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Multi-Object Tracking Analysis

2021
In situ microscopes are capable of imaging the transient dynamics of material processes at the nano-scale spatial resolution. The resulting material images contain the structures of material objects that change over the course of a material process. If one is interested in knowing how a population of material objects is collectively evolved in their ...
Chiwoo Park, Yu Ding
openaire   +1 more source

Connected Component Model for Multi-Object Tracking

IEEE Transactions on Image Processing, 2016
In multi-object tracking, it is critical to explore the data associations by exploiting the temporal information from a sequence of frames rather than the information from the adjacent two frames. Since straightforwardly obtaining data associations from multi-frames is an NP-hard multi-dimensional assignment (MDA) problem, most existing methods solve ...
Zhenyu He 0001   +4 more
openaire   +3 more sources

Joint Detection and Online Multi-object Tracking

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2018
Most multiple object tracking methods rely on object detection methods in order to initialize new tracks and to update existing tracks. Although strongly interconnected, tracking and detection are usually addressed as separate building blocks. However both parts can benefit from each other, e.g.
Hilke Kieritz   +2 more
openaire   +1 more source

Sampling-Resilient Multi-Object Tracking

Proceedings of the AAAI Conference on Artificial Intelligence
Multi-Object Tracking (MOT) is a cornerstone operator for video surveillance applications. To enable real-time processing of large-scale live video streams, we study an interesting scenario called down-sampled MOT, which performs object tracking only on a small subset of video frames.
Zepeng Li 0002   +4 more
openaire   +1 more source

Multi-object tracking for horse racing

Information Sciences, 2023
Wing W. Y. Ng   +5 more
openaire   +1 more source

Relational Prior for Multi-Object Tracking

2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 2021
Artem Moskalev   +2 more
openaire   +1 more source

Machine Learning Methods for Data Association in Multi-Object Tracking

ACM Computing Surveys, 2021
Patrick Emami   +2 more
exaly  

Multi-Object Tracking with mmWave Radar: A Review

Electronics (Switzerland), 2023
André Pearce, J Andrew Zhang
exaly  

Online multi-object tracking using multi-function integration and tracking simulation training

Applied Intelligence, 2021
Jinlong Yang, Yubing Tong, Shuzhi Su
exaly  

JDAN: Joint Detection and Association Network for Real-Time Online Multi-Object Tracking

ACM Transactions on Multimedia Computing, Communications and Applications, 2023
Haidong Wang, Xuan He, Zhiyong Li
exaly  

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