We also deal with the high complexity problem of searching for similar neighborhood in textural image repairing. By using nearest neighbor searching algorithm with dynamic space partitioning, we propose a fast texture synthesis method.
3.在纹理图像修复中为降低搜索相似邻域的计算复杂度,基于空间划分进行最邻近查找,实现了一种快速纹理合成方法。
参考来源 - 图像修复和图像编辑的偏微分方程模型及其求解To get the best match image block, the encoder use nearest neighbor searching algorithm based on pre-quantization of transform parameter to obtain fractal code. Intensive computation of encoding was reduced very much.4.
3.采用预先量化分形参数,再使用最邻近搜索算法达到图像块快速匹配,大大减少了编码的计算量。
参考来源 - 基于高阶谱特征的图像分形编码·2,447,543篇论文数据，部分数据来源于NoteExpress
A feature indexing algorithm based on wavelet coefficients is used when comparing features in neighboring images, which increases efficiency in the nearest neighbor searching.
在进行相邻图片的特征比对时，提出一种基于小波系数的特征索引算法，提高搜索效率。
Furthermore, the strategies of probabilistic search, nearest neighbor search and a goal guiding function are applied to enable the searching to be rapid and efficient.
搜索过程采用了概率搜索策略、最近邻居策略和目标导引函数，使得搜索过程极为迅速高效。
This model includes a historical database, a procedure of searching for the nearest neighbor subset and its optimization algorithm and the technique of predict and estimation.
该模型包括历史样本数据库、近邻子集搜索程序、近邻子集优化算法和预报量估计技术。
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