資源簡介
本代碼建立高斯混合模型(高斯多模型)(GMM),將其用于計算機視覺領域的視頻目標檢測/視頻監控/運動檢測/運動目標檢測/視頻目標跟蹤等相關應用中。
代碼片段和文件信息
%?The?program?needs?some?other?files:
%?update_mixture_params.m
%?segment_image.m
%?foreground_objects.m
%?mixture_parameters.m
global?HEIGHT?WIDTH?D?C;
video?=?input(‘Please?input?the?path?of?the?video:?‘‘s‘);?%?input?the?path?of?the?video
movie?=?mmreader(video?‘tag‘?‘myreader1‘);
DO_CHROMATICITY?=?input(‘Do?you?want?to?change?RGB?to?Chromaticity??YES?:?1?;?NO?:?0‘?‘s‘);
DO_CHROMATICITY?=?str2num(DO_CHROMATICITY);
save_picture?=?input(‘Have?you?built?up?a?document?and?being?ready?to?save?the?experimental?results??YES?:?1?NO?:?0?:?‘?‘s‘);
save_picture?=?str2num(save_picture);
T?=?get(movie?‘numberOfframes‘);
WIDTH?=?movie.Width;
HEIGHT?=?movie.Height;
C?=?3;
D?=?WIDTH?*?HEIGHT;
mixparam?=?mixture_parameters();?%?mixture_parameters?contains?all?the?parameters?used?in?the
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件???????4285??2010-04-23?10:19??GMM_高斯多模型_高斯混合模型\mixture_parameters.m
?????文件???????5853??2007-07-24?22:47??GMM_高斯多模型_高斯混合模型\update_mixture_params.m
?????文件???????3468??2007-03-08?22:01??GMM_高斯多模型_高斯混合模型\segment_image.m
?????文件???????1460??2007-03-08?19:41??GMM_高斯多模型_高斯混合模型\foreground_ob
?????文件???????4472??2007-06-20?23:58??GMM_高斯多模型_高斯混合模型\display_result.m
?????文件???????1617??2010-04-20?07:57??GMM_高斯多模型_高斯混合模型\load_data.m
?????文件????????851??2007-02-04?03:14??GMM_高斯多模型_高斯混合模型\best_background_image.m
?????文件???????6242??2010-04-23?15:51??GMM_高斯多模型_高斯混合模型\GMM_images.m
?????文件???????6399??2010-04-23?15:03??GMM_高斯多模型_高斯混合模型\GMM_video.m
?????文件???????3196??2010-04-23?19:28??GMM_高斯多模型_高斯混合模型\fr
?????文件???????3285??2010-04-23?19:34??GMM_高斯多模型_高斯混合模型\adaptive_video.m
?????目錄??????????0??2010-04-20?00:46??GMM_高斯多模型_高斯混合模型
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????????????????41128????????????????????12
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