End to End Trainable Active Contours via Differentiable Rendering

1 December 2019

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Papers citing "End to End Trainable Active Contours via Differentiable Rendering"

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Title
CNN-based Semantic Segmentation using Level Set Loss Youngeun Kim Seunghyeon Kim Taekyung Kim Changick Kim SSeg 117 57 0 02 Oct 2019
DARNet: Deep Active Ray Network for Building Segmentation Dominic Cheng Renjie Liao Sanja Fidler R. Urtasun 3DV 128 109 0 15 May 2019
Fast Interactive Object Annotation with Curve-GCN Huan Ling Jun Gao Amlan Kar Wenzheng Chen Sanja Fidler 136 252 0 16 Mar 2019
Unsupervised Learning of Shape and Pose with Differentiable Point Clouds Eldar Insafutdinov Alexey Dosovitskiy 3DPC 71 244 0 22 Oct 2018
Breast Tumor Segmentation and Shape Classification in Mammograms using Generative Adversarial and Convolutional Neural Network V. Singh Hatem A. Rashwan S. Romaní Farhan Akram Nidhi Pandey ... Adel Saleh M. Arenas Miguel Arquez D. Puig J. Torrents-Barrena MedIm GAN 55 186 0 05 Sep 2018
Improved Breast Mass Segmentation in Mammograms with Conditional Residual U-net Heyi Li Dongdong Chen B. Nailon Mike Davies Dave Laurenson SSeg 60 48 0 27 Aug 2018
Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++ David Acuna Huan Ling Amlan Kar Sanja Fidler 99 403 0 26 Mar 2018
Learning deep structured active contours end-to-end Diego Marcos D. Tuia B. Kellenberger Lisa Zhang Min Bai Renjie Liao R. Urtasun 62 157 0 16 Mar 2018
Neural 3D Mesh Renderer Hiroharu Kato Yoshitaka Ushiku Tatsuya Harada 3DV 73 1,045 0 20 Nov 2017
Adversarial Deep Structured Nets for Mass Segmentation from Mammograms Wentao Zhu Xiang Xiang T. Tran Gregory Hager Xiaohui Xie MedIm 35 113 0 24 Oct 2017
Learning Aerial Image Segmentation from Online Maps Pascal Kaiser Jan Dirk Wegner Aurelien Lucchi Martin Jaggi Thomas Hofmann Konrad Schindler SSeg SSL 39 284 0 21 Jul 2017
Annotating Object Instances with a Polygon-RNN Lluis Castrejon Kaustav Kundu R. Urtasun Sanja Fidler SSeg 108 360 0 18 Apr 2017
TorontoCity: Seeing the World with a Million Eyes Shenlong Wang Min Bai Gellért Máttyus Hang Chu Wenjie Luo Binh Yang Justin Liang Joel Cheverie Sanja Fidler R. Urtasun 3DV ViT 61 178 0 01 Dec 2016
Deep Watershed Transform for Instance Segmentation Min Bai R. Urtasun ISeg SSeg 118 523 0 24 Nov 2016
Deep Active Contours Christian Rupprecht Elizabeth Huaroc Maximilian Baust Nassir Navab 235 64 0 18 Jul 2016
3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation Özgün Çiçek Ahmed Abdulkadir S. Lienkamp Thomas Brox Olaf Ronneberger 3DV 3DPC SSeg 3DH 152 6,537 0 21 Jun 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 265 18,240 0 02 Jun 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 1.1K 11,623 0 06 Apr 2016
A Combined Deep-Learning and Deformable-Model Approach to Fully Automatic Segmentation of the Left Ventricle in Cardiac MRI M. Avendi A. Kheradvar Hamid Jafarkhani 64 565 0 25 Dec 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014