OTB50、100、2013、2015的区别
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OTB50、100、2013、2015的区别
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OTB50是Visual Tracker Benchmark網站的前50個視頻序列,其中skating因標注對象不同,可以看成是兩個視頻序列。
OTB2013是Wu Y, Lim J, Yang M H. 在CVPR2013上發表的Online object tracking: A benchmark [C]// CVPR, 2013.中的51個視頻序列。
OTB100、2015是Wu Y, Lim J, Yang M H. Object tracking benchmark [J]. TPAMI, 2015.中的100個視頻序列。其中Skating、Jogging因標注對象不同,分別看作兩個視頻序列。
anno注釋文件(邊界框和屬性)的att有每個跟蹤序列的屬性,由11個數字(0表示沒有,1表示有)分別表示十一種屬性,分別為:
- Illumination Variation(照明變化,目標區域的照明發生著顯著變化):
Basketball, Box, Car1, Car2, Car24, Car4, CarDark, Coke, Crowds, David, Doll, FaceOcc2, Fish, Human2, Human4.2, Human7, Human8, Human9, Ironman, KiteSurf, Lemming, Liquor, Man, Matrix, Mhyang, MotorRolling, Shaking, Singer1, Singer2, Skating1, Skiing, Soccer, Sylvester, Tiger1, Tiger2, Trans, Trellis, Woman - Out-of-Plane Rotation(目標旋轉出圖像平面):
Basketball, Biker, Bird2, Board, Bolt, Box, Boy, CarScale, Coke, Couple, Dancer, David, David2, David3, Dog, Dog1, Doll, DragonBaby, Dudek, FaceOcc2, FleetFace, Football, Football1, Freeman1, Freeman3, Freeman4, Girl, Girl2, Gym, Human2, Human3, Human6, Ironman, Jogging.1, Jogging.2, Jump, KiteSurf, Lemming, Liquor, Matrix, Mhyang, MountainBike, Panda, RedTeam, Rubik, Shaking, Singer1, Singer2, Skater, Skater2, Skating1, Skating2.1, Skating2.2, Skiing, Soccer, Surfer, Sylvester, Tiger1, Tiger2, Toy, Trellis, Twinnings, Woman - Scale Variation(第一幀和當前幀的邊界框的比例超出范圍):
Biker, BlurBody, BlurCar2, BlurOwl, Board, Box, Boy, Car1, Car24, Car4, CarScale, ClifBar, Couple, Crossing, Dancer, David, Diving, Dog, Dog1, Doll, DragonBaby, Dudek, FleetFace, Freeman1, Freeman3, Freeman4, Girl, Girl2, Gym, Human2, Human3, Human4.2, Human5, Human6, Human7, Human8, Human9, Ironman, Jump, Lemming, Liquor, Matrix, MotorRolling, Panda, RedTeam, Rubik, Shaking, Singer1, Skater, Skater2, Skating1, Skating2.1, Skating2.2, Skiing, Soccer, Surfer, Toy, Trans, Trellis, Twinnings, Vase, Walking, Walking2, Woman - Occlusions(遮擋———目標被部分或完全遮擋):
Basketball, Biker, Bird2, Bolt, Box, CarScale, ClifBar, Coke, Coupon, David, David3, Doll, DragonBaby, Dudek, FaceOcc1, FaceOcc2, Football, Freeman4, Girl, Girl2, Human3, Human4.2, Human5, Human6, Human7, Ironman, Jogging.1, Jogging.2, Jump, KiteSurf, Lemming, Liquor, Matrix, Panda, RedTeam, Rubik, Singer1, Skating1, Skating2.1, Skating2.2, Soccer, Subway, Suv, Tiger1, Tiger2, Trans, Walking, Walking2, Woman - Deformation(變形——非剛性物體變形):
Basketball, Bird1, Bird2, BlurBody, Bolt, Bolt2, Couple, Crossing, Crowds, Dancer, Dancer2, David, David3, Diving, Dog, Dudek, FleetFace, Girl2, Gym, Human3, Human4.2, Human5, Human6, Human7, Human8, Human9, Jogging.1, Jogging.2, Jump, Mhyang, Panda, Singer2, Skater, Skater2, Skating1, Skating2.1, Skating2.2, Skiing, Subway, Tiger1, Tiger2, Trans, Walking, Woman - Motion Blur(運動模糊——目標區域由于目標或相機的運動而變得模糊):
Biker, BlurBody, BlurCar1, BlurCar2, BlurCar3, BlurCar4, BlurFace, BlurOwl, Board, Box, Boy, ClifBar, David, Deer, DragonBaby, FleetFace, Girl2, Human2, Human7, Human9, Ironman, Jump, Jumping, Liquor, MotorRolling, Soccer, Tiger1, Tiger2, Woman - Fast Motion(快速運動——ground truth 的運動大于 20個像素):
Biker, Bird1, Bird2, BlurBody, BlurCar1, BlurCar2, BlurCar3, BlurCar4, BlurFace, BlurOwl, Board, Boy, CarScale, ClifBar, Coke, Couple, Deer, DragonBaby, Dudek, FleetFace, Human6, Human7, Human9, Ironman, Jumping, Lemming, Liquor, Matrix, MotorRolling, Skater2, Skating2.1, Skating2.2, Soccer, Surfer, Tiger1, Tiger2, Toy, Vase, Woman - In-Plane Rotation(目標在圖像平面中旋轉):
Bird2, BlurBody, BlurFace, BlurOwl, Bolt, Box, Boy, CarScale, ClifBar, Coke, Dancer, David, David2, Deer, Diving, Dog1, Doll, DragonBaby, Dudek, FaceOcc2, FleetFace, Football, Football1, Freeman1, Freeman3, Freeman4, Girl, Gym, Ironman, Jump, KiteSurf, Matrix, MotorRolling, MountainBike, Panda, RedTeam, Rubik, Shaking, Singer2, Skater, Skater2, Skiing, Soccer, Surfer, Suv, Sylvester, Tiger1, Tiger2, Toy, Trellis, Vase - Out-of-View(視野外——目標的某些部分離開視野):
Basketball, Biker, Bird2, Board, Bolt, Box, Boy, CarScale, Coke, Couple, Dancer, David, David2, David3, Dog, Dog1, Doll, DragonBaby, Dudek, FaceOcc2, FleetFace, Football, Football1, Freeman1, Freeman3, Freeman4, Girl, Girl2, Gym, Human2, Human3, Human6, Ironman, Jogging.1, Jogging.2, Jump, KiteSurf, Lemming, Liquor, Matrix, Mhyang, MountainBike, Panda, RedTeam, Rubik, Shaking, Singer1, Singer2, Skater, Skater2, Skating1, Skating2.1, Skating2.2, Skiing, Soccer, Surfer, Sylvester, Tiger1, Tiger2, Toy, Trellis, Twinnings, Woman - Background Clutter(背景雜波——目標附近的背景具有與目標相似的顏色或紋理):Basketball, Board, Bolt2, Box, Car1, Car2, Car24, CarDark, ClifBar, Couple, Coupon, Crossing, Crowds, David3, Deer, Dudek, Football, Football1, Human3, Ironman, Liquor, Matrix, Mhyang, MotorRolling, MountainBike, Shaking, Singer2, Skating1, Soccer, Subway, Trellis
- Low Resolution(低分辨率——真實邊界框內的像素數小于 400):
Biker, Car1, Freeman3, Freeman4, Panda, RedTeam, Skiing, Surfer, Walking
總結
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