Information and Communication Engineering)
Current Result Document :
ÇѱÛÁ¦¸ñ(Korean Title) |
°¨½Ã ¿µ»óÀ» È°¿ëÇÑ OpenPose ±â¹Ý ¾Æµ¿ Çдë ÆǴܽýºÅÛ |
¿µ¹®Á¦¸ñ(English Title) |
An OpenPose-based Child Abuse Decision System using Surveillance Video |
ÀúÀÚ(Author) |
À¯Çý¸²
À̺Àȯ
Hye-Rim Yoo
Bong-Hwan Lee
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¿ø¹®¼ö·Ïó(Citation) |
VOL 23 NO. 03 PP. 0282 ~ 0290 (2019. 03) |
Çѱ۳»¿ë (Korean Abstract) |
ÃÖ±Ù ¾î¸°ÀÌÁýÀ̳ª À¯Ä¡¿ø µî ±³À°±â°ü¿¡¼ ¾Æµ¿Çд밡 ºó¹øÈ÷ ¹ß»ýÇÏ°í ÀÖ´Ù. Á¤ºÎ´Â CCTV ¼³Ä¡¸¦ Àǹ«ÈÇÏ¿´Áö¸¸ CCTV ¿µ»óÀ» ¿¶÷ÇÏ´Â °ÍÀÌ ½±Áö ¾Ê´Ù. º» ³í¹®¿¡¼´Â CCTV ¿µ»óÀ» ÀÌ¿ëÇÏ¿© ¾Æµ¿Çд븦 ÆÇ´ÜÇÏ´Â ¸ðµ¨À» Á¦¾ÈÇÑ´Ù. ¸ÕÀú ¾Æµ¿Çдë¶õ ¼ºÀÎÀÌ ¹°¸®ÀûÀ¸·Î ¾Æµ¿¿¡°Ô °¡Çظ¦ ÇÏ´Â °ÍÀ̹ǷΠ¼ºÀΰú ¾Æµ¿À» ºÐ·ùÇÏ´Â ¸ðµ¨ÀÌ ÇÊ¿äÇÏ´Ù. ±âÁ¸ÀÇ Haar±â¹ýÀ» »ç¿ëÇÏ¿© ¼ºÀΰú ¾Æµ¿À» ºÐ·ùÇÏ·Á¸é Á¤¸é ¿µ»óÀÌ ÇÊ¿äÇÏÁö¸¸ OpenPose¸¦ »ç¿ëÇϸé Á¤¸é°ú Ãø¸é¿¡ ±¸¾Ö¹ÞÁö ¾Ê°í ¼ºÀΰú ¾Æµ¿À» ºÐ·ùÇÒ ¼ö ÀÖ´Ù. º» ¿¬±¸¿¡¼´Â ¾Æµ¿ÀÌ Çд븦 ´çÇÒ ¶§ ¼ºÀΰú ¾Æµ¿ÀÇ ÀÚ¼¼ÀÇ Æ¯¼ºÀ» Àû¿ëÇÏ¿© ¾Æµ¿ Çдë ÆÇ´Ü ¸ðµ¨À» ¼³°è ¹× ±¸ÇöÇÏ¿´´Ù. ±¸ÇöÇÑ ½Ã½ºÅÛÀº ÇöÀç ¼³Ä¡µÇ¾îÀÖ´Â CCTV¸¦ È°¿ëÇϹǷΠÃß°¡ÀûÀÎ ¼³Ä¡°¡ ÇÊ¿äÇÏÁö ¾Ê°í ½Ç½Ã°£À¸·Î ¾Æµ¿Çд밡 ¹ß»ýÇÏ°í ÀÖ´ÂÁö ¸ð´ÏÅ͸µ ÇÒ ¼ö ÀÖÀ¸¹Ç·Î ÀÌ¿¡ µû¸¥ ºü¸¥ ´ëó°¡ °¡´ÉÇÒ °ÍÀ¸·Î »ç·áµÈ´Ù.
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¿µ¹®³»¿ë (English Abstract) |
Recently child abuse has occurred frequently in educational institutions such as daycare center and kindergarten. Therefore, government made it mandatory to install CCTVs, but it is not easy to inspect the CCTV images. In this paper, we propose a model for judging child abuse using CCTV images. First of all, child abuse is a physical abuse of children by adults, thus a model for classifying adults and children is needed. The existing Haar scheme uses the frontal image to classify adults and children. However, the OpenPose allows to classify adults and children regardless of frontal and side image. In this research, a child abuse judgment model was designed and implemented by applying characteristics of adult and child posture when a child was abused. Since the implemented system utilizes the currently installed CCTV image, it is possible to monitor the child abuse in real time without any additional installation, which enables us to cope with the abuse promptly.
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Å°¿öµå(Keyword) |
¸Ó½Å·¯´×
OpenPose
ÀÇ»ç°áÁ¤Æ®¸®
¾Æµ¿Çдë
CCTV
Machine Leaning
OpenPose
Decision Tree
Child Abuse
CCTV
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ÆÄÀÏ÷ºÎ |
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