Abstract The MediaMill TRECVID 2005 Semantic Video Search En(8)

UvA-MediaMill team participated in four tasks. For the detection of camera work (runid: A CAM) we investigate the benefit of using a tessellation of detectors in combination with supervised learning over a standard approach using global image information.

Semantic Concept2allawi3anchor4animal5arrafat6baseball7basketball8beach9bicycle10bird11boat12building13bus14bush_jr15bush_sr16candle17car18cartoon19chair20charts21clinton22cloud

23corporate_leader24court25crowd26cycling27desert28dog29drawing

30drawing_cartoon31duo_anchor32entertainment33explosion34face35female36fireweapon37fish38flag

39flag_usa40food41football42golf

43government_building44government_leader45graphics46grass

47hassan_nasrallah48horse

49horse_racing50house51hu_jintao52indoor53kerry54lahoud55male56maps57meeting58military59monologue60motorbike61mountain

62natural_disaster63newspaper64nightfire65office66outdoor

67overlayed_text68people

69people_marching70police_security71powell72prisoner73racing

74religious_leader75river76road77screen78sharon79sky80smoke81snow82soccer83splitscreen84sports85studio

86swimmingpool87table88tank89tennis90tony_blair91tower92tree93truck94urban

95vegetation96vehicle97violence

98walking_running99waterbody100waterfall101weatherTRECVID MAPTextAnalysis

0.1880.1750.2090.0840.0510.0330.0020.0960.2010.0650.1590.1010.0720.0280.0080.1080.5110.1000.2090.0020.0340.0400.0770.2330.1030.0340.2840.3180.4030.0080.2570.0400.7240.0650.0360.0650.0960.0770.0160.0260.0690.0260.2910.1690.0160.4460.0010.0010.0810.2670.4000.0300.1350.1010.1460.2020.1830.0530.0030.0410.1260.0680.0110.0290.4400.5520.8030.1210.0170.0330.0110.0070.2680.1670.1200.1100.0030.1800.0840.0660.0370.0800.1320.4120.0020.0830.0120.2190.7500.0150.0130.0400.2050.0710.1350.2330.2240.0770.0010.4610.101VisualAnalysis

0.0540.5850.1890.1120.2400.5410.0050.0250.7160.1470.2810.0250.1730.0190.0030.2530.7470.5340.2750.2640.2370.0970.0570.4040.0200.1140.2620.2750.2880.6510.2680.1270.8980.3160.0390.2350.1650.1850.0710.1880.0380.0350.2750.3540.1510.8670.1290.0590.0050.0940.6160.0790.3940.2440.4060.3680.2390.1280.3990.2990.0350.5260.0090.0730.6680.6970.8330.2290.0070.0190.0080.0090.0600.5000.2390.0660.0080.4990.3300.0360.5330.6160.2960.6530.0010.1350.0240.6440.2540.0230.1780.0350.2700.2240.2810.2910.3270.2750.0010.2400.246Early Fusion

0.2290.4720.2160.0730.2260.2350.0050.1280.3790.0390.2510.0950.0720.0210.0200.1970.5690.3280.4400.0750.1010.0510.3380.4040.1350.1290.4460.2690.2930.0540.3250.0870.8930.1180.1280.1160.1210.1410.0680.0880.1790.0190.2610.3580.0420.2780.2190.2530.0810.2300.5840.0280.2480.1310.3080.2280.3050.0890.1630.1810.1520.4330.0090.0650.7060.6780.8700.2320.0150.0730.0770.0060.2510.0840.2190.1260.2100.4980.2720.1010.3650.2870.2570.6300.0010.1400.0300.6170.6880.0830.1870.0490.2910.1980.2730.3380.3280.2030.0080.5080.203

Late Fusion

0.0260.5620.1810.0780.0400.4510.0020.0980.4540.1690.0850.1460.1440.0010.0240.2140.6400.5220.384

