Ｔａｂｌｅ３ＡｖｅｒａｇｅＳｕｃｃｅｓｓＲａｔｅｓＶｉｄｅｏＩ

点击下载：【知识工程】Efficient tracker based on sparse coding with Euclidean local structure-based constraint编辑部

正在加载图片...

1 WANG Hongyuan,et al:Efficient tracker based on sparse coding with Euclidean local structure-based constraint .145. Table 3 Average Success Rates Video IVT CovTrack 1-tracker NLSSST ELSST1 ELSST2 Sufer 0.0515 0.4770 0.0388 0.4646 0.4667 0.4052 Dudek 0.2011 0.4216 0.6215 0.6528 0.6726 0.6604 Faceocc2 0.4553 0.3918 0.6084 0.4579 0.5747 0.4641 Animal 0.0218 0.2701 0.0336 0.3692 0.4078 0.4117 Girl 0.0228 0.2171 0.4869 0.4853 0.4006 0.4693 Stone 0.0974 0.1114 0.5834 0.4109 0.6611 0.6572 Car 0.0607 0.1858 0.0956 0.3418 0.3278 0.3825 Cup 0.6300 0.3769 0.5598 0.5738 0.5238 0.5637 Face 0.3341 0.2806 0.0479 0.5248 0.5496 0.5827 Juice 0.0743 0.4218 0.5111 0.5299 0.5186 0.5835 Singer 0.3326 0.1361 0.1184 0.5790 0.4781 0.5651 Sunshade 0.0481 0.1803 0.5257 0.5348 0.4743 0.4948 Bike 0.0576 0.3721 0.0451 0.4438 0.3608 0.3917 CarDark 0.0831 0.3087 0.0790 0.0110 0.4208 0.3737 Jumping 0.0577 0.2755 0.0711 0.0847 0.4530 0.4505 The best two results are shown in bold.Our original and improved algorithms are shown in the last two columns,respectively. Table 4 Average Frames per Second Video IVT CovTrack 1-tracker NLSSST ELSSTI ELSST2 Sufer 2.8649 1.5707 0.0358 0.0141 0.0156 2.3469 Dudek 3.3211 1.2454 0.0388 0.0171 0.0179 3.2454 Faceoce2 2.7886 1.1278 0.0180 0.0107 0.0142 3.1278 Animal 1.8979 1.2534 0.0312 0.0150 0.0071 3.2534 Girl 1.6548 1.2209 0.0376 0.0167 0.0098 3.2209 Stone 1.2903 1.8890 0.0271 0.0144 0.0146 4.1138 Car 3.6841 2.8502 0.0621 0.0525 0.0365 6.2253 Cup 7.8175 3.5479 0.0798 0.0677 0.0538 6.3949 Face 6.7422 2.8961 0.0543 0.0417 0.0546 6.1681 Juice 7.0489 3.9297 0.0635 0.0665 0.0586 5.4738 Singer 6.0959 2.8026 0.0195 0.0683 0.0481 6.1891 Sunshade 7.3027 2.7905 0.0713 0.0587 0.0781 6.0601 Bike 6.9747 2.7192 0.0163 0.0320 0.0210 5.8400 CarDark 3.7041 1.3951 0.0226 0.0552 0.0295 2.4221 Jumping 7.3296 2.6080 0.0520 0.0476 0.0579 3.5519 The best two results are shown in bold.Our original and improved algorithms are shown in the last two columns,respectively.