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Human tracking
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Human tracking in video, matlab program, can be run directly, has converted the video into image sequences, using Kalman filter
gbyzzj 0 0
1
Multi target tracking, opencv + vs
4.0
Firstly, the background difference is used to complete the target extraction, and the related information of the moving target is put into the linked list. The multi-target tracking is completed through the frame difference, so as to achieve the real-time requirements The related information of the moving target is stored in the structure, on this basis, we can judge the basic framework of the target's action behavior tracking, which is written in OpenCV. Using the background difference, the centroid method can track multiple targets, and assign the ID number, record the action track, which can be used for vehicles and roads, etc. you can refer to learning, the effect needs to be improved, and different videos will have different effects.
gbyzzj 7 0
1
Abnormal Detection using NNMF on MIT video surveil
no vote
% Abnormal Detection using NNMF on MIT video surveillance dataset% updated: 01 July 2016% Dr Vu Nguyen, v. nguyen@deakin.edu.au% reference: % Bayesian Nonparametric Approaches to Abnormality Detection in Video Surveillance. Nguyen, V., Phung, D., Pham, D. S., & Venkatesh, S In Annals of Data Science, pp 1-21, 2015.% Interactive Browsing System for Anomaly Video Surveillance. T.V. Nguyen, D. Phung, S. K. Gupta, and S Venkatesh In IEEE Eighth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), pp 384-389, 2013.% The data has been preprocessed for background subtraction. (see script script_ extract_ feature.m)% In the paper, we use Bayesian Nonparametric Factor Analysis which identifies K=40 hidden patterns from the data. However the posterior% inference is slow. Thus, here we use the built-in function nnmf from Matlab for optimizing speed.
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Human action recognition
no vote
Human action recognition using c++ and the OpenCV development, there are several identification methods, recommended collection-Human movement recognition, using a c++ and OpenCV development, there are a variety of identification methods, the proposed collection of
gbyzzj 2 0
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