最近UNet又出现了不少新成果,结合小波变换屡登Nature子刊和CVPR24!比如三路径U-Net模型,利用Haar小波变换大幅提高系统整体性能;再比如利用小波变换的特性来改进U-Net架构的MLW…阅读全文 赞同56 3 条评论 分享收藏 离散小波分解多分辨分析的例子(二) 哥廷根数学学派 与现代信号处理,机器学习,...
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CVPR 2005: Proceedings of the 2005 IEEE Computer Society Conference, V.1Song JZ, Duan KM, Surette M (2005) The Wavelet Transformation for Temporal Gene Expression Analysis. Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Workshops -...
Cai, Z., Vasconcelos, N.: Cascade r-cnn: delving into high quality object detection. In: CVPR (2018) Google Scholar Carion, N., Massa, F., Synnaeve, G., Usunier, N., Kirillov, A., Zagoruyko, S.: End-to-end object detection with transformers. In: ECCV (2020) ...
Photoacoustic measurement Wavelet transform Photoacoustic power spectrum analysis ResNet-18 network Prostate cancer grading 1. Introduction Recently, prostate cancer (PCa) has become the most commonly diagnosed cancer in men, accounting for 10% of all new male cancers worldwide [1], [2]. For an ...
Take the wavelet transform of the input data with each wavelet filter in the first filter bank. Take the modulus of each of the filtered outputs. The nodes are the scalogram,U[1]. Average each of the moduli with the scaling filter. The results are the first-order scattering coefficients,...
The wavelet transform (WT) is an effective tool that divides an image into low and high-frequency sub-bands, each of which is examined independently with a resolution matched to its scale [9]. The mechanism behind the strategy of WT is that the features of the image at different scales ...
computer-visionkitti-datasetdepth-estimationwaveletsnyu-depth-v2cvpr2021 UpdatedDec 31, 2021 Jupyter Notebook gopro/gpr Star114 Code Issues Pull requests General Purpose Raw image format compressiondnggoprorawwaveletwavelets UpdatedJun 23, 2024 ...
In: IEEE CVPR, pp. 10093–10102 (2020) Google Scholar Luo, Y., Xu, Y., Ji, H.: Removing rain from a single image via discriminative sparse coding. In: IEEE ICCV (2015) Google Scholar Mallat, S.G.: A theory for multiresolution signal decomposition: the wavelet representation. ...
sensors Article Loosening Identification of Multi-Bolt Connections Based on Wavelet Transform and ResNet-50 Convolutional Neural Network Xiao-Xue Li 1, Dan Li 2, Wei-Xin Ren 3,4,* and Jun-Shu Zhang 1 1 Department of Civil Engineering, Hefei University of Technology, Hefei 230009, China 2 ...