資源簡介
本代碼對應(yīng)文獻(xiàn):Yingqian Wang, Jungang Yang, Yu Mo, Chao Xiao, and Wei An, "Disparity estimation for camera arrays using reliability guided disparity propagation," IEEE Access, vol. 6, no. 1, pp. 21840-21849, 2018. 本文采用了基于置信度傳播優(yōu)化的深度估計(jì)算法,在估計(jì)深度的同時評估置信度,并基于置信度對深度值進(jìn)行優(yōu)化,在稀疏化角度采樣以及弱紋理場景中可以取得較好的結(jié)果。隨代碼附上的是本課題小組在實(shí)驗(yàn)室拍攝的布娃娃場景制成的數(shù)據(jù)集。
代碼片段和文件信息
%%?Code?of?Paper?‘Disparity?Estimation?for?Camera?Arrays?using?RGDP‘
%%?Programmed?by?Yingqian?Wang?(email:?wangyingqian16@nudt.edu.cn)
%%?College?of?Electronic?Science?National?University?of?Defense?Technology?China
%%?TERMS?OF?USE?:?
%?Any?scientific?work?that?makes?use?of?our?code?should?appropriately?cite?our?ACCESS?paper.
%?For?commercial?use?please?contact?us.
?
%%?PAPER?TO?CITE:
%?Yingqian?Wang?Jungang?Yang?Yu?Mo?Chao?Xiao?and?Wei?An?
%?“Disparity?Estimation?for?Camera?Arrays?using?Reliability?Guided?Disparity?Propagation“
%?IEEE?Access?vol.?6?no.?1?pp.?21840-21849?2018.
?
%%?BIBTEX?TO?CITE:
%?@article{wang2018disparity
%???title={Disparity?Estimation?for?Camera?Arrays?using?Reliability?Guided?Disparity?Propagation}
%???author={Wang?Yingqian?and?Yang?Jungang?and?Xiao?Chao?and?An?Wei}
%???journal={IEEE?Access}
%???volume={6}
%???pages={21840-21849}
%???year={2018}
%???publisher={IEEE}
%?}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
clear?all
clc
%%?read?the?input?and?form?the?Light?Field
path?=?‘Dolls‘;
%path?=?‘../data/Set/‘;
files?=?dir(fullfile(?path‘*.png‘));
M=?length(files);?%?total?number?of?sub-images
m?=?sqrt(M);?%?size?of?the?camera?array?e.g.?m=5?for?a?5*5?camera?array
slope_begin?=?0;?slope_end?=?2.5;?%slope?range?of?scene?Dolls
depth_res?=?50;?%depth?resolution?i.e.?the?total?number?of?depth?layers
SLOPE?=?linspace(slope_begin?slope_end?depth_res);
threshold?=?0.5;?%?threshold?in?equation?(9)
for?u?=?1?:?m
????for?v?=?1?:?m
????????k?=?(u-1)*m+v;
????????I?=?imread([path‘\‘files(k).name]);
????????%I?=?imread([path‘/‘files(k).name]);
????????I?=?imresize(I?0.5);???%downsample?the?sub-images?for?acceleration
????????Image(::k)?=rgb2gray(I);??%use?gray-scale?image?for?disparity?estimation????????
????end
end
%%?Disparity?Estimation?%%
[Disparity?Reliability]?=?local_dispt_estm(Image?SLOPE?threshold);???%estimate?the?local?disparity?and?reliability
Final_Disparity?=?RGDP_optm(Disparity?Reliability);????%RGDP?optimization
%%?Output?%%
figure;?imagesc(Final_Disparity);?title(‘Wang?et?al.‘);
saveas(gcf?‘Dolls.png‘)
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件???????2191??2018-05-25?22:04??Wang2018disparity\Demo_run.m
?????文件??????99250??2018-05-25?21:47??Wang2018disparity\Disparity.png
?????文件????1209477??2017-11-01?10:04??Wang2018disparity\Dolls\01.png
?????文件????1204683??2017-11-01?10:04??Wang2018disparity\Dolls\02.png
?????文件????1204449??2017-11-01?10:03??Wang2018disparity\Dolls\03.png
?????文件????1206654??2017-11-01?10:03??Wang2018disparity\Dolls\04.png
?????文件????1205894??2017-11-01?10:03??Wang2018disparity\Dolls\05.png
?????文件????1213341??2017-11-01?10:04??Wang2018disparity\Dolls\06.png
?????文件????1204741??2017-11-01?10:04??Wang2018disparity\Dolls\07.png
?????文件????1206036??2017-11-01?10:03??Wang2018disparity\Dolls\08.png
?????文件????1208960??2017-11-01?10:03??Wang2018disparity\Dolls\09.png
?????文件????1210602??2017-11-01?10:03??Wang2018disparity\Dolls\10.png
?????文件????1213622??2017-11-01?10:04??Wang2018disparity\Dolls\11.png
?????文件????1216483??2017-11-01?10:04??Wang2018disparity\Dolls\12.png
?????文件????1215311??2017-11-01?10:03??Wang2018disparity\Dolls\13.png
?????文件????1214685??2017-11-01?10:03??Wang2018disparity\Dolls\14.png
?????文件????1206694??2017-11-01?10:03??Wang2018disparity\Dolls\15.png
?????文件????1206866??2017-11-01?10:04??Wang2018disparity\Dolls\16.png
?????文件????1219829??2017-11-01?10:04??Wang2018disparity\Dolls\17.png
?????文件????1211543??2017-11-01?10:03??Wang2018disparity\Dolls\18.png
?????文件????1206899??2017-11-01?10:03??Wang2018disparity\Dolls\19.png
?????文件????1207945??2017-11-01?10:03??Wang2018disparity\Dolls\20.png
?????文件????1215991??2017-11-01?10:04??Wang2018disparity\Dolls\21.png
?????文件????1214072??2017-11-01?10:03??Wang2018disparity\Dolls\22.png
?????文件????1213628??2017-11-01?10:03??Wang2018disparity\Dolls\23.png
?????文件????1211279??2017-11-01?10:03??Wang2018disparity\Dolls\24.png
?????文件????1206616??2017-11-01?10:03??Wang2018disparity\Dolls\25.png
?????文件?????102181??2018-05-25?22:05??Wang2018disparity\Dolls.png
?????文件????????319??2018-05-25?11:27??Wang2018disparity\getD.m
?????文件????????390??2018-05-25?09:50??Wang2018disparity\ImWarp.m
............此處省略11個文件信息
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