SRPN: similarity-based region proposal networks for nuclei and cells detection in histology images

25 June 2021

Papers citing "SRPN: similarity-based region proposal networks for nuclei and cells detection in histology images"

30 / 30 papers shown

Title
Bending Loss Regularized Network for Nuclei Segmentation in Histopathology Images Haotian Wang Min Xian Aleksandar Vakanski 41 27 0 03 Feb 2020
Self-Supervised Learning of Pretext-Invariant Representations Ishan Misra Laurens van der Maaten SSL VLM 103 1,452 0 04 Dec 2019
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 199 12,074 0 13 Nov 2019
PseudoEdgeNet: Nuclei Segmentation only with Point Annotations Inwan Yoo Donggeun Yoo K. Paeng 52 78 0 07 Jun 2019
Learning Representations by Maximizing Mutual Information Across Views Philip Bachman R. Devon Hjelm William Buchwalter SSL 189 1,472 0 03 Jun 2019
Unsupervised Embedding Learning via Invariant and Spreading Instance Feature Mang Ye Xu-Yao Zhang PongChi Yuen Shih-Fu Chang SSL 80 581 0 06 Apr 2019
CIA-Net: Robust Nuclei Instance Segmentation with Contour-aware Information Aggregation Yanning Zhou O. F. Onder Qi Dou E. Tsougenis Hao Chen Pheng-Ann Heng 50 199 0 13 Mar 2019
US-net for robust and efficient nuclei instance segmentation Zhaoyang Xu Faranak Sobhani C. F. Moro Qianni Zhang 41 10 0 31 Jan 2019
HoVer-Net: Simultaneous Segmentation and Classification of Nuclei in Multi-Tissue Histology Images S. Graham Q. Vu S. Raza A. Azam Yee Wah Tsang J. T. Kwak Nasir M. Rajpoot 76 1,030 0 16 Dec 2018
Invariant Information Clustering for Unsupervised Image Classification and Segmentation Xu Ji João F. Henriques Andrea Vedaldi SSL VLM 84 850 0 17 Jul 2018
Fast and Accurate Tumor Segmentation of Histology Images using Persistent Homology and Deep Convolutional Features Talha Qaiser Yee Wah Tsang D. Taniyama Naoya Sakamoto Kazuaki Nakane David B. A. Epstein Nasir M. Rajpoot 44 179 0 09 May 2018
Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination Zhirong Wu Yuanjun Xiong Stella X. Yu Dahua Lin SSL 173 3,452 0 05 May 2018
Path Aggregation Network for Instance Segmentation Shu Liu Lu Qi Haifang Qin Jianping Shi Jiaya Jia ISeg SSeg 106 5,753 0 05 Mar 2018
SFCN-OPI: Detection and Fine-grained Classification of Nuclei Using Sibling FCN with Objectness Prior Interaction Yanning Zhou Qi Dou Hao Chen J. Qin Pheng-Ann Heng 30 48 0 22 Dec 2017
Multi-task Self-Supervised Visual Learning Carl Doersch Andrew Zisserman SSL 78 631 0 25 Aug 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
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 509 10,322 0 16 Nov 2016
Hard Negative Mining for Metric Learning Based Zero-Shot Classification Max Bucher Stéphane Herbin F. Jurie 30 57 0 26 Aug 2016
Fully-Convolutional Siamese Networks for Object Tracking Luca Bertinetto Jack Valmadre João F. Henriques Andrea Vedaldi Philip Torr VOT 75 3,879 0 30 Jun 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 741 37,846 0 20 May 2016
Training Region-based Object Detectors with Online Hard Example Mining Abhinav Shrivastava Abhinav Gupta Ross B. Girshick ObjD 148 2,418 0 12 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
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 502 62,270 0 04 Jun 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
Fast R-CNN Ross B. Girshick ObjD 303 25,051 0 30 Apr 2015
Deep metric learning using Triplet network Elad Hoffer Nir Ailon SSL DML 192 1,997 0 20 Dec 2014
Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks Alexey Dosovitskiy Philipp Fischer Jost Tobias Springenberg Martin Riedmiller Thomas Brox OOD SSL 84 1,018 0 26 Jun 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 413 43,638 0 01 May 2014
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 289 26,186 0 11 Nov 2013