* 题目: Unsupervised Adaptation of Polyp Segmentation Models via Coarse-to-Fine Self-Supervision* PDF: arxiv.org/abs/2308.0666* 作者: Jiexiang Wang,Chaoqi Chen* 其他: Accepted by IPMI 2023* 题目: Dealing with Small Annotated Datasets for Deep Learning in Medical Imaging: An Evaluation of Self...
Empowering large language models with 3D point cloud understanding, accompanied by a novel dataset and carefully designed benchmarks. Project page: this https URL* 相关: github.com/OpenRobotLab* 题目: Decoupled Local Aggregation for Point Cloud Learning* PDF: arxiv.org/abs/2308.1653* 作者: ...
Segmentation of 3D models is a fundamental problem in computer graphics. In the last several years, many algorithms have been proposed in this area, offering a diversity of methods and various evaluation criteria. This paper provides a comprehensive study of the state of the art of segmentation ...
In this paper we present a system that combines the benefits of 3D de- formable models and level set methods for medical volume segmentation. Our 3D deformable model is a very computationally efficient method for segmenting medical volumes, however it is not currently able to segmen- t features...
Smaller3d: Smaller Models for 3D Semantic Segmentation Using Minkowski Engine and Knowledge Distillation Methods 来自 arXiv.org 喜欢 0 阅读量: 4 作者:A Adamyan,E Harutyunyan 摘要: There are various optimization techniques in the realm of 3D, including point cloud-based approaches that use mesh, ...
First, a segmentation approach is applied to achieve the motion estimation. The main idea is to exploit the temporal coherence of the geometry component by using the heat diffusion properties. The motion of the resulting regions is accurately described by 3D affine transforms. These transforms are ...
摘要: 3D objects have become widely available and used in different application domains. Thus, it is becoming fundamental to use, integrate and develop techniques for extracting and maintaining their embedd关键词: Semantic-driven Annotation Shape segmentation and Structuring ...
摘要: We describe the design of a statistical atlas-based 3D/4D cardiac segmentation system using a combination of active appearance models (AAM) and statistical deformation models with the Insight Toolkit关键词: automotive electronics firmware mechanical engineering computing testing vehicle dynamics ...
vascular segmentation remains a challenging task. In this paper, we review state-of-the-art literature on vascular segmentation,with a particular focus on 3D contrast-enhanced imaging modalities (MRA and CTA). We structure our analysis along three axes:models, features and extraction schemes.We fir...
* 题目: Diffusion Models for Zero-Shot Open-Vocabulary Segmentation* PDF: arxiv.org/abs/2306.0931* 作者: Laurynas Karazija,Iro Laina,Andrea Vedaldi,Christian Rupprecht* 其他: Project page this https URL* 题目: Robustness Analysis on Foundational Segmentation Models* PDF: arxiv.org/abs/2306.0927*...