Browse > Computer Vision > Object Tracking > Online Multi-Object Tracking

Online Multi-Object Tracking

6 papers with code · Computer Vision
Subtask of Object Tracking

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Joint Monocular 3D Vehicle Detection and Tracking

26 Nov 2018ucbdrive/3d-vehicle-tracking

The framework can not only associate detections of vehicles in motion over time, but also estimate their complete 3D bounding box information from a sequence of 2D images captured on a moving platform.

3D OBJECT DETECTION 3D POSE ESTIMATION AUTONOMOUS VEHICLES MULTIPLE OBJECT TRACKING ONLINE MULTI-OBJECT TRACKING TRAJECTORY PREDICTION

Beyond Pixels: Leveraging Geometry and Shape Cues for Online Multi-Object Tracking

26 Feb 2018JunaidCS032/MOTBeyondPixels

This paper introduces geometry and object shape and pose costs for multi-object tracking in urban driving scenarios.

MULTI-OBJECT TRACKING ONLINE MULTI-OBJECT TRACKING

Tracking by Animation: Unsupervised Learning of Multi-Object Attentive Trackers

CVPR 2019 zhen-he/tracking-by-animation

To achieve both label-free and end-to-end learning of MOT, we propose a Tracking-by-Animation framework, where a differentiable neural model first tracks objects from input frames and then animates these objects into reconstructed frames.

MULTI-OBJECT TRACKING ONLINE MULTI-OBJECT TRACKING

Tracking by Animation: Unsupervised Learning of Multi-Object Attentive Trackers

CVPR 2019 zhen-he/tracking-by-animation

To achieve both label-free and end-to-end learning of MOT, we propose a Tracking-by-Animation framework, where a differentiable neural model first tracks objects from input frames and then animates these objects into reconstructed frames.

MULTI-OBJECT TRACKING ONLINE MULTI-OBJECT TRACKING

Online Multi-Object Tracking with Dual Matching Attention Networks

ECCV 2018 jizhu1023/DMAN_MOT

In this paper, we propose an online Multi-Object Tracking (MOT) approach which integrates the merits of single object tracking and data association methods in a unified framework to handle noisy detections and frequent interactions between targets.

MULTI-OBJECT TRACKING ONLINE MULTI-OBJECT TRACKING