欢迎您！东篱公司
退出
-
申报数据库
-
立项数据库
-
成果数据库
-
项目获奖数据库
中文摘要：
在已获得对同一目标场景的多个传感器观测图像的情况下，本文建立了一种基于概率模型的多尺度图像信息融合算法．其基本思想是：首先对每个传感器图像分别进行小波包多尺度分解变换，建立基于该传感器图像的塔式结构子图像集，并且在每个尺度上得到基于每个子图像像素的概率模型；然后在每个尺度上的对应像素处，基于来自不同传感器图像的多个对应像素值，利用最小二乘规则对多尺度概率模型中的参数进行估计；再后是根据贝叶斯规则对该像素处的像素值进行融合估计；最后通过利用小波包多尺度逆变换，获得目标场景基于多个传感器图像的融合估计结果．应用该算法我们对获得的可见光和红外两种传感器图像进行计算机仿真实验，结果表明，与相关的方法相比新算法更有效．
英文摘要：
While there are multiple images obtained by different sensors to measure the same object scene, one new multiscale image fusion algorithm based on probabilisfic model is proposed. Its elementary idea is：Firstly,to decompose each sensor image into multiple subimages which compose a multiscale pyramid via wavelet packet transform, and to estabfish pixel-based subimage model on every level in the pyramid. Secondly, estimate the model parameters using least squares method based on the corresoinding pixel of each level of the sensor image. Then, based on the model, derive estimation of the true scene using maximum posterior method.Finally, we may obtain global fusion estimate with the object scene by applying orderly inverse wavelet packet transformation to every local fusion estimate fi＇om each level of the pyramid. The result of fusing the visible image and infrared image shows that the proposed algorithm is valid.
同期刊论文项目
同项目期刊论文
Parameter-Dependent Lyapunow Approach to Stability Analysis and Design for Uncertain Systems with Ti
Input-output approach to robust stability and stabilization for uncertain singular systems with time
Delay-Dependent Robust Stability of Uncertain Discrete Singular Time-Delay Systems with Nonlinear Di
*Robust stability for a class of complex singularly perturbed systems based on wireless sensor measu
Improved delay-dependent stability analysis for uncertain stochastic Hopfield neural networks with t
On robustly exponential stability of uncertain neutral systems with time-varying delays and nonlinea
Robust H-Infinity filtering for multi-source information fusion systems with lossy measurements,” IE
Ge Quanbo The Research of Gradation Fusion Algorithm Based On Multisensor Asynchronous Sampling Syst
Minimax Design of Time-domain Constrained FIR Filters by a Sequential Constrained Least-Square Metho
Delay-dependant robust stability and stabilization conditions for a class of Lur'e singular time-del
期刊信息
位置：