資源簡介
2012年CVPR上備受關注的一篇快速的顯著性檢測文章:Saliency Filters: Contrast Based Filtering for Salient Region Detection的代碼現在可以在第二作者 Philipp Kr?henbühl 的個人主頁上下載了。
修改了代碼的一些錯誤,需要搭建好opencv平臺,直接編譯即可。

代碼片段和文件信息
/*
????Copyright?(c)?2012?Philipp?Kr?henbühl
????All?rights?reserved.
????Redistribution?and?use?in?source?and?binary?forms?with?or?without
????modification?are?permitted?provided?that?the?following?conditions?are?met:
????????*?Redistributions?of?source?code?must?retain?the?above?copyright
????????notice?this?list?of?conditions?and?the?following?disclaimer.
????????*?Redistributions?in?binary?form?must?reproduce?the?above?copyright
????????notice?this?list?of?conditions?and?the?following?disclaimer?in?the
????????documentation?and/or?other?materials?provided?with?the?distribution.
????????*?Neither?the?name?of?the?Stanford?University?nor?the
????????names?of?its?contributors?may?be?used?to?endorse?or?promote?products
????????derived?from?this?software?without?specific?prior?written?permission.
????THIS?SOFTWARE?IS?PROVIDED?BY?Philipp?Kr?henbühl?‘‘AS?IS‘‘?AND?ANY
????EXPRESS?OR?IMPLIED?WARRANTIES?INCLUDING?BUT?NOT?LIMITED?TO?THE?IMPLIED
????WARRANTIES?OF?MERCHANTABILITY?AND?FITNESS?FOR?A?PARTICULAR?PURPOSE?ARE
????DISCLAIMED.?IN?NO?EVENT?SHALL?Philipp?Kr?henbühl?BE?LIABLE?FOR?ANY
????DIRECT?INDIRECT?INCIDENTAL?SPECIAL?EXEMPLARY?OR?CONSEQUENTIAL?DAMAGES
????(INCLUDING?BUT?NOT?LIMITED?TO?PROCUREMENT?OF?SUBSTITUTE?GOODS?OR?SERVICES;
????LOSS?OF?USE?DATA?OR?PROFITS;?OR?BUSINESS?INTERRUPTION)?HOWEVER?CAUSED?AND
????ON?ANY?THEORY?OF?LIABILITY?WHETHER?IN?CONTRACT?STRICT?LIABILITY?OR?TORT
????(INCLUDING?NEGLIGENCE?OR?OTHERWISE)?ARISING?IN?ANY?WAY?OUT?OF?THE?USE?OF?THIS
????SOFTWARE?EVEN?IF?ADVISED?OF?THE?POSSIBILITY?OF?SUCH?DAMAGE.
*/
#include?“saliency/saliency.h“
#include?
#include?
#include?
#include?
#include?
//?Uncomment?of?you?want?to?plot?a?precision-recall?curve
//?#define?PLOT
#ifdef?PLOT
#include?“gnuplot_i.hpp“
#endif
#ifdef?USE_TBB
#include?
#include?
#endif
const?std::string?ground_truth_path?=?“data/gt/“;
const?std::string?dataset_path?=?“data/images/“;
//?Is?the?pr?curve?normalize?by?the?image?size?(larger?images?count?as?much?as?smaller?ones)
const?int?N_BINS?=?256;?//?Number?of?bins?for?the?PR?curve
const?double?F_BETA2?=?0.3;?//?Beta^2?for?the?f-measure
class?Dataset{
std::vector?im_?gt_?name_;
public:
Dataset(){
DIR?*dp?=?opendir(?ground_truth_path.c_str()?);?
for(?dirent?*dirp?=?readdir(dp);?dirp?!=?NULL;?dirp?=?readdir(dp)?)?{
std::string?name?=?dirp->d_name;
if?(?name.length()?>?3?&&?name.substr(?name.size()-3?)?==?“bmp“?)?{
std::string?jpgname?=?name.substr(?0?name.size()-3?)?+?“jpg“;
gt_.push_back(?ground_truth_path?+?“/“?+?name?);
im_.push_back(?dataset_path?+?“/“?+?jpgname?);
name_.push_back(?name.substr(?0?name.size()-4?)?);
}
}
closedir(dp);
}
int?size()?const?{
return?gt_.size();
}
Mat_?gt(?int?i?)?const?{
Mat?im?=?imread(?gt_[i]?0?);
Mat_?r;
//?Make?the?saliency?mask?binary?as?it?should?be!!
Mat(im?>?127).convertTo(?r?CV_32F
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件????????7404??2012-11-09?09:08??evaluate.cpp
?????目錄???????????0??2013-08-06?21:25??filter\
?????文件??????????51??2012-11-09?09:08??filter\CMakeLists.txt
?????文件????????2718??2012-11-09?09:08??filter\filter.cpp
?????文件????????2395??2012-11-09?09:08??filter\filter.h
?????文件????????1610??2012-11-09?09:08??filter\permutohedral.cpp
?????文件???????23323??2013-08-06?22:45??filter\permutohedral.h
?????文件???????59428??2012-11-09?09:08??gnuplot_i.hpp
?????目錄???????????0??2013-08-06?21:25??saliency\
?????文件??????????89??2012-11-09?09:08??saliency\CMakeLists.txt
?????文件????????4197??2012-11-09?09:08??saliency\fastmath.h
?????文件????????9623??2013-08-08?22:00??saliency\saliency.cpp
?????文件????????3483??2013-08-06?21:37??saliency\saliency.h
?????文件????????2305??2012-11-09?09:08??saliency\sse_defs.h
?????目錄???????????0??2013-08-06?21:25??superpixel\
?????文件??????????92??2012-11-09?09:08??superpixel\CMakeLists.txt
?????文件????????9621??2013-08-06?21:59??superpixel\superpixel.cpp
?????文件????????2897??2013-08-06?21:49??superpixel\superpixel.h
?????文件????????2256??2013-08-07?19:15??test_saliency.cpp
?????文件????????2230??2012-11-09?09:08??test_superpixel.cpp
- 上一篇:以太網無緣光網絡中關于動態帶寬分配算法的介紹
- 下一篇:分布式數據庫PPT課件
評論
共有 條評論