2017. Instance-level salient object segmentation. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 247-256.Guanbin Li, Yuan Xie, Liang Lin, and Yizhou Yu. Instance-level salient object segmentation. 2017 IEEE Conference on Computer Vision and Pattern Recognition (...
saliency detection本身仅仅是检测出显著性的区域,而没有精细到目标个体级别。文章认为个体级别是下一步需要关注和解决的问题,把salient instance segmentation问题分解为3个子任务:1)生成pixel-level的saliency mask(用网络来产生). 2)检测出显著性目标实例的contour,也就是边界检测. 3)找出显著性个体实例,通过产生一些...
Instance-level salient object segmentation Image saliency detection has recently achieved great success due to the development of deep convolutional neural networks. However, most of the existing sa... G Li,P Yan,Y Xie,... - 《Computer Vision & Image Understanding》 被引量: 0发表: 2021年 Pan...
2017---Instance-Level Salient Object Segmentation 2017---Learning to Segment Every Thing 2017---Not All Pixels Are Equal_ Difficulty-Aware Semantic Segmentation via Deep Layer Cascade
(Wang et al., 2019a; Alcazar et al., 2021; Zhou et al., 2022; Hui et al., 2023), image inpainting (Qin et al., 2021; Chen et al., 2024), salient object detection (Wang et al., 2019c), video object segmentation (Wang et al., 2019b), and visual–language navigation (Chen...
Prior work shows that a self-supervised vision trans- former (ViT) [15] can automatically learn patch-wise fea- tures that detect a single salient object in an image [7,38,43, 44,50]. However, unlike CutLER, such salient object detec- tion methods only...
论文地址:[2307.08098] CalibNet: Dual-branch Cross-modal Calibration for RGB-D Salient Instance Segmentation (arxiv.org) 代码:未公开 创新:提出RGBD显著实例分割方法CalibNet,该架构主要由以下三个模块组成。 1、动态交互内核(DIK) 2、权重共享融合(WSF) 3、深度相似评估(DSA) PS:该模型用到二分匹配替代NMS...
Yan, X., Chen, Z., Wu, Q.M.J., Lu, M., Sun, L.: 3mnet: multi-task, multi-level and multi-channel feature aggregation network for salient object detection. Mach. Vis. Appl. 32(2), 1–13 (2021) Article Google Scholar Kirillov, A., Girshick, R.B., He, K., Dollár, P...
Instance-Level Salient Object Segmentation Image saliency detection has recently witnessed rapid progress due to deep convolutional neural networks. However, none of the existing methods is able to ... G Li,X Yuan,L Liang,... - IEEE 被引量: 46发表: 2017年 S4Net: Single Stage Salient-Instanc...
1. We propose a novel concept of instance-level context and devise an Instance-level Context Attention Network (ICANet) to capture contextual information from an instance-level perspective and improve the performance of instance segmentation. 2. The proposed instance attention module generates more dis...