資源簡介
一個簡單的基于HOG的行人檢測程序,MATLAB編寫,其中read me文
代碼片段和文件信息
%Matlab版HOG代碼
function?F?=?hogcalculator(img?cellpw?cellph?nblockw?nblockh...
????nthet?overlapissigned?normmethod);
%?HOG特征由Dalal在2005?cvpr?的一篇論文中提出
%?NORMMETHOD:重疊塊中的特征標準化函數的方法
%???????e為一個設定的很小的數使分母不為0
%???????v為標準化前的特征向量
%???????‘none‘?which?means?non-normalization;
%???????‘l1‘?which?means?L1-norm?normalization;?V=V/(V+e)
%???????‘l2‘?which?means?L2-norm?normalization;?V=V/根號(V平方+e平方)
%???????‘l1sqrt‘V=根號(V/(V+e))
%???????‘l2hys‘l2的省略形式。將V最大值限制為0.2
if?nargin?2
????%?在DALAL論文中指出的在rows:128*columns:64情況下的最佳值,設定為DEFAULT
????cellpw?=?8;
????cellph?=?8;
????nblockw?=?2;
????nblockh?=?2;
????nthet?=?9;
????overlap?=?0.5;
????issigned?=?‘unsigned‘;
????normmethod?=?‘l2hys‘;
else
????if?nargin?9
????????error(‘輸入參數不足.‘);
????end
end
[M?N?K]
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件???????42770??2011-10-30?21:59??hog?+svm\行人跟蹤\alpha.mat
?????文件?????????173??2011-10-30?21:59??hog?+svm\行人跟蹤\bias.mat
?????文件????????9572??2011-05-11?18:32??hog?+svm\行人跟蹤\HOG.m
?????文件????????3812??2014-12-24?16:33??hog?+svm\行人跟蹤\main.m
?????文件?????????290??2011-05-14?15:28??hog?+svm\行人跟蹤\myplot.m
?????文件?????????211??2011-11-04?16:42??hog?+svm\行人跟蹤\narrowarray.mat
?????文件????????1072??2011-10-30?22:46??hog?+svm\行人跟蹤\newSVM.m
?????文件?????????176??2011-10-30?21:59??hog?+svm\行人跟蹤\nsv.mat
?????文件??????234689??2011-05-12?14:43??hog?+svm\行人跟蹤\people0.png
?????文件????????1556??2011-05-15?15:42??hog?+svm\行人跟蹤\readimg2.m
?????文件?????????965??2011-10-28?21:50??hog?+svm\行人跟蹤\readneg.m
?????文件?????????983??2013-01-18?11:51??hog?+svm\行人跟蹤\readpos.asv
?????文件?????????984??2011-10-28?20:37??hog?+svm\行人跟蹤\readpos.m
?????文件?????1279012??2013-01-17?17:25??hog?+svm\行人跟蹤\testvector.mat
?????文件?????????815??2013-01-17?22:51??hog?+svm\行人跟蹤\TSVM.asv
?????文件?????????803??2013-01-17?22:54??hog?+svm\行人跟蹤\TSVM.m
?????文件??????234689??2011-05-12?14:43??hog?+svm\行人跟蹤\postive\people0.png
?????文件??????234689??2011-05-12?14:43??hog?+svm\行人跟蹤\postive\people0_2.png
?????文件??????234689??2011-05-12?14:43??hog?+svm\行人跟蹤\postive\people0_3.png
?????文件??????234689??2011-05-12?14:43??hog?+svm\行人跟蹤\postive\people0_4.png
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