Progressive supervision includes a group of coarse-to-fine segmentation labels that are generated based on the spatial relationships among objects in the scene, and it forces the network to learn the hierarchy. The experimental results from a regular dataset and a complex dataset demonstrate that ...
Amodal object segmentation is a challenging task that involves segmenting both visible and occluded parts of an object. In this paper, we propose a novel approach, called Coarse-to-Fine Segmentation (C2F-Seg), that addresses this problem by progressively modeling the amodal segmentation. C2F-Seg...
【论文笔记】Coarse-to-Fine Semantic Segmentation From Image-Level Labels,程序员大本营,技术文章内容聚合第一站。
CFFM:Coarse-to-Fine Feature Mining for Video Semantic Segmentation, CVPR 2022 谢摩尔 1 人赞同了该文章 CFFM(由粗到细的特征挖掘) 核心 粗到细特征挖掘和跨帧特征挖掘 使用新数据集VSPW 内容流程示意详解 对当前帧$I_t$进行操作时,选定一个时间窗口(选取当前帧前指定若干帧率)${I_{t-k_1},\c...
论文链接christianpayer/MedicalDataAugmentationTool-VerSe本文核心亮点是采用多阶段、由粗到细的方式一步步完成对脊柱椎骨关键点定位和分割,适用于具有大范围的、具有不同视图和病理的脊柱CT影像。 网络主要分…
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 1 Coarse-to-Fine Segmentation and Tracking Using Sobolev Active Contours G Sundaramoorthi,A Yezzi,SM Ieee,... 被引量: 109发表: 2008年 A Sobolev-type metric for polar active contours Moreover, the resulting curve flow inherits the ...
3. Coarse-to-Fine Segmentation 3.1. Problem Setup Amodal object segmentation aims to segment not only the visible parts of an object but also its occluded parts. Formally, amodal object segmentation takes as inputs an input image I, a bounding box of the Region-of-Interest (ROI)....
Coarse-to-fine Semantic Video Segmentation using Supervoxel TreesAastha Jain∗Linkedinasjain@linkedin.comShaunak Chatterjee∗University of California, Berkeleyshaunakc@cs.berkeley.eduRené VidalJohns Hopkins Universityrvidal@cis.jhu.eduAbstractWe propose an exact, general and efficient coarse-to-fineener...
For the large-size OARs, considering the boundary ambiguity problem of the targets, we design an edge-aware module (EAM) to preserve the boundary details and thus improve the segmentation performance. On the other ha...
Label Refinement Network for Coarse-to-Fine Semantic Segmentation https://www.arxiv.org/abs/1703.00551v1 还是级联语义分割的思路,本文提出的算法是 label refinement network (LRN) 首先来看看本文提出的算法流程图: 注意这里的训练加入了 多尺度 ground truth ...