DeepCut: Object Segmentation from Bounding Box Annotations using
Convolutional Neural Networks

DeepCut: Object Segmentation from Bounding Box Annotations using Convolutional Neural Networks

25 May 2016

Konstantinos Kamnitsas

Jonathan Passerat-Palmbach

Mellisa Damodaram

Mary A. Rutherford

Joseph V. Hajnal

Daniel Rueckert

Papers citing "DeepCut: Object Segmentation from Bounding Box Annotations using Convolutional Neural Networks"

10 / 10 papers shown

Title
MediSee: Reasoning-based Pixel-level Perception in Medical Images Qinyue Tong Ziqian Lu Jun Liu Yangming Zheng Zheming Lu LRM 108 0 0 15 Apr 2025
Interactive 3D Medical Image Segmentation with SAM 2 Chuyun Shen Wenhao Li Yuhang Shi Xiangfeng Wang VLM MedIm 57 14 0 05 Aug 2024
Learning under Distributed Weak Supervision Martin Rajchl M. J. Lee Franklin Schrans A. Davidson Jonathan Passerat-Palmbach G. Tarroni A. Alansary Ozan Oktay Bernhard Kainz Daniel Rueckert 53 23 0 03 Jun 2016
BoxSup: Exploiting Bounding Boxes to Supervise Convolutional Networks for Semantic Segmentation Jifeng Dai Kaiming He Jian Sun 185 1,045 0 05 Mar 2015
Conditional Random Fields as Recurrent Neural Networks Shuai Zheng Sadeep Jayasumana Bernardino Romera-Paredes Vibhav Vineet Zhizhong Su Dalong Du Chang Huang Philip Torr SSeg 238 2,536 0 11 Feb 2015
Fully Convolutional Multi-Class Multiple Instance Learning Deepak Pathak Evan Shelhamer Jonathan Long Trevor Darrell SSL 89 316 0 22 Dec 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 43,667 0 01 May 2014
Theano: new features and speed improvements Frédéric Bastien Pascal Lamblin Razvan Pascanu James Bergstra Ian Goodfellow Arnaud Bergeron Nicolas Bouchard David Warde-Farley Yoshua Bengio 91 1,419 0 23 Nov 2012
Efficient Inference in Fully Connected CRFs with Gaussian Edge Potentials Philipp Krahenbuhl V. Koltun 132 3,452 0 20 Oct 2012
Multi-column Deep Neural Networks for Image Classification D. Ciresan U. Meier Jürgen Schmidhuber 162 3,942 0 13 Feb 2012

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.