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Current Result Document :
ÇѱÛÁ¦¸ñ(Korean Title) |
¾È°³ Á¦°Å ±â¼úÀÇ Á¤·®ÀûÀÎ ¼º´É Æò°¡ ±â¹ý Á¶»ç |
¿µ¹®Á¦¸ñ(English Title) |
Survey on Quantitative Performance Evaluation Methods of Image Dehazing |
ÀúÀÚ(Author) |
À̼º¹Î
À¯Á¦ÅÃ
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Sungmin Lee
Jae Taeg Yu
Seung-Won Jung
Sung Woong Ra
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¿ø¹®¼ö·Ïó(Citation) |
VOL 04 NO. 12 PP. 0571 ~ 0576 (2015. 12) |
Çѱ۳»¿ë (Korean Abstract) |
´Ù¾çÇÑ ¾È°³ Á¦°Å ±â¼úÀÌ °³¹ßµÇ¾î¿ÔÀ¸³ª À̵éÀÇ ¼º´ÉÀ» Á¤·®¡¤Á¤¼ºÀûÀ¸·Î Æò°¡ÇÏ´Â ¹æ½Ä¿¡ ´ëÇÑ ¿¬±¸´Â ´Ù¼Ò ºÎÁ·ÇÏ´Ù. º» ³í¹®¿¡¼´Â ¾È°³ Á¦°Å ±â¼úÀÇ ¼º´ÉÀ» Æò°¡Çϱâ À§ÇÏ¿© »ç¿ëÇÒ ¼ö ÀÖ´Â ´Ù¾çÇÑ Ã´µµ¸¦ »ìÆ캻´Ù. ¼º´É ôµµÀÇ ½Å·Úµµ °ËÁõÀ» À§ÇÏ¿©, °íÈÁú Ä®¶ó¡¤±íÀÌ ¿µ»óÀ» ÀÌ¿ëÇÏ¿© ¾È°³ ¿µ»óÀ» ÇÕ¼ºÇÏ°í ¾È°³ Á¦°Å ¿µ»ó°ú ¿ø ¿µ»óÀ» ºñ±³ÇÏ´Â ¹æ½ÄÀ» ÅÃÇÑ´Ù. ÇÑÆí ¾È°³ Á¦°Å ±â¼úÀ» ÈÁúÀ» ±âÁØÀ¸·Î Æò°¡ÇÏ´Â ¹æ½ÄÀÌ ¾Æ´Ñ, ¾È°³ Á¦°Å Àü¡¤ÈÄ ¿µ»ó¿¡ ´ëÇÑ ÄÄÇ»ÅÍ ºñÀü ±â¹ýÀÇ ¼º´ÉÀ» ºñ±³ÇÏ´Â ¹æ½ÄÀ» °ËÅäÇÑ´Ù. ´Ù¾çÇÑ ¾È°³ Á¦°Å ±â¼ú ¼º´É ôµµ¿¡ ´ëÇÑ ºñ±³ ºÐ¼® ¹× ¹®Á¦Á¡¿¡ ´ëÇÑ ÇØ°á ¹æ¾ÈÀ» ÅäÀÇÇÑ´Ù. |
¿µ¹®³»¿ë (English Abstract) |
Image dehazing has been extensively studied, but the performance evaluation method for dehazing techniques has not attracted significant interest. This paper surveys many existing performance evaluation methods of image dehazing. In order to analyze the reliability of the evaluation methods, synthetic hazy images are first reconstructed using the ground-truth color and depth image pairs, and the dehazed images are then compared with the original haze-free images. Meanwhile we also evaluate dehazing algorithms not by the dehazed images¡¯ quality but by the performance of computer vision algorithms before/after applying image dehazing. All the aforementioned evaluation methods are analyzed and compared, and research direction for improving the existing methods is discussed. |
Å°¿öµå(Keyword) |
¿µ»ó ¾È°³ Á¦°Å
¼º´É Æò°¡
Ç°Áú ôµµ
Image Dehazing
Performance Evaluation
Quality Metric
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