Ｔａｂｌｅ３ＡｖｅｒａｇｅＳｕｃｃｅｓｓＲａｔｅｓＶｉｄｅｏＩＶＴＣｏｖＴｒａｃｋｌ１ ⁃ｔｒａｃｋｅｒＮＬＳＳＳＴＥＬＳＳＴ１ＥＬＳＳＴ２Ｓｕｆｅｒ０．０５１５０．４７７００．０３８８０．４６４６０．４６６７０．４０５２Ｄｕｄｅｋ０．２０１１０．４２１６０．６２１５０．６５２８０．６７２６０．６６０４Ｆａｃｅｏｃｃ２０．４５５３０．３９１８０．６０８４０．４５７９０．５７４７０．４６４１Ａｎｉｍａｌ０．０２１８０．２７０１０．０３３６０．３６９２０．４０７８０．４１１７Ｇｉｒｌ０．０２２８０．２１７１０．４８６９０．４８５３０．４００６０．４６９３Ｓｔｏｎｅ０．０９７４０．１１１４０．５８３４０．４１０９０．６６１１０．６５７２Ｃａｒ０．０６０７０．１８５８０．０９５６０．３４１８０．３２７８０．３８２５Ｃｕｐ０．６３０００．３７６９０．５５９８０．５７３８０．５２３８０．５６３７Ｆａｃｅ０．３３４１０．２８０６０．０４７９０．５２４８０．５４９６０．５８２７Ｊｕｉｃｅ０．０７４３０．４２１８０．５１１１０．５２９９０．５１８６０．５８３５Ｓｉｎｇｅｒ０．３３２６０．１３６１０．１１８４０．５７９００．４７８１０．５６５１Ｓｕｎｓｈａｄｅ０．０４８１０．１８０３０．５２５７０．５３４８０．４７４３０．４９４８Ｂｉｋｅ０．０５７６０．３７２１０．０４５１０．４４３８０．３６０８０．３９１７ＣａｒＤａｒｋ０．０８３１０．３０８７０．０７９００．０１１００．４２０８０．３７３７Ｊｕｍｐｉｎｇ０．０５７７０．２７５５０．０７１１０．０８４７０．４５３００．４５０５Ｔｈｅｂｅｓｔｔｗｏｒｅｓｕｌｔｓａｒｅｓｈｏｗｎｉｎｂｏｌｄ．Ｏｕｒｏｒｉｇｉｎａｌａｎｄｉｍｐｒｏｖｅｄａｌｇｏｒｉｔｈｍｓａｒｅｓｈｏｗｎｉｎｔｈｅｌａｓｔｔｗｏｃｏｌｕｍｎｓ，ｒｅｓｐｅｃｔｉｖｅｌｙ．Ｔａｂｌｅ４ＡｖｅｒａｇｅＦｒａｍｅｓｐｅｒＳｅｃｏｎｄＶｉｄｅｏＩＶＴＣｏｖＴｒａｃｋｌ１ ⁃ｔｒａｃｋｅｒＮＬＳＳＳＴＥＬＳＳＴ１ＥＬＳＳＴ２Ｓｕｆｅｒ２．８６４９１．５７０７０．０３５８０．０１４１０．０１５６２．３４６９Ｄｕｄｅｋ３．３２１１１．２４５４０．０３８８０．０１７１０．０１７９３．２４５４Ｆａｃｅｏｃｃ２２．７８８６１．１２７８０．０１８００．０１０７０．０１４２３．１２７８Ａｎｉｍａｌ１．８９７９１．２５３４０．０３１２０．０１５００．００７１３．２５３４Ｇｉｒｌ１．６５４８１．２２０９０．０３７６０．０１６７０．００９８３．２２０９Ｓｔｏｎｅ１．２９０３１．８８９００．０２７１０．０１４４０．０１４６４．１１３８Ｃａｒ３．６８４１２．８５０２０．０６２１０．０５２５０．０３６５６．２２５３Ｃｕｐ７．８１７５３．５４７９０．０７９８０．０６７７０．０５３８６．３９４９Ｆａｃｅ６．７４２２２．８９６１０．０５４３０．０４１７０．０５４６６．１６８１Ｊｕｉｃｅ７．０４８９３．９２９７０．０６３５０．０６６５０．０５８６５．４７３８Ｓｉｎｇｅｒ６．０９５９２．８０２６０．０１９５０．０６８３０．０４８１６．１８９１Ｓｕｎｓｈａｄｅ７．３０２７２．７９０５０．０７１３０．０５８７０．０７８１６．０６０１Ｂｉｋｅ６．９７４７２．７１９２０．０１６３０．０３２００．０２１０５．８４００ＣａｒＤａｒｋ３．７０４１１．３９５１０．０２２６０．０５５２０．０２９５２．４２２１Ｊｕｍｐｉｎｇ７．３２９６２．６０８００．０５２００．０４７６０．０５７９３．５５１９Ｔｈｅｂｅｓｔｔｗｏｒｅｓｕｌｔｓａｒｅｓｈｏｗｎｉｎｂｏｌｄ．Ｏｕｒｏｒｉｇｉｎａｌａｎｄｉｍｐｒｏｖｅｄａｌｇｏｒｉｔｈｍｓａｒｅｓｈｏｗｎｉｎｔｈｅｌａｓｔｔｗｏｃｏｌｕｍｎｓ，ｒｅｓｐｅｃｔｉｖｅｌｙ．第１期ＷＡＮＧＨｏｎｇｙｕａｎ，ｅｔａｌ：ＥｆｆｉｃｉｅｎｔｔｒａｃｋｅｒｂａｓｅｄｏｎｓｐａｒｓｅｃｏｄｉｎｇｗｉｔｈＥｕｃｌｉｄｅａｎｌｏｃａｌｓｔｒｕｃｔｕｒｅ⁃ｂａｓｅｄｃｏｎｓｔｒａｉｎｔ ·１４５·

<<向上翻页向下翻页>>

点击下载：【知识工程】Efficient tracker based on sparse coding with Euclidean local structure-based constraint编辑部