A 3D-based object detection and pose estimation (ODPE) process is use to determine pose information of the target object. The system uses three different segmentation processes in sequence, where each subsequent segmentation process produces larger segments, in order to produce a plurality of ...
Mazzini D (2018) Guided upsampling network for real-time semantic segmentation. in Proceedings of British Machine Vision Conference 2018. Kirillov A, Wu Y, He K, et al. (2020) PointRend: image segmentation as rendering. In proceedings of the IEEE computer society conference on computer vision ...
The cell-type map generated by SSAM guided mode were visually similar to that of de novo mode, except for the cell types found in the layer 2 (L2) (Supplementary Fig.29A). We found that the majority of cell types found in L2 were assigned to the VLMC type in SSAM guided mode. We ...
Database-Guided Simultaneous Multi-slice 3D Segmentation for Volumetric Data Automatic delineation of anatomical structures in 3-D volumetric data is a challenging task due to the complexity of the object appearance as well as the quantity of information to be processed. This H Wei,B Georgescu,SZ...
Roy, A.G., Siddiqui, S., Plsterl, S., et al.: ‘Squeeze & excite’ guided few shot segmentation of volumetric images. Med. Image Anal. 59, 1–12 (2020) Google Scholar Zhang, J., Xie, Y., Wang, Y., et al.: Inter-slice context residual learning for 3D medical image segmenta...
VoVNet 深度学习论文: An Energy and GPU-Computation Efficient Backbone Network for Object Detection及其PyTorch VoVNetV2 深度学习论文: CenterMask : Real-Time Anchor-Free Instance Segmentation及其PyTorch实现 1 概述 在FOCS检测的基础上通过添加一个SAG-Mask(spatial attention-guided mask)分支来实现像Mask...
Computerized detection of colorectal masses in CT colonography based on fuzzy merging and wall-thickening analysis. The CTC data were interpolated linearly to yield isotropic data sets, and the colon was extracted by use of a knowledge-guided segmentation technique. Two... Na?ppi, Janne J.,H F...
- 我们设计了一个带有场景描述符的SceneEncoder模块,以提供场景级别的指导,导致全局信息和局部特征的有效合作,从而实现语义分割。 - 我们提出了一种新的区域相似性损失,将区分点特征传播给局部区域的模糊特征,从而有效地缓解分割噪声。 - 我们通过区域相似性损失将我们的SceneEncoder模块整合到两个普遍的网络中。在两个...
* [推荐]题目: FODVid: Flow-guided Object Discovery in Videos* PDF: arxiv.org/abs/2307.0439* 作者: Silky Singh,Shripad Deshmukh,Mausoom Sarkar,Rishabh Jain,Mayur Hemani,Balaji Krishnamurthy* 其他: CVPR 2023 (L3D-IVU workshop)* 题目: New Variants of Frank-Wolfe Algorithm for Video Co-...
* 题目: SOGDet: Semantic-Occupancy Guided Multi-view 3D Object Detection* PDF: arxiv.org/abs/2308.1379* 作者: Qiu Zhou,Jinming Cao,Hanchao Leng,Yifang Yin,Yu Kun,Roger Zimmermann* 其他: 10 pages* 相关: github.com/zhouqiu/SOGD 三维视觉-分割 2篇 * [推荐]题目: Compositional Semantic Mix...