Object-Guided Instance Segmentation for Biological Images

Object-Guided Instance Segmentation for Biological Images

20 November 2019

Bo Liu

Daniel J. Hoeppner

Dimitris N. Metaxas

Papers citing "Object-Guided Instance Segmentation for Biological Images"

18 / 18 papers shown

Title
Multi-scale Cell Instance Segmentation with Keypoint Graph based Bounding Boxes Jingru Yi Pengxiang Wu Qiaoying Huang Hui Qu Bo Liu Daniel J. Hoeppner Dimitris N. Metaxas ISeg 54 50 0 22 Jul 2019
Objects as Points Xingyi Zhou Dequan Wang Philipp Krahenbuhl 3DPC 107 3,255 0 16 Apr 2019
Bottom-up Object Detection by Grouping Extreme and Center Points Xingyi Zhou Jiacheng Zhuo Philipp Krahenbuhl ObjD 116 867 0 23 Jan 2019
Hybrid Task Cascade for Instance Segmentation Kai-xiang Chen Jiangmiao Pang Jiaqi Wang Yu Xiong Xiaoxiao Li ... Ziwei Liu Jianping Shi Wanli Ouyang Chen Change Loy Dahua Lin ISeg 131 1,302 0 22 Jan 2019
CornerNet: Detecting Objects as Paired Keypoints Hei Law Jia Deng ObjD 69 3,617 0 03 Aug 2018
Locating Objects Without Bounding Boxes Javier Ribera David Guera Yuhao Chen Edward J. Delp 78 99 0 20 Jun 2018
Cell Detection with Star-convex Polygons Uwe Schmidt Martin Weigert Coleman Broaddus E. Myers 68 1,107 0 09 Jun 2018
Instance Segmentation and Tracking with Cosine Embeddings and Recurrent Hourglass Networks Christian Payer Darko Štern Thomas Neff Horst Bischof M. Urschler 64 82 0 06 Jun 2018
Group Normalization Yuxin Wu Kaiming He 228 3,660 0 22 Mar 2018
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 352 27,181 0 20 Mar 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 468 22,102 0 09 Dec 2016
Deep Watershed Transform for Instance Segmentation Min Bai R. Urtasun ISeg SSeg 116 523 0 24 Nov 2016
Instance Normalization: The Missing Ingredient for Fast Stylization Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky OOD 174 3,707 0 27 Jul 2016
DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation Hao Chen Xiaojuan Qi Lequan Yu Pheng-Ann Heng MedIm 67 581 0 10 Apr 2016
Stacked Hourglass Networks for Human Pose Estimation Alejandro Newell Kaiyu Yang Jia Deng 3DH 119 5,031 0 22 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,878 0 10 Dec 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,133 0 18 May 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 463 43,289 0 11 Feb 2015