Multiple object tracking

In psychology and neuroscience, multiple object tracking (MOT) refers to the ability of humans and other animals to simultaneously monitor multiple objects as they move. It is also the term for certain laboratory techniques used to study this ability.

In an MOT study, several identical moving objects are presented on a display. Some of the objects are designated as targets while the rest serve as 'distractors'. The study participants try to monitor the changing positions of the targets as they and the distractions move about. At the end of the trial, typically the participants are asked to indicate the final positions of the targets.

The results of MOT experiments have revealed limitations on humans' ability to simultaneously monitor multiple moving objects. For example, awareness of features such as color and shape is disrupted by the objects' movement.

Categories

• Towards-Realtime-MOT
• MOTIP - Multiple Object Tracking as ID Prediction
• Towards Real-Time Multi-Object Tracking
• ReIdentificationNet

3D Multi-Object Tracking

• [추천] 3D Multi-Object Tracking | Papers With Code - SOTA!
  • https://paperswithcode.com/sota/3d-multi-object-tracking-on-nuscenes
• DeepStream Single-View 3D Tracking (SV3DT)
• Fast-Poly
• Poly-MOT
• EagerMOT
• HyDRa
• SimpleTrack
• VoxelNeXt
• StreamPETR-Large
• SimpleTrack - Understanding and Rethinking 3D Multi-object Tracking
• Offline Tracking with Object Permanence

Datasets

• nuScenes
• KITTI
• nuscenes Camera-Radar
• Waymo Open Dataset
• nuScenes LiDAR only
• nuScenes Camera Only

See also

• Motion estimation (Object Tracking)
• SLAM

Favorite site

• Multiple object tracking - Wikipedia
• [추천] Multi-Object Tracking | Papers With Code - SOTA 확인