Tracking and Detection: With Machine Learning

Tracking-Learning-Detection

https://ieeexplore.ieee.org/abstract/document/6104061

Learning to identify and track faces in image sequences

https://ieeexplore.ieee.org/abstract/document/670958

Target Tracking Using Machine Learning and Kalman Filter in Wireless Sensor Networks

https://ieeexplore.ieee.org/abstract/document/6841003

Multivariate Relevance Vector Machines for Tracking

https://link.springer.com/chapter/10.1007/11744078_10

Pose estimation and tracking using multivariate regression

https://www.sciencedirect.com/science/article/abs/pii/S0167865508000573

Long-Term Correlation Tracking

http://openaccess.thecvf.com/content_cvpr_2015/html/Ma_Long-Term_Correlation_Tracking_2015_CVPR_paper.html

Learning-based approach to real time tracking and analysis of faces

https://ieeexplore.ieee.org/abstract/document/840618

Online learning of probabilistic appearance manifolds for video-based recognition and tracking

https://ieeexplore.ieee.org/abstract/document/1467356

Robust tracking via patch-based appearance model and local background estimation

https://www.sciencedirect.com/science/article/abs/pii/S0925231213007790

An Improved Adaptive Background Mixture Model for Real-time Tracking with Shadow Detection

https://link.springer.com/chapter/10.1007/978-1-4615-0913-4_11

Deep Learning based Estimation of Weaving Target Maneuvers

https://arxiv.org/pdf/1806.06913.pdf

A Deep Learning Approach to Position Estimation from Channel Impulse Responses

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6427749/

An Overview of Human Pose Estimation with Deep Learning

https://www.kdnuggets.com/2019/06/human-pose-estimation-deep-learning.html

Visual object tracking

https://www.coursera.org/lecture/deep-learning-in-computer-vision/visual-object-tracking-KcPB8

Deep Learning for Moving Object Detection and Tracking from a Single Camera in Unmanned Aerial Vehicles (UAVs)

https://engineering.purdue.edu/~bouman/publications/orig-pdf/eia-2018.pdf

Target Tracking Using Machine Learning and Kalman Filter in Wireless Sensor Networks

https://ieeexplore.ieee.org/document/6841003

People Detection, Pose Estimation and Tracking

https://www.mpi-inf.mpg.de/departments/computer-vision-and-machine-learning/research/people-detection-pose-estimation-and-tracking/

Monocular 3D Pose Estimation and Tracking by Detection

https://www.mpi-inf.mpg.de/departments/computer-vision-and-machine-learning/research/people-detection-pose-estimation-and-tracking/monocular-3d-pose-estimation-and-tracking-by-detection/

Formant estimation and tracking: A deep learning approach

https://asa.scitation.org/doi/10.1121/1.5088048

Deep learning powers a motion-tracking revolution

https://www.nature.com/articles/d41586-019-02942-5

Deep Reinforcement Learning for Subpixel Neural Tracking

http://proceedings.mlr.press/v102/dai19a/dai19a.pdf

Tracking and Motion Estimation

https://www.mathworks.com/help/vision/tracking-and-motion-estimation.html

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Sayed Ahmed

BSc. Eng. in Comp. Sc. & Eng. (BUET)
MSc. in Comp. Sc. (U of Manitoba, Canada)
MSc. in Data Science and Analytics (Ryerson University, Canada)
Linkedin: https://ca.linkedin.com/in/sayedjustetc

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