function?on2?=?Align（MOVINGFIXED）
%?This?function?can?be?used?to?image?registration?該函數可用于圖像配準
%?moving?is?image?A?fixed?is?image?B?
%?type?is?the?method?used
%?type?‘no‘do?not?use?image?registration?
%?type?‘auto‘?use?the?automatic?image?registration.
%?type?‘user‘?use?the?user?defined?control?points?to?registration

????????%??registerImages??Register?grayscale?images?using?auto-generated?code?from?Registration?Estimator?app.
????????%??[MOVINGREG]?=?registerImages（MOVINGFIXED）?Register?grayscale?images
????????%??MOVING?and?FIXED?using?auto-generated?code?from?the?Registration
????????%??Estimator?App.?The?values?for?all?registration?parameters?were?set
????????%??interactively?in?the?App?and?result?in?the?registered?image?stored?in?the


????????%-----------------------------------------------------------


????????%?Feature-based?techniques?require?license?to?Computer?Vision?System?Toolbox
????????%?基于特征的技術需要計算機視覺系統工具箱的許可
????????checkLicense（）

????????%?Default?spatial?referencing?objects?默認空間引用對象
????????fixedRefObj?=?imref2d（size（FIXED））;
????????movingRefObj?=?imref2d（size（MOVING））;

????????%?Detect?SURF?features?檢測SURF特征并返回SURFPoints對象
????????fixedPoints?=?detectSURFFeatures（FIXED‘MetricThreshold‘750.000000‘NumOctaves‘3‘NumScaleLevels‘5）;
????????movingPoints?=?detectSURFFeatures（MOVING‘MetricThreshold‘750.000000‘NumOctaves‘3‘NumScaleLevels‘5）;

????????%?Extract?features?特征提取
????????[fixedFeaturesfixedValidPoints]?=?extractFeatures（FIXEDfixedPoints‘Upright‘false）;
????????[movingFeaturesmovingValidPoints]?=?extractFeatures（MOVINGmovingPoints‘Upright‘false）;

????????%?Match?features?特征匹配
????????indexPairs?=?matchFeatures（fixedFeaturesmovingFeatures‘MatchThreshold‘50.000000‘MaxRatio‘0.500000）;
????????fixedMatchedPoints?=?fixedValidPoints（indexPairs（:1））;
????????movingMatchedPoints?=?movingValidPoints（indexPairs（:2））;
????????MOVINGREG.FixedMatchedFeatures?=?fixedMatchedPoints;
????????MOVINGREG.MovingMatchedFeatures?=?movingMatchedPoints;

????????%?Apply?transformation?-?Results?may?not?be?identical?between?runs?because?of?the?randomized?nature?of?the?algorithm
????????%?應用轉換——由于算法的隨機性，運行之間的結果可能不相同
????????tform?=?estimateGeometricTransform（movingMatchedPointsfixedMatchedPoints‘projective‘）;
????????MOVINGREG.Transformation?=?tform;
????????MOVINGREG.RegisteredImage?=?imwarp（MOVING?movingRefObj?tform?‘OutputView‘?fixedRefObj?‘SmoothEdges‘?true）;

????????on2=MOVINGREG.RegisteredImage;
end
function?checkLicense（）

%?Check?for?license?to?Computer?Vision?System?Toolbox?獲取計算機視覺系統工具箱許可證
CVSTStatus?=?license（‘test‘‘video_and_image_blockset‘）;
if?~CVSTStatus
????error（message（‘images:imageRegistration:CVSTRequired‘））;
end

end

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件????????2881??2018-12-24?16:31??Align.m
?????文件????????3217??2018-12-24?16:33??Main.m
?????文件????????2857??2018-12-24?16:15??Remove_LargeArea.m
?????文件???????64930??2018-12-12?20:01??test2-1.jpg
?????文件???????73861??2018-12-13?18:26??test2-2.jpg
?????文件??????146086??2018-12-13?10:29??timg-1.1.jpg
?????文件??????147725??2018-12-13?09:38??timg-2.2.jpg
?????文件??????108559??2018-12-12?19:56??timg2-1.jpg
?????文件??????115671??2018-12-13?18:42??timg2-2.jpg
?????文件???????84459??2018-12-13?18:45??timgKT-1.jpg
?????文件???????98614??2018-12-13?18:52??timgKT-2.jpg
?????文件?????????215??2018-12-25?19:56??程序說明.txt