0.1560.0770.0030.4020.0010.0980.0040.3180.4050.0600.1930.0600.7550.0210.0430.1000.1570.1750.0300.0330.0920.1570.3780.3400.0630.6670.0010.2010.0060.0820.6070.0050.2970.2150.3230.3520.3310.1380.0030.2030.1060.4540.0030.0910.6650.6860.8040.1690.0090.0120.0030.0010.1900.2520.2190.0750.0370.4940.2820.0280.4550.5910.3200.6740.0830.0190.6910.2560.0200.1100.0220.2970.1880.2780.3480.3540.2370.4830.197StyleContent-Context

0.0110.2740.7640.6150.3160.3300.1350.1410.0850.0840.5320.5730.0360.0090.1400.1090.4870.7170.1020.1720.2920.2980.0240.0150.2130.2010.2170.0650.0060.0020.2150.2690.4550.6010.2070.5520.3210.4560.2070.0180.1260.2280.0780.0490.0990.3500.3910.4240.4350.1210.0700.1430.2940.4830.0450.2080.0930.4420.8570.6020.6840.4960.0940.1180.9130.6960.4140.3360.0370.1310.2840.2310.1350.1820.1370.1900.1720.1380.2520.1960.1090.1900.2120.0080.4000.4010.3630.4450.0980.1670.1580.9170.3080.1820.5400.2040.0120.0050.0600.2960.6770.6740.0280.1230.2580.5590.2790.2590.3880.4710.3930.4040.2820.3570.6920.1490.0140.3890.2280.3470.0560.1510.4970.5250.0050.1310.0710.0620.6340.7440.9910.7060.9370.8480.2180.2520.0190.0170.0190.0310.0110.0880.0080.0100.0220.2520.0170.0250.2300.2680.0730.1540.0080.1990.4820.5370.2190.3740.0840.2990.5100.5780.8190.6770.4230.4590.7460.7180.1780.0120.2030.1070.0010.3350.3820.7630.0050.0590.0680.0620.0970.1890.0510.0620.2850.3200.2040.2360.2860.3260.3870.4510.4140.4100.2510.3050.1180.0090.5550.5790.2450.296

Style-ContextBest-Context

0.0070.2430.7800.7710.3010.4170.2470.1760.0730.0280.5890.6410.0110.0100.4060.4000.4620.6780.1320.2220.3040.3270.0210.0180.2240.2190.1980.2050.0030.0180.2430.2820.5280.6930.2840.5770.3220.463

0.002

0.1280.1720.0800.0650.1160.3680.4140.4460.4280.4210.0950.1440.2000.4980.0290.2740.2190.4430.8810.8820.6930.7000.0340.1250.9250.9290.4190.4200.0550.0590.3220.3530.1450.1840.1620.2150.1870.2160.3300.3510.0590.2140.2120.2130.4120.4160.4020.4720.0940.1070.2511.0000.3410.3380.4090.4060.0140.0080.0690.3230.7180.7220.0030.0650.3300.4540.2910.2940.4070.4930.4220.4520.2930.3580.7180.724

0.2500.0280.4970.0020.0780.7260.9910.8900.2270.0180.1900.0130.0290.0060.0610.2520.0800.0020.4970.2080.1420.5120.7570.4660.7800.1810.1760.0010.4200.0210.0730.1450.0660.3310.2100.3150.4400.4210.2890.0420.5600.259

0.3310.1630.5290.0030.0980.7540.9900.9260.2560.0220.0770.0880.0510.3460.1200.2770.1490.1510.5510.3530.0560.6360.7950.5290.7810.1750.1970.0010.7640.7510.1150.1510.0680.3560.2400.3430.4850.4640.3460.2560.5480.320Optimal Path

0.2740.7800.4170.2470.2400.6410.0360.4060.7170.2220.3270.1460.2240.2170.0240.2820.7470.5770.4630.2640.2370.0970.3680.4460.4350.1440.4980.3180.4430.8820.7000.1270.9290.4200.1310.3530.1840.2150.2160.3510.2140.2130.4160.4720.1671.0000.3410.5400.0810.3230.7220.1230.5590.2940.4930.4520.3580.7240.3990.3470.1630.5290.1310.0980.7540.9910.9370.2560.0220.1900.0880.0510.3460.5000.2770.1540.2100.5510.3740.2990.6360.8190.5290.7810.1810.2030.3350.7640.7510.115 …… 此处隐藏：4135字，全部文档内容请下载后查看。喜欢就下载吧 ……