Detailed explanation of single-target tracing algorithm program of TLD -- OpenTLD Code; tld -- opentld
Principle of TLD algorithm: http://www.cnblogs.com/liuyihai/p/8306419.html
OpenTLD source code: https://github.com/zk00006/OpenTLD
Code explanation:
1. TLD code Summary: from the main () function, analysis of
Official spring-MVN deployment example, built using MavenUse MVN Eclipse: cleanMVN Eclipse: eclipse-dwtpversion = 1.0 Build. during deployment, it is found that the jar is not copied to the corresponding place. Therefore, right-click the project, properties, and deployment assembly,Add-"Java buildpath entrys select the jar package of Maven and then deploy it without errors. However, after entering the address, the following error occurs:Unable to read TLD
is believed to have been tried by many people, and many people complain about the real-time performance. In addition, some parameters must be tuned to their videos.
In comparison, he prefers the compressive tracking of Kaihua Zhang on eccv this year: the theory is profound (joke), and the source code is simple and scary. It is also the best tracking effect in the off-the-shelf tracker that I have tried so far. No parameter is required. It is absolutely real-time-there are so few
Objective:Original address: http://www.cnblogs.com/lxy2017/p/3927456.htmlBrief introduction:Original: http://blog.csdn.net/mysniper11/article/details/8726649Video Introduction Website: http://www.cvchina.info/2011/04/05/tracking-learning-detection/TLD (tracking-learning-detection) is a new single-target long term Tracking tracking algorithm presented by Zdenek Kalal, a Czech PhD student at the University of Surrey, UK, during his doctoral degree. The
SummaryThis paper studies the long-term tracking problem of unknown target in video stream. In the first frame, the tracking target is defined by the selected location and size. In each of the following frames, the tracking task is to determine the location and size of the target or to indicate that the target does not exist. We propose a novel tracking framework (TLD) that explicitly decomposes long-term tracking tasks into tracking, learning, and de
1. Label Encapsulation of Java code implemented in a manner similar to HTML tags . First: The technical standard for developing labels--- custom labels is formed. Second: the Java Standard tag library (a collection of a series of tags developed by sun itself)Jstl, and the expression language EL. 2. Custom Labels (1) Understanding:you can allow users to develop their own label specifications according to their own needs. Popular: In JSP pages , the operation of Java code is encapsulated with a si
Analysis of TLD Visual Tracking Technology
In the monitoring of urban rail transit, the intelligent video analysis technology once experienced great challenges. However, due to the complicated monitoring environment of urban rail transit, it not only has a large area, long perimeter, multiple platforms, multiple entrances and exits, numerous fences, and other related equipment. This complex environment brings many difficulties to Intelligent Analysis.
Simple collation of the next, there are all, good chaos ...
TLD is the abbreviation of an algorithm, which is called tracking-learning-detection by the original author.
Author website Link: http://personal.ee.surrey.ac.uk/Personal/Z.Kalal/
Paper:
(1) tracking-learning-detection
(2) Forward-backward Error Automatic Detection of Tracking failures
(3) Online learning of robust object detectors during unstable tracking
Source Code Resources:
1. Original a
Source: TLD Vision Tracking algorithmTLD algorithm good one, here is a video, the author shows the effect of the algorithm, http://www.56.com/u83/v_NTk3Mzc1NTI.html. Below this CSDN blog has someone to do the related summary, feel very good, collection! Here is a compressive tracking URL, the code provided is very small, but real-time is very good, matlab code down can be used.The following blog post is transferred from: http://blog.csdn.net/windtalke
Transferred from: http://blog.csdn.net/zouxy09/article/details/7893026
From the main () function, analyze the entire TLD operation as follows:8 stages(This is just an analysis of the work process, all the annotated Code see blog update)1, the analysis program runs the command line parameter;./run_tld-p. /parameters.yml-s. /datasets/06_car/car.mpg-b. /datasets/06_car/init.txt–r
2, read into the initialization parameters (variables in the program) file
Recently do a tree-shaped structure of the display, request the target page, the background only return a simple list, although there is a desire to do some work in the JSP page simplification, but too cumbersome, other tags can not meet the needs, so can only do one by themselves. Using TLD tags simplifies JSP code and can be reused later, so for these two benefits, using a custom TLD tag is a good choice.
TLD Vision Tracking algorithmTLD algorithm good one, here is a video, the author shows the effect of the algorithm, http://www.56.com/u83/v_NTk3Mzc1NTI.html. Below this CSDN blog has someone to do the related summary, feel very good, collection! Here is a compressive tracking URL, the code provided is very small, but real-time is very good, matlab code down can be used.The following blog post is transferred from: http://blog.csdn.net/windtalkersm/arti
Recently do a tree-shaped structure of the display, request the target page, the background only return a simple list, although there is a desire to do some work in the JSP page simplification, but too cumbersome, other tags can not meet the needs, so can only do one by themselves. Using TLD tags simplifies JSP code and can be reused later, so for these two benefits, using a custom TLD tag is a good choice.
Main () function Analysis
Reference post: http://blog.csdn.net/zouxy09/article/details/7893056
From the main () function, analysis of the entire TLD operation process is as follows: 1, the analysis of the command line parameters of the program run;
./run_tld-p. /parameters.yml-s. /datasets/06_car/car.mpg-b. /datasets/06_car/init.txt–r 2, read into the initialization parameters (variables in the program) file Parameters.yml 3. Specify the bounding of
As the name implies, the TLD algorithm consists of three modules: tracer (Tracker), detector (detector), and machine learning (learning).For video tracking, there are two commonly used methods, one is to use the tracker based on the position of the object in the previous frame to predict its position in the next frame, but this will accumulate errors, and once the object disappears in the image, the tracker will be permanently invalidated, even if the
TLD is the abbreviation of taglib descriptionThe last piece in the custom label puzzle is the TLD (Tag library descriptor) file. Each tag you create must be declared in a TLD file, and this file must be deployed along with the Java processor class for the tag. As seen in the previous section, the servlet container knows where to place the
Transfer from http://blog.csdn.net/app_12062011/article/details/52277159
TLD (tracking-learning-detection) is a new single-target long term Tracking tracking algorithm presented by a Czech PhD student at the University of Surrey in the UK during his doctoral degree. The significant difference between the algorithm and the traditional tracking algorithm is that the traditional tracking algorithm and the traditional detection algorithm can be used to so
I recently met several friends who sent me a message on this site asking me to learn about TLD.AlgorithmWell, I understand the TLD algorithm has been written in my blog (http://blog.csdn.net/carson2005/article/details/7647500), but some places may be unclear, understanding is not thorough. As a result, some people still do not quite understand it. So, if you really want to go deep into the principle of TLD
The reason why the TLD algorithm is used is that it is classic enough, involves a wide range of topics, and references are classic enough. Haha, the original author is already preparing for a company. At the beginning, I started learning from it, gradually expanded it, wrote it down, and gave it to beginners for a little reference.
TLD code is open-source. You can select any object from the camera or test
Transferred from:Http://blog.csdn.net/carson2005/article/details/7647500
TLD(Tracking-Learning-detection) is a new single-target long-term (Long term tracking) TrackingAlgorithm. This algorithm is significantly different from the traditional tracking algorithm in that it combines the traditional tracking algorithm with the traditional detection algorithm to solve the deformation and partial occlusion of the tracked object during the tracking process
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