NuClick: A Deep Learning Framework for Interactive Segmentation of Microscopy Images

29 May 2020

Navid Alemi Koohbanani

Papers citing "NuClick: A Deep Learning Framework for Interactive Segmentation of Microscopy Images"

20 / 20 papers shown

Title
Weakly Supervised Multi-Task Learning for Cell Detection and Segmentation Alireza Chamanzar Yao Nie 27 53 0 27 Oct 2019
Deep Semantic Segmentation of Natural and Medical Images: A Review Saeid Asgari Taghanaki Kumar Abhishek Joseph Paul Cohen Julien Cohen-Adad Ghassan Hamarneh SSeg VLM 52 673 0 16 Oct 2019
Saliency Guided Self-attention Network for Weakly and Semi-supervised Semantic Segmentation Qi Yao Xiaojin Gong 40 75 0 12 Oct 2019
Nuclear Instance Segmentation using a Proposal-Free Spatially Aware Deep Learning Framework Navid Alemi Koohbanani Mostafa Jahanifar A. Gooya Nasir M. Rajpoot SSeg 9 37 0 27 Aug 2019
Semi-Supervised Semantic Segmentation with High- and Low-level Consistency Sudhanshu Mittal Maxim Tatarchenko Thomas Brox SSL 40 373 0 15 Aug 2019
Automated Gleason Grading of Prostate Biopsies using Deep Learning W. Bulten H. Pinckaers H. V. van Boven R. Vink Thomas de Bel Bram van Ginneken J. A. van der Laak C. Hulsbergen–van de Kaa G. Litjens 78 449 0 18 Jul 2019
Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations Jiwoon Ahn Sunghyun Cho Suha Kwak ISeg SSeg 115 541 0 10 Apr 2019
Fast Interactive Object Annotation with Curve-GCN Huan Ling Jun Gao Amlan Kar Wenzheng Chen Sanja Fidler 119 252 0 16 Mar 2019
Methods for Segmentation and Classification of Digital Microscopy Tissue Images Q. Vu S. Graham Minh-Son To Muhammad Shaban Talha Qaiser ... Tianhao Zhao Rajarsi R. Gupta J. T. Kwak Nasir M. Rajpoot Joel H. Saltz 56 269 0 31 Oct 2018
Segmentation of Skin Lesions and their Attributes Using Multi-Scale Convolutional Neural Networks and Domain Specific Augmentations Mostafa Jahanifar Neda Zamani Tajeddin Navid Alemi Koohbanani A. Gooya Nasir M. Rajpoot 37 34 0 23 Sep 2018
Fluid Annotation: A Human-Machine Collaboration Interface for Full Image Annotation Mykhaylo Andriluka J. Uijlings V. Ferrari VLM 36 81 0 20 Jun 2018
Revisiting Dilated Convolution: A Simple Approach for Weakly- and Semi- Supervised Semantic Segmentation Yunchao Wei Huaxin Xiao Humphrey Shi Zequn Jie Jiashi Feng Thomas S. Huang SSeg 70 543 0 11 May 2018
Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++ David Acuna Huan Ling Amlan Kar Sanja Fidler 24 402 0 26 Mar 2018
Deep Extreme Cut: From Extreme Points to Object Segmentation Kevis-Kokitsi Maninis Sergi Caelles Jordi Pont-Tuset Luc Van Gool 48 418 0 24 Nov 2017
Interactive Medical Image Segmentation using Deep Learning with Image-specific Fine-tuning Guotai Wang Wenqi Li Maria A. Zuluaga R. Pratt P. Patel ... T. Doel A. David Jan Deprest Sebastien Ourselin Tom Vercauteren 58 689 0 11 Oct 2017
Extreme clicking for efficient object annotation Dim P. Papadopoulos J. Uijlings Frank Keller V. Ferrari 25 245 0 09 Aug 2017
A Review on Deep Learning Techniques Applied to Semantic Segmentation Alberto Garcia-Garcia Sergio Orts Sergiu Oprea Victor Villena-Martinez Jose Garcia-Rodriguez 3DV SSeg 77 1,274 0 22 Apr 2017
DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation Hao Chen Xiaojuan Qi Lequan Yu Pheng-Ann Heng MedIm 47 578 0 10 Apr 2016
Spatio-temporal video autoencoder with differentiable memory Viorica Patraucean Ankur Handa R. Cipolla 56 307 0 19 Nov 2015
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 669 15,718 0 02 Nov 2015