•这篇提出Omni-Scale block,ks由一个简单而通用的规则决定。 •用了a set of ks可以cover best RF size, 在不同数据集上,通过构建多个素数,根据时间序列的长度 •1D CNN有两个现象启发了OS-block的设计: 1.尽管感受野的尺寸重要,但是1D CNN并不对某一个特定ks大小的设定敏感 ...
The framework uses Omni-Scale block with an efficient channel attention mechanism (ECA-OS-block) to capture features at different scales, and performs global adaptive weighting to focus on critical signals via a signal attention mechanism. Then combined with a Fully Convolutional Network as dual ...
Our method successfully recovers the disparities of pixels not only in major structures and fine-scale details, but also in large homogeneous area, such as ground. Figure 6. Comparison of GF, SGM, MGM and our method on Mibblebury 2014 dataset [36]. Images from top to bottom are the ...
Our method successfully recovers the disparities of pixels not only in major structures and fine-scale details, but also in large homogeneous area, such as ground. Figure 6. Comparison of GF, SGM, MGM and our method on Mibblebury 2014 dataset [36]. Images from top to bottom are the ...
In this study, the large-scale dataset of the VSB-Technical University of Ostrava was filtered and optimized to obtain a more streamlined and suitable dataset for application and to provide data support for research in the field of wood defect detection. To enhance YOLOv7’s ability to detect...
In this study, the large-scale dataset of the VSB-Technical University of Ostrava was filtered and optimized to obtain a more streamlined and suitable dataset for application and to provide data support for research in the field of wood defect detection. To enhance YOLOv7’s ability to detect...
Compared with standard lithography, many self-lithography processes can be done outside a cleanroom, which reduces the cost and complexity, and large-scale production is possible. The key part in the fabrication process is the production of a high quality negative mold with desired structures [5...