camshiftKalman
==============
An object tracking project using camshift and Kalman Filter based on OpenCV.
I implement this object tracking algorithm using camshift and Kalman Filter. Three features, hue,saturation and rotation invariant Local Binary Pattern, are used to model the tracking object. Kalman Filter is employed to smooth the motion trajectory and predict the next position when the object is occluded.
Requirements
================
> - OpenCV(http://opencv.org/)
Usage
================
For linux :
```
./camShiftKalman -m option -t option -v option
```
For windows :
```
(using cmd change directory to camShiftKalman)
cd path/to/this/drorectory
camShiftKalman -m option -t option -v option
```
Detail usage :
```
-m, --useMouse=[true] how to choose object to track
-t, --featureType=[0] 0 -- HUE
1 -- SATURATION_HUE (need to implement)
2 -- LBP_HUE (need to implement)
3 -- LBP_SATURATION_HUE
-v, --videoName the video to track
```
Screenshot
=============
only show result on one video
![t1](screenshot/tracking_1.PNG)
![t2](screenshot/tracking_2.PNG)
![t3](screenshot/tracking_3.PNG)
If we choose another object
![t4](screenshot/tracking_4.PNG)
when the obejct can not be captured
![t5](screenshot/tracking_5.PNG)
when the object appears again
![t5](screenshot/tracking_6.PNG)
<!--
Contact
=============
If you any questions about this project, please contact me directly.
E-mail : chengshaoguang1291@gmail.com
From Northwestern Polytechnical University.
-->
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camshiftKalman:基于OpenCV使用camshift和卡尔曼滤波器的物体跟踪项目
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2021-06-01
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卡尔曼 基于 OpenCV 的使用 camshift 和卡尔曼滤波器的对象跟踪项目。 我使用 camshift 和卡尔曼滤波器实现了这个对象跟踪算法。 三个特征,色调,饱和度和旋转不变局部二进制模式,用于对跟踪对象进行建模。 卡尔曼滤波器用于平滑运动轨迹并在物体被遮挡时预测下一个位置。 要求 OpenCV( ) 用法 对于 linux : ./camShiftKalman -m option -t option -v option 对于窗户: (using cmd change directory to camShiftKalman) cd path/to/this/drorectory camShiftKalman -m option -t option -v option 详细用法: -m, --useMouse=[true] how to choose obj
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camshiftKalman:基于OpenCV使用camshift和卡尔曼滤波器的物体跟踪项目 (236个子文件)
Vid_F_person_fully_occluded.avi 4.94MB
color.avi 2.02MB
camShiftKalman 101KB
camshiftkalman.cpp 12KB
main.cpp 3KB
LBP.cpp 3KB
util.cpp 1KB
test.cpp 1KB
doxygen.css 20KB
search.css 4KB
tabs.css 1KB
opencv_ffmpeg249.dll 10.05MB
opencv_core249.dll 1.94MB
opencv_highgui249.dll 1.86MB
opencv_imgproc249.dll 1.81MB
msvcr90d.dll 1.13MB
kernel32.dll 1.1MB
msvcp90d.dll 849KB
msvcr100.dll 756KB
opencv_objdetect249.dll 667KB
msvcr90.dll 641KB
msvcp90.dll 556KB
opencv_videostab249.dll 516KB
msvcp100.dll 411KB
opencv_video249.dll 345KB
msvcm90d.dll 305KB
msvcm90.dll 220KB
vcomp90d.dll 90KB
vcomp90.dll 53KB
Doxyfile 79KB
Doxyfile_template 1007B
camshiftKalman.exe 53KB
camShift.h 8KB
camshiftkalman.h 3KB
LBP.h 1KB
util.h 1KB
test.h 265B
classcamShiftKalman.html 39KB
camShift_8h_source.html 39KB
camshiftkalman_8h_source.html 19KB
classcamShiftKalman-members.html 13KB
camShift_8h.html 12KB
util_8h.html 12KB
main_8cpp.html 12KB
LBP_8h.html 12KB
LBP_8h_source.html 12KB
globals.html 11KB
functions.html 11KB
util_8cpp.html 11KB
util_8h_source.html 9KB
LBP_8cpp.html 9KB
camshiftkalman_8h.html 8KB
camshiftkalman_8cpp.html 8KB
test_8cpp.html 8KB
globals_func.html 8KB
test_8h.html 7KB
files.html 7KB
functions_vars.html 7KB
functions_func.html 7KB
test_8h_source.html 6KB
globals_eval.html 6KB
globals_vars.html 6KB
classes.html 5KB
globals_defs.html 5KB
annotated.html 5KB
globals_enum.html 5KB
index.html 4KB
enumvalues_73.html 1019B
enumvalues_68.html 1019B
enumvalues_6c.html 1019B
functions_63.html 1018B
variables_77.html 1018B
variables_74.html 1018B
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functions_7e.html 1018B
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functions_64.html 1018B
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functions_72.html 1018B
functions_6d.html 1018B
functions_69.html 1018B
variables_6b.html 1018B
functions_6e.html 1018B
defines_64.html 1016B
classes_63.html 1016B
files_63.html 1014B
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