資源簡介
非常好用的高光譜圖像處理工具,可以直接使用,也可以在此基礎上進行二次開發。好東西啊。

代碼片段和文件信息
%?Matlab?Hyperspectral?Toolbox
%?Copyright?2008-2012?Isaac?Gerg
%
%?-------------------------------------------------------------------------
%?A?Note?on?Notation
%???Hyperspectral?data?is?often?expressed?many?ways?to?better?describe?the?
%?mathematical?handling?of?the?data;?mainly?as?a?vector?of?pixels?when?
%?referring?to?the?data?in?a?space?or?a?matrix?of?pixels?when?referring?to?
%?data?as?an?image.?
%???For?consistency?a?common?notation?is?defined?to?
%?differentiate?these?concepts?clearly.?Hyperspectral?data?examined?like?an?
%?image?will?be?defined?as?a?matrix?Mm譶譸?of?dimension?m??n??p?where?m?
%?is?defined?as?the?number?of?rows?in?the?image?n?is?defined?as?the?
%?number?of?columns?in?the?image?and?p?is?defined?as?the?number?of?bands?
%?in?the?image.?Therefore?a?single?element?of?such?an?image?will?be?
%?accessed?using?Mijk?and?a?single?pixel?of?an?image?will?be?accessed?
%?using?Mij:?Hyperspectral?data?formed?as?a?vector?of?vectors?
%?(i.e.?2D?matrix)?is?defined?as?M(m穘)譸?of?dimension?(m?n)譸.?
%?A?single?element?is?accessed?using?Mij?and?a?single?pixel?is?
%?accessed?using?M:j?.?Notice?the?multi-element?notation?is?consistent?
%?with?MatlabTM?this?is?intentional.
%???The?list?below?provides?a?summary?of?the?notation?convention?used?
%?throughout?this?code.
%
%?M?Data?matrix.?Defined?as?an?image?of?spectral?signatures?or?vectors:
%???Mm譶譸.?Or?defined?as?a?long?vector?of?spectral?signatures:
%???M(m穘)譸.
%?N?The?total?number?of?pixels.?For?example?N?=?m??n.
%?m?Number?of?rows?in?the?image.
%?n?Number?of?columns?in?the?image.
%?p?Number?of?bands.
%?q?Number?of?classes?/?endmembers.
%?U?Matrix?of?endmembers.?Each?column?of?the?matrix?represents?an
%???endmember?vector.
%?b?Observation?vector;?a?single?pixel.
%?x?Weight?vector.?A?matrix?of?weight?vectors?forms?an?abundance
%???map.
%
%?-------------------------------------------------------------------------
%?Dependencies
%?FastICA?-?http://www.cis.hut.fi/projects/ica/fastica/code/dlcode.shtml
%
%?-------------------------------------------------------------------------
%?Functions
%
%?Reading/Writing?Data?Files
%???hyperReadAvirisRfl?-?Reads?AVIRIS?.rfl?files
%???hyperReadAvirisSpc?-?Read?AVIRIS?.spc?files
%???hyperReadAsd?-?Reads?ASD?Fieldspec?files.?(.asd?.000?etc)
%
%?Data?Formatting
%???hyperConvert2D?-?Converts?data?from?a?3D?HSI?data?cube?to?a?2D?matrix
%???hyperConvert3D?-?Converts?data?from?a?2D?matrix?to?a?3D?HSI?data?cube
%???hyperNormalize?-?Normalizes?data?to?be?in?range?of?[01]
%???hyperConvert2Jet?-?Converts?a?2D?matrix?to?jet?colormap?values
%???hyperResample?-?Resamples?hyperspectral?data?to?new?wavelength?set
%
%?Unmixing
%???hyperAtgp?-?ATGP?algorithm
%???hyperIcaEea?-?ICA-Endmember?Extraction?Algorithm
%???hyperIcaComponentScores?-?Computes?ICA?component?scores?for?relevance
%???hyperVca?-?Vertex?Component?Analysis
%???hyperPPI?-?Pixel?Purity?Index
%
%?Target?Detection
%???hyperACE?-?Adaptive?cos
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件?????????510??2012-09-20?16:52??hyperConvert3d.m
?????文件????????1225??2012-09-20?16:52??hyperConvexHullRemoval.m
?????文件?????????316??2012-09-20?16:52??hyperCorr.m
?????文件?????????379??2012-09-20?16:52??hyperCov.m
?????文件????????4427??2012-10-03?14:50??hyperDemo.m
?????文件????????1401??2012-09-20?16:52??hyperDemo_ASD_reader.m
?????文件????????3653??2012-09-20?16:52??hyperDemo_detectors.m
?????文件????????3143??2012-09-20?16:52??hyperDemo_mams_RIT_data.m
?????文件????????6830??2012-09-20?16:52??hyperDemo_RIT_data.m
?????文件?????????964??2012-09-20?16:52??hyperDestreak.m
?????文件????????2057??2012-09-20?16:52??hyperFcls.m
?????文件?????????978??2012-09-20?16:52??hyperFclsMatlab.m
?????文件????????1215??2012-09-20?16:52??hyperFileFind.m
?????文件?????????718??2012-09-20?16:52??hyperGetEnviSignature.m
?????文件????????2036??2012-09-20?16:52??hyperGetHymapWavelengthsNm.m
?????文件?????????802??2012-09-20?16:52??hyperGlrt.m
?????文件????????1815??2012-09-20?16:52??hyperHfcVd.m
?????文件????????1765??2012-09-20?16:52??hyperHud.m
?????文件?????????923??2012-09-20?16:52??hyperIcaComponentScores.m
?????文件????????1904??2012-09-20?16:52??hyperIcaEea.m
?????文件?????????635??2012-09-20?16:52??hyperImagesc.m
?????文件?????????613??2012-09-20?16:52??hyperImshow.m
?????文件?????????933??2012-09-20?16:52??hyperMatchedFilter.m
?????文件?????????371??2012-09-20?16:52??hyperMax2d.m
?????文件????????1387??2012-10-03?14:34??hyperMnf.m
?????文件????????1591??2012-10-03?14:26??hyperNapc.m
?????文件????????1127??2012-09-20?16:52??hyperNnls.m
?????文件?????????446??2012-09-20?16:52??hyperNormalize.m
?????文件?????????776??2012-09-20?16:52??hyperNormXCorr.m
?????文件?????????966??2012-09-20?16:52??hyperOrthorectify.m
?????文件?????????916??2012-09-20?16:52??hyperOsp.m
............此處省略26個文件信息
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