com.alibaba.simpleimage.analyze.sift.scale
类 OctaveSpace
java.lang.Object
com.alibaba.simpleimage.analyze.sift.scale.OctaveSpace
public class OctaveSpace
- extends Object
绫籓ctave.java鐨勫疄鐜版弿杩帮細琛ㄧず8搴﹂噾瀛楀涓殑涓�涓�︼紝鍗充互灏哄涓哄潗鏍囩殑鏌愪竴灏哄涓婄殑閭d釜8搴�
- 作者:
- axman 2013-6-27 涓婂崍11:30:08
|
方法摘要 |
void |
clear()
|
ArrayList<ScalePeak> |
filterAndLocalizePeaks(ArrayList<ScalePeak> peaks,
float maximumEdgeRatio,
float dValueLowThresh,
float scaleAdjustThresh,
int relocationMaximum)
绮剧‘鍖栫壒寰佺偣浣嶇疆骞剁敓鎴愭湰鍦板寲淇℃伅浠ュ強杩囪檻韬佺偣 |
ArrayList<ScalePeak> |
findPeaks(float dogThresh)
|
ImagePixelArray |
getLastGaussianImg()
|
ArrayList<FeaturePoint> |
makeFeaturePoints(ArrayList<ScalePeak> localizedPeaks,
float peakRelThresh,
int scaleCount,
float octaveSigma)
|
void |
makeGaussianDiffImgs()
|
void |
makeGaussianImgs(ImagePixelArray base,
float baseScale,
int scales,
float sigma)
鍦ㄤ竴涓�︾┖闂寸敤涓嶅悓鐨勬ā绯婂洜瀛愭瀯閫犳洿澶氬眰鐨勯珮鏈熸ā绯婂浘灞�,杩欓噷鏄笉鍚屾ā绯婂洜瀛愮殑妯$硦浣嗘槸灏哄鏄浉鍚岀殑銆� |
void |
pretreatMagnitudeAndDirectionImgs()
鍏堝皢宸垎鍥句笂姣忎釜鐐圭殑鏂瑰悜鍜岄�掑害璁$畻鍑烘潵锛� 棰勮绠楃殑鎬讳綋鎬ц兘姣旂粺璁″湪鑼冨洿鍐呯殑鐐瑰啀璁$畻鐨勯儴浣撴�ц兘瑕侀珮锛屽洜涓虹壒寰佺偣鍒嗗竷杈冨ぇ锛屽畠鍛ㄥ洿鐨勭偣鍙兘琚叾瀹冧腑蹇冪偣澶氭浣跨敤鍒帮紝 濡傛灉缁熻鍦ㄨ寖鍥村唴鍐嶈绠楃殑鐨勮瘽姣忎釜鐐瑰彲鑳借澶氭璁$畻 |
baseScale
public float baseScale
smoothedImgs
public ImagePixelArray[] smoothedImgs
diffImags
public ImagePixelArray[] diffImags
OctaveSpace
public OctaveSpace()
getLastGaussianImg
public ImagePixelArray getLastGaussianImg()
- 返回:
- 杩斿洖涓嬩竴涓�︾┖闂寸殑鍘熷鍩哄噯鍥捐薄 @see page5 of "Distinctive Image Features from Scale-Invariant featurePoints" (David G.
Lowe @January 5, 2004) 楂樻柉鍑芥暟G瀵瑰浘鍍廔鐨勬ā绯婂嚱鏁�L(x,y,蟽) = G(x,y,蟽) 鈭� I(x,y) 楂樻柉宸垎鍑芥暟:D(x,y,蟽) = (G(x,y,k蟽)鈭扜(x,y,蟽))鈭桰(x,y)
= L(x,y,k蟽) 鈭� L(x,y,蟽) 瀵逛簬scales骞呭浘璞′骇鐢熻繛缁昂搴︼紝鎺ㄥ鍑� k = 2 ^ (1/s)锛岃鏂囦腑榛樿 scales涓�屾墍浠ユ�诲叡鏈�呭浘鐗囷紝瀹冧滑鐨勫昂搴﹀簲璇ヤ负
1蟽锛�26蟽锛�59蟽锛�0蟽锛�52蟽锛�17蟽
鍊掓暟绗笁骞呮濂藉彂鐢熶竴涓�嶇殑閫掕繘锛屾妸瀹冧綔涓轰笅涓�涓�︾┖闂寸殑绗竴骞呭浘鐗囷紝姝eソ淇濊瘉宸垎閲戝瓧濉旂殑灏哄害绌洪棿鐨勮繛缁�э紝鍏跺疄瀵逛簬浠讳箟scales,length-2涓哄浐瀹氱殑浣嶇疆锛屽洜涓烘�婚暱搴︿负s+3,鍓嶉潰鍘绘帀涓�涓師濮嬪浘鐗囷紝
鍙湁length-2鐨勬椂鍊� k = 2 ^ (s/s)鎵嶆濂借儗鏃�嶃��
makeGaussianImgs
public void makeGaussianImgs(ImagePixelArray base,
float baseScale,
int scales,
float sigma)
- 鍦ㄤ竴涓�︾┖闂寸敤涓嶅悓鐨勬ā绯婂洜瀛愭瀯閫犳洿澶氬眰鐨勯珮鏈熸ā绯婂浘灞�,杩欓噷鏄笉鍚屾ā绯婂洜瀛愮殑妯$硦浣嗘槸灏哄鏄浉鍚岀殑銆�
- 参数:
first - firstScale - scales - sigma -
makeGaussianDiffImgs
public void makeGaussianDiffImgs()
findPeaks
public ArrayList<ScalePeak> findPeaks(float dogThresh)
filterAndLocalizePeaks
public ArrayList<ScalePeak> filterAndLocalizePeaks(ArrayList<ScalePeak> peaks,
float maximumEdgeRatio,
float dValueLowThresh,
float scaleAdjustThresh,
int relocationMaximum)
- 绮剧‘鍖栫壒寰佺偣浣嶇疆骞剁敓鎴愭湰鍦板寲淇℃伅浠ュ強杩囪檻韬佺偣
- 参数:
peaks - maximumEdgeRatio - dValueLowThresh - scaleAdjustThresh - relocationMaximum -
- 返回:
pretreatMagnitudeAndDirectionImgs
public void pretreatMagnitudeAndDirectionImgs()
- 鍏堝皢宸垎鍥句笂姣忎釜鐐圭殑鏂瑰悜鍜岄�掑害璁$畻鍑烘潵锛� 棰勮绠楃殑鎬讳綋鎬ц兘姣旂粺璁″湪鑼冨洿鍐呯殑鐐瑰啀璁$畻鐨勯儴浣撴�ц兘瑕侀珮锛屽洜涓虹壒寰佺偣鍒嗗竷杈冨ぇ锛屽畠鍛ㄥ洿鐨勭偣鍙兘琚叾瀹冧腑蹇冪偣澶氭浣跨敤鍒帮紝 濡傛灉缁熻鍦ㄨ寖鍥村唴鍐嶈绠楃殑鐨勮瘽姣忎釜鐐瑰彲鑳借澶氭璁$畻
makeFeaturePoints
public ArrayList<FeaturePoint> makeFeaturePoints(ArrayList<ScalePeak> localizedPeaks,
float peakRelThresh,
int scaleCount,
float octaveSigma)
clear
public void clear()
Copyright © 2012–2013 Alibaba Group. All rights reserved.