通过划窗进行 original image 到 patch-image 的转变。 利用背景的 non-local self-correlation 性质(这个性质作者这里是通过经验得到的),将背景 patch-image 看作是低秩矩阵,利用目标的像素数远少于原图像像素数的特性,可以将目标的 patch-image 看作是稀疏矩阵。 进行patch-image 的建模以及合理假设。 利用已有的...
Although existing methods based on infrared patch-image (IPI) model have achieved good detection results, most algorithms provide high detection accuracy but with low real-time performance, which limits their use in practical applications. In this paper, we presents a GPU based parallel implementation...
2021-03-28 单帧红外块图像模型检测红外小目标| Infrared Patch-Image Model for Small Target Detection in a Single Image,程序员大本营,技术文章内容聚合第一站。
红外弱小目标检测——IPI算法 点赞(0) 踩踩(0) 反馈 所需:1 积分 电信网络下载 qtkaifajingyan 2025-03-30 00:01:52 积分:1 FxloudongCTF-Poc 2025-03-30 00:11:44 积分:1 青岛爱家教网信息费计算器 2025-03-30 00:19:21 积分:1
Initially, the traditional infrared image model is generalized to a new infrared patch-image model using local patch construction. Then, because of the non-local self-correlation property of the infrared background image, based on the new model small target detection is formulated as an ...
In [4], a matrix-based infrared patch-image (IPI) model was proposed. Since the robustness of the model is important, He et al. [16] developed a low-rank and sparse representation (LRSR) method. Further, Wang et al. [17] introduced a stable multi-subspace learning method (SMSL). Com...
Gao, C., Meng, D., Yang, Y., Wang, Y., Zhou, X., Hauptmann, A.G.: Infrared patch-image model for small target detection in a single image. IEEE Trans. Image Process. 22(12), 4996–5009 (2013). https://doi.org/10.1109/TIP.2013.2281420 Article MathSciNet MATH Google Scholar ...
Patch image model has recently shown significant superiority in the detection of infrared small and dim targets. In this paper, we incorporate more useful local and global information into the sophisticated patch-image model called reweighted infrared patch-tensor model, for its efficiency and ...
Infrared patch- image model for small target detection in a single image. IEEE Transactions on Image Processing, 22(12):4996–5009, 2013. 1, 2, 6 [11] David Francis Griffiths and Desmond J Higham. Numeri- cal methods for ordinary differential equations: initial value probl...
multiscale tri-layer local contrast measure (TLLCM)30, Infrared patch-image (IPI)15, non-convex rank approximation minimization (NRAM)31, Reweighted infrared patch-tensor (RIPT)16, partial sum of the tensor nuclear norm (PSTNN)32, multiple subspace learning and spatial-temporal patch-tensor (MS...