Machine-learned Regularization and Polygonization of Building
Segmentation Masks

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Machine-learned Regularization and Polygonization of Building Segmentation Masks

24 July 2020

Friedrich Fraundorfer

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Papers citing "Machine-learned Regularization and Polygonization of Building Segmentation Masks"

17 / 17 papers shown

Title
Unit Region Encoding: A Unified and Compact Geometry-aware Representation for Floorplan Applications Huichao Zhang Pengyu Wang Manyi Li Zechao Li Yaguang Wu 211 0 0 19 Jan 2025
Regularization of Building Boundaries in Satellite Images using Adversarial and Regularized Losses Stefano Zorzi Friedrich Fraundorfer GAN 35 20 0 23 Jul 2020
DARNet: Deep Active Ray Network for Building Segmentation Dominic Cheng Renjie Liao Sanja Fidler R. Urtasun 3DV 131 109 0 15 May 2019
Topological Map Extraction from Overhead Images Zuoyue Li Jan Dirk Wegner Aurelien Lucchi 122 159 0 04 Dec 2018
TernausNetV2: Fully Convolutional Network for Instance Segmentation V. Iglovikov Selim S. Seferbekov A. Buslaev Alexey A. Shvets SSeg 78 157 0 03 Jun 2018
Normalized Cut Loss for Weakly-supervised CNN Segmentation Meng Tang Abdelaziz Djelouah Federico Perazzi Yuri Boykov Christopher Schroers 64 319 0 04 Apr 2018
Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++ David Acuna Huan Ling Amlan Kar Sanja Fidler 103 403 0 26 Mar 2018
On Regularized Losses for Weakly-supervised CNN Segmentation Meng Tang Federico Perazzi Abdelaziz Djelouah Ismail Ben Ayed Christopher Schroers Yuri Boykov 81 295 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 70 157 0 16 Mar 2018
Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image Segmentation Md. Zahangir Alom Mahmudul Hasan C. Yakopcic T. Taha V. Asari SSeg 97 1,019 0 20 Feb 2018
Joint Learning from Earth Observation and OpenStreetMap Data to Get Faster Better Semantic Maps Nicolas Audebert Bertrand Le Saux Sébastien Lefèvre 120 105 0 17 May 2017
Annotating Object Instances with a Polygon-RNN Lluis Castrejon Kaustav Kundu R. Urtasun Sanja Fidler SSeg 129 361 0 18 Apr 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 369 27,253 0 20 Mar 2017
Automatic Building Extraction in Aerial Scenes Using Convolutional Networks Jiangye Yuan 86 84 0 21 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,510 0 10 Dec 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 467 43,347 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014

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