[CV]《SharpContour: A Contour-based Boundary Refinement Approach for Efficient and Accurate Instance Segmentation》C Zhu, X Zhang, Y Li, L Qiu, K Han, X Han [CUHK-Shenzhen & Shenzhen Research Institute of Big Data & Birmingham University & The University of Hong Kong] (2022) O网页链接 ...
E2EC: An End-to-End Contour-based Method for High-Quality High-Speed Instance Segmentation| [论文链接] [代码链接][解读链接]
The official code for “Recurrent Generic Contour-based Instance Segmentation with Progressive Learning”, TCSVT, 2024. - fh2019ustc/PolySnake
To solve these problems, a real-time instance segmentation algorithm based on contour learning was proposed. Firstly, ShuffleNet V2 was used as backbone network, and the receptive field of the model was expanded by using a 5脳5 convolution kernel. Secondly, a lightweight up-sampling module, ...
an instance segmentation approach based on a Mask R-CNN deep learning framework is proposed to solve cattle instance segmentation and contour extraction problems in a real feedlot environment. The proposed approach consists of the following steps: key frame extraction (detect the huge cattle motion fr...
Region-based Segmentation and Object Detection基于区域的分割和目标检测 热度: ACCV2010 Contour-BasedObjectDetectionasDominantSetComputation XingweiYang1, 1,HairongLiu2 ,LonginJanLatecki1 1DepartmentofComputerandInformationSciences,TempleUniversity,Philadelphia(PA)19122 ...
Towards parameter-independent data clustering and image segmentation 2016, Pattern Recognition Citation Excerpt : DSets clustering accomplishes the clustering process by extracting dominant sets sequentially and determines the number of clusters automatically. Since its proposal, DSets clustering has been succ...
lip and other parts such as skin, teeth, and black holes. Ultimately, we utilize a rhombus as the initial contour for closed mouth and combined semi-ellipses as the outer and inner initial contour for open mouth. Thus, we can obtain the segmentation results without internal part of the ...
used the deformable model to complete the segmentation and reconstruction of the left ventricle in 15 min, which is much less than the 1.5–2 h required by manual sketch [5]. In view of the deficiency that the traditional deformable surface could not accurately delineate the cerebral ...
This process stimulates the evolution of the AC and achieves, at the end, the object segmentation. Let C be a closed contour represented as the zero level set of a signed distance function Φ, i.e., C={x|Φ(x)=0}. The purpose of this process is to implicitly evolve the contour C...