Virtual Worlds as Proxy for Multi-Object Tracking Analysis
- arxiv: http://arxiv.org/abs/1605.06457
- dataset(Virtual KITTI): http://www.xrce.xerox.com/Research-Development/Computer-Vision/Proxy-Virtual-Worlds
Multi-Person Tracking by Multicut and Deep Matching
Multi-Class Multi-Object Tracking using Changing Point Detection
- intro: changing point detection, entity transition, object detection from video, convolutional neural network
- arxiv: http://arxiv.org/abs/1608.08434
POI: Multiple Object Tracking with High Performance Detection and Appearance Feature
- intro: ECCV workshop BMTT 2016. Sensetime
- arxiv: https://arxiv.org/abs/1610.06136
Simple Online and Realtime Tracking with a Deep Association Metric
Deep Network Flow for Multi-Object Tracking
- intro: CVPR 2017
- arxiv: https://arxiv.org/abs/1706.08482
Online Multi-Object Tracking Using CNN-based Single Object Tracker with Spatial-Temporal Attention Mechanism
https://arxiv.org/abs/1708.02843
Recurrent Autoregressive Networks for Online Multi-Object Tracking
https://arxiv.org/abs/1711.02741
SOT for MOT
- intro: Tsinghua University & Megvii Inc. (Face++)
- arxiv: https://arxiv.org/abs/1712.01059
Multiple Target Tracking by Learning Feature Representation and Distance Metric Jointly
https://arxiv.org/abs/1802.03252
Tracking Noisy Targets: A Review of Recent Object Tracking Approaches
https://arxiv.org/abs/1802.03098
Machine Learning Methods for Solving Assignment Problems in Multi-Target Tracking
- intro: University of Florida
- arxiv: https://arxiv.org/abs/1802.06897
