Polygonal Building Segmentation by Frame Field Learning

30 April 2020

Papers citing "Polygonal Building Segmentation by Frame Field Learning"

23 / 23 papers shown

Title
Beyond Fixed Grid: Learning Geometric Image Representation with a Deformable Grid Jun Gao Zian Wang Jinchen Xuan Sanja Fidler 27 28 0 21 Aug 2020
Machine-learned Regularization and Polygonization of Building Segmentation Masks Stefano Zorzi K. Bittner Friedrich Fraundorfer GAN 79 58 0 24 Jul 2020
Regularization of Building Boundaries in Satellite Images using Adversarial and Regularized Losses Stefano Zorzi Friedrich Fraundorfer GAN 13 20 0 23 Jul 2020
DiResNet: Direction-aware Residual Network for Road Extraction in VHR Remote Sensing Images L. Ding Lorenzo Bruzzone 28 65 0 14 May 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 242 42,038 0 03 Dec 2019
BSP-Net: Generating Compact Meshes via Binary Space Partitioning Zhiqin Chen Andrea Tagliasacchi Hao Zhang 74 309 0 16 Nov 2019
Learning to Approximate Directional Fields Defined over 2D Planes Maria Taktasheva Albert Matveev Alexey Artemov Evgeny Burnaev 113 4 0 01 Jul 2019
Fast Interactive Object Annotation with Curve-GCN Huan Ling Jun Gao Amlan Kar Wenzheng Chen Sanja Fidler 119 252 0 16 Mar 2019
Noisy Supervision for Correcting Misaligned Cadaster Maps Without Perfect Ground Truth Data N. Girard Guillaume Charpiat Y. Tarabalka 56 14 0 12 Mar 2019
Topological Map Extraction from Overhead Images Zuoyue Li Jan Dirk Wegner Aurelien Lucchi 62 159 0 04 Dec 2018
Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++ David Acuna Huan Ling Amlan Kar Sanja Fidler 47 402 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 46 294 0 26 Mar 2018
Path Aggregation Network for Instance Segmentation Shu Liu Lu Qi Haifang Qin Jianping Shi Jiaya Jia ISeg SSeg 86 5,696 0 05 Mar 2018
Vectorization of Line Drawings via PolyVector Fields Mikhail Bessmeltsev Justin Solomon 28 93 0 05 Jan 2018
Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations Carole H Sudre Wenqi Li Tom Vercauteren Sébastien Ourselin M. Jorge Cardoso SSeg 90 2,132 0 11 Jul 2017
Rethinking Atrous Convolution for Semantic Image Segmentation Liang-Chieh Chen George Papandreou Florian Schroff Hartwig Adam SSeg 152 8,425 0 17 Jun 2017
Annotating Object Instances with a Polygon-RNN Lluis Castrejon Kaustav Kundu R. Urtasun Sanja Fidler SSeg 71 359 0 18 Apr 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 298 27,018 0 20 Mar 2017
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.4K 192,638 0 10 Dec 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.2K 76,547 0 18 May 2015
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 244 43,290 0 01 May 2014
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 98 12,163 0 19 Dec 2013
Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation Yoshua Bengio Nicholas Léonard Aaron Courville 305 3,099 0 15 Aug 2013