AG-Net:Attention Guided Network for Retinal Image Segmentation AG-Net:注意力引导网络用于视网膜图像分割 from...。Guided Filter是一种保留图像边缘的滤波器,在迁移图像结构信息时很有用。与之前应用于图像层面上不同的是,本文将Guided Filter用于CNN来学习如何更好的进行分割。 本文还基于智能...
Attention-guided Network for Ghost-free High Dynamic Range Imaging (AHDR) Qingsen Yan*, Dong Gong*, Qinfeng Shi, Anton van den Hengel, Chunhua Shen, Ian Reid, Yanning Zhang. In IEEE Conference on Compute rVision and Pattern Recognition (CVPR), 2019:1751-1760. (* Equall contribution) [...
To solve this problem, in this paper, we propose a Hierarchical Attention Guided Network (HAGN) for crowd counting. We apply the first 13 layers of VGG-16 to extract base features. Then, the extracted features are processed by the Hierarchical Attention Mechanism (HAM), which guided the ...
该设计可被当作Attention的网络机制.(如Residual attention network for image classification(http://cn.arxiv.org/abs/1704.06904v1)和Multi-Context Attention for Human Pose Estimation(http://cn.arxiv.org/abs/1702.07432v1)) Stacked hourglass networks for human pose estimation(http://cn.arxiv.org/abs/...
论文地址:http://openaccess.thecvf.com/content_cvpr_2018/papers/Zhang_Progressive_Attention_Guided_CVPR_2018_paper.pdf 当前方法的问题 许多最先进的方法通过将多层次卷积特征结合在一起来设计显著性模型。然而,并非所有的特征对显著性检测都具有同等的重要性,有些特征甚至会引起干扰。
本文提出的ADNet(attention-guided deformable convolutional network)是NTIRE 2021 Multi-Frame HDR Challenge的 SOTA版本. 网络采用双分支的结构,第一个分支LDR 图像经过空间注意力模块得到注意力特征图像,第二个分支LDR通过gamma校正 然后输入到PCD(Pyramid, Cascading and Deformable )对齐模块,得到对齐的特征图,两个分...
这种Copy Mechanism有其对应的网络,叫做Pointer Network。 Guided Attention在一些任务中,输入输出是单调对齐(monotonically aligned)的,比如语音识别和语音合成(TTS),可能会出现计算attention score的顺序时混乱的情况,无法很好得到结果。Guided attention就是强迫attention有一个固定的形式,比如TTS问题需要从左往右计算attention...
Tell Me Where to Look: Guided Attention Inference Network ---告诉我看向哪里:引导注意推理网络 (收录于CVPR-2018),论文是依据于Ramprasaath R. Selvaraju的Grad-CAM:Visual Explanations from Deep Networks via Gradient-based Localization 摘要: Weakly ...
To address these issues, we propose an Attention-guided Unsupervised Network for Image Deraining, called AUN-ID. AUN-ID incorpo-rates an Attention-based Rain-mask Extraction Block(AREB) to accurately extract rain streaks from images. These extracted streaks are fused with the original rainy image...
Mask-Guided Attention Network for Occluded Pedestrian Detection (ICCV19) 链接:https://arxiv.org/abs/1910.06160 任务:遮挡的行人检测 做法:遮挡会对行人检测的性能产生较大的影响。对于特征,生成一个空间mask,mask掉遮挡区域的特征。利用可见的bounding box监督mask的生成。