atrous
adj/əˈtɹuː/
Etymology From French à trous (“with holes”).
1
Computing, Engineering, Mathematics, Natural sciences, Physical sciences, Sciences Uncommon Dilated (used when describing convolutions).
- Atrous convolution allows us to explicitly control the resolution.
- The new approach is executed by using atrous and gabor wavelets that work effectively on image and video.2008, Sharon Priya, A. Srinivasan, “Image and Video Denoising by Sparse 3-D Transform Domain Using Atrous and Gabor Wavelets”, in Proceedings Second International Conference on Information Processing, page 87:
2 more examples
- In order to further illustrate the effect of "atrous" convolution, we compare it with standard convolution using a simple example in Figure 4.2019, Qi Wang, Learning to Understand Remote Sensing Images, page 158:
- As the frameworks based on atrous convolution and ASPP module have proved their success, we implement an encoder with similar structure of [5], using a pretrained ResNetV2 as backbone network.2019, Guanhong Zhang, Muyi Sun, Xiaoguang Zhou, “Sub-pixel Upsampling Decode Network for Semantic Segmentation”, in Artificial Intelligence, page 18: