吉首大学学报:自然科学版
吉首大學學報:自然科學版
길수대학학보:자연과학판
Journal of Jishou University(Natural Science Edition)
2012年
6期
61-65
,共5页
B样条%图像融合%熵%梯度
B樣條%圖像融閤%熵%梯度
B양조%도상융합%적%제도
B-spline image fusion entropy gradient
图像融合在目标识别、计算机视觉、医学、遥感图像处理等领域应用广泛.利用B样条梯度融合图像算法来解决图像融合,将融合的图像分成3×3予块,计算每个子块的B样务梯度.把待融合图像对应的子块梯度模值累加求和,计算每个子块梯度模值的权值并与每个子块相乘并求和,得到融合后的图像子块.模拟实验结果表明该方法是有效的,优于传统的主分量分析、小波变换和Laplacian金字塔等方法.
圖像融閤在目標識彆、計算機視覺、醫學、遙感圖像處理等領域應用廣汎.利用B樣條梯度融閤圖像算法來解決圖像融閤,將融閤的圖像分成3×3予塊,計算每箇子塊的B樣務梯度.把待融閤圖像對應的子塊梯度模值纍加求和,計算每箇子塊梯度模值的權值併與每箇子塊相乘併求和,得到融閤後的圖像子塊.模擬實驗結果錶明該方法是有效的,優于傳統的主分量分析、小波變換和Laplacian金字塔等方法.
도상융합재목표식별、계산궤시각、의학、요감도상처리등영역응용엄범.이용B양조제도융합도상산법래해결도상융합,장융합적도상분성3×3여괴,계산매개자괴적B양무제도.파대융합도상대응적자괴제도모치루가구화,계산매개자괴제도모치적권치병여매개자괴상승병구화,득도융합후적도상자괴.모의실험결과표명해방법시유효적,우우전통적주분량분석、소파변환화Laplacian금자탑등방법.
Image fusion is widely used in target recognition, computer vision, medicine, remote sensing, im- age processing and many other fields. This paper proposes an image fusion method based on B-spline gra- dient. It first divides the source image into small blocks of 3 × 3 size, calculates separately the B-spline gradient for each sub-block,adds up the gradient modulus values,calculates the weight value of each sub- block gradient modulus value,multiplies each sub-block and respective weight value and obtains the fu- sion image sub-block. Simulation experiments and analysis show that this method is effective and has a better performance than traditional methods such as principal component analysis, wavelet transforma- tion and the Laplacian pyramid.