Besides, we devise a lightweight Region Feature Aggregation Module to fully exploit voxel-wise, pixel-wise, and point-wise features with expanding receptive... R Qian,X Lai,X Li - 《Pattern Recognition the Journal of the Pattern Recognition Society》 被引量: 0发表: 2022年 加载更多研究...
Firstly, the Scale-wise Cascade Convolution (SWCC) module is designed to capture multiscale features and expand the receptive field. Secondly, the Adaptive Semantic Aggregation (ASA) module facilitates adaptive and effective information fusion across two distinct feature maps. Our experiments were ...
DDocE: Deep Document Enhancement with Multi-scale Feature Aggregation and Pixel-Wise AdjustmentsDigitizing a document with a smartphone might be a difficult task when there are suboptimal environment lighting conditions. The presence of shadows and insufficient illumination may reduce the quality of the ...