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 111 0 0 15 Apr 2025
Interactive 3D Medical Image Segmentation with SAM 2 Chuyun Shen Wenhao Li Yuhang Shi Xiangfeng Wang VLM MedIm 59 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 56 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 241 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