Uncertainty, Edge, and Reverse-Attention Guided Generative Adversarial Network for Automatic Building Detection in Remotely Sensed Images

10 December 2021

Papers citing "Uncertainty, Edge, and Reverse-Attention Guided Generative Adversarial Network for Automatic Building Detection in Remotely Sensed Images"

32 / 32 papers shown

Title
Machine-learned Regularization and Polygonization of Building Segmentation Masks Stefano Zorzi K. Bittner Friedrich Fraundorfer GAN 105 58 0 24 Jul 2020
Improving Semantic Segmentation via Decoupled Body and Edge Supervision Xiangtai Li Xia Li Li Zhang Guangliang Cheng Jianping Shi Zhouchen Lin Shaohua Tan Yunhai Tong 231 257 0 20 Jul 2020
Hierarchical Multi-Scale Attention for Semantic Segmentation Andrew Tao Karan Sapra Bryan Catanzaro SSeg 75 452 0 21 May 2020
Contextual Pyramid Attention Network for Building Segmentation in Aerial Imagery Clint Sebastian Raffaele Imbriaco Egor Bondarev Peter H. N. de With SSeg 15 5 0 15 Apr 2020
Adversarial Loss for Semantic Segmentation of Aerial Imagery Clint Sebastian Raffaele Imbriaco Egor Bondarev Peter H. N. de With SSeg 13 8 0 13 Jan 2020
Semantic Segmentation from Remote Sensor Data and the Exploitation of Latent Learning for Classification of Auxiliary Tasks B. Chatterjee Charalambos (Charis) Poullis SSeg 28 17 0 19 Dec 2019
Panoptic-DeepLab Bowen Cheng Maxwell D. Collins Yukun Zhu Ting Liu Thomas S. Huang Hartwig Adam Liang-Chieh Chen 79 613 0 10 Oct 2019
Segmentation Transformer: Object-Contextual Representations for Semantic Segmentation Yuhui Yuan Xiaokang Chen Xilin Chen Jingdong Wang ViT 239 1,420 0 24 Sep 2019
Reducing the Hausdorff Distance in Medical Image Segmentation with Convolutional Neural Networks Davood Karimi Septimiu E. Salcudean MedIm 82 397 0 22 Apr 2019
ESFNet: Efficient Network for Building Extraction from High-Resolution Aerial Images Jingbo Lin Weipeng Jing Houbing Song Guangsheng Chen 58 47 0 29 Mar 2019
SpaceNet MVOI: a Multi-View Overhead Imagery Dataset N. Weir David Lindenbaum A. Bastidas A. V. Etten Sean McPherson Jacob Shermeyer V. Vijay Hanlin Tang 64 71 0 28 Mar 2019
FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation Huikai Wu Junge Zhang Kaiqi Huang Kongming Liang Yizhou Yu SSeg 92 299 0 28 Mar 2019
Dual Attention Network for Scene Segmentation J. Fu Qingbin Liu Haijie Tian Yong Li Yongjun Bao Zhiwei Fang Hanqing Lu SSeg 324 5,114 0 09 Sep 2018
Reverse Attention for Salient Object Detection Shuhan Chen Xiuli Tan Benge Wang Xuelong Hu 66 559 0 26 Jul 2018
SpaceNet: A Remote Sensing Dataset and Challenge Series A. V. Etten David Lindenbaum Todd M. Bacastow 74 393 0 03 Jul 2018
TernausNetV2: Fully Convolutional Network for Instance Segmentation V. Iglovikov Selim S. Seferbekov A. Buslaev Alexey A. Shvets SSeg 76 157 0 03 Jun 2018
DeepGlobe 2018: A Challenge to Parse the Earth through Satellite Images Ilke Demir Krzysztof Koperski David Lindenbaum Guan Pang Jing Huang Saikat Basu Forest Hughes D. Tuia Ramesh Raskar 56 844 0 17 May 2018
A Multi-Stage Multi-Task Neural Network for Aerial Scene Interpretation and Geolocalization Alina Marcu Dragos Costea E. Slusanschi Marius Leordeanu SSeg 63 33 0 04 Apr 2018
Automatic Pixelwise Object Labeling for Aerial Imagery Using Stacked U-Nets A. Khalel M. El-Saban 38 49 0 13 Mar 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 480 13,178 0 07 Feb 2018
Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks B. Bischke P. Helber Joachim Folz Damian Borth Andreas Dengel SSeg 66 249 0 18 Sep 2017
SegAN: Adversarial Network with Multi-scale $L_1$ Loss for Medical Image Segmentation Yuan Xue Tao Xu Han Zhang L. R. Long Xiaolei Huang MedIm GAN 69 549 0 06 Jun 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 366 27,244 0 20 Mar 2017
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 665 12,033 0 04 Dec 2016
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation Guosheng Lin Anton Milan Chunhua Shen Ian Reid AI4TS SSeg 271 2,851 0 20 Nov 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 267 18,267 0 02 Jun 2016
Multi-Scale Context Aggregation by Dilated Convolutions Feng Yu V. Koltun SSeg 271 8,459 0 23 Nov 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,378 0 18 May 2015
Training Deeper Convolutional Networks with Deep Supervision Liwei Wang Chen-Yu Lee Zhuowen Tu Svetlana Lazebnik 62 194 0 11 May 2015
Holistically-Nested Edge Detection Saining Xie Zhuowen Tu 147 3,495 0 24 Apr 2015
Deeply-Supervised Nets Chen-Yu Lee Saining Xie Patrick W. Gallagher Zhengyou Zhang Zhuowen Tu 350 2,243 0 18 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,508 0 04 Sep 2014