物体追踪 Object Tracking(计算机视觉)

Visual Object Tracking

Predicting state of an object in a video(Location, velocity速度,track id, appearance, class...)

 

Challenges in object tracking

Track the object under challenging circumstance(Initialization, updating/ association)

物体追踪 Object Tracking(计算机视觉)

 

Online VS Offline tracking

物体追踪 Object Tracking(计算机视觉)

 

Brief history of Single-Object Tracking

物体追踪 Object Tracking(计算机视觉)

 

Template Tracking

物体追踪 Object Tracking(计算机视觉)

 

Tracking as detection

物体追踪 Object Tracking(计算机视觉)

 

Discriminative Correlation Filters(DCF)  有识别力的相关性过滤器

物体追踪 Object Tracking(计算机视觉)

 

Mutiple Object Tracking(MOT)