High-Resolution Semantic Labeling with Convolutional Neural Networks

7 November 2016

Papers citing "High-Resolution Semantic Labeling with Convolutional Neural Networks"

29 / 29 papers shown

Title
Segment Using Just One Example Pratik Vora Sudipan Saha VLM 88 2 0 14 Aug 2024
Self-Correlation and Cross-Correlation Learning for Few-Shot Remote Sensing Image Semantic Segmentation Linhan Wang Shuo Lei Jianfeng He Shengkun Wang Min Zhang Chang-Tien Lu 99 8 0 11 Sep 2023
Accurate Polygonal Mapping of Buildings in Satellite Imagery Bowen Xu Jiakun Xu Nan Xue Guisong Xia 134 14 0 01 Aug 2022
Deep Learning and Earth Observation to Support the Sustainable Development Goals Claudio Persello Jan Dirk Wegner Ronny Hansch D. Tuia Pedram Ghamisi M. Koeva Gustau Camps-Valls 87 4 0 21 Dec 2021
Segmentation of VHR EO Images using Unsupervised Learning Sudipan Saha Lichao Mou Muhammad Shahzad Xiao Xiang Zhu 84 1 0 09 Jul 2021
Transformer Meets Convolution: A Bilateral Awareness Network for Semantic Segmentation of Very Fine Resolution Urban Scene Images Libo Wang Rui Li Dongzhi Wang Chenxi Duan Teng Wang Xiaoliang Meng ViT 161 175 0 23 Jun 2021
A hierarchical deep learning framework for the consistent classification of land use objects in geospatial databases Chun Yang Franz Rottensteiner Christian Heipke 110 21 0 14 Apr 2021
Semantic Segmentation of Remote Sensing Images with Sparse Annotations Yuansheng Hua Diego Marcos Lichao Mou Xiaoxiang Zhu D. Tuia 141 88 0 10 Jan 2021
A deep network approach to multitemporal cloud detection D. Tuia B. Kellenberger Adrián Pérez-Suay Gustau Camps-Valls 97 11 0 09 Dec 2020
Scale Aware Adaptation for Land-Cover Classification in Remote Sensing Imagery XueQing Deng Yi Zhu Yuxin Tian Shawn D. Newsam 130 27 0 08 Dec 2020
Multi-Attention-Network for Semantic Segmentation of Fine Resolution Remote Sensing Images Rui Li Shunyi Zheng Chenxi Duan Ce Zhang Jianlin Su P. M. Atkinson SSeg 183 426 0 03 Sep 2020
Model Generalization in Deep Learning Applications for Land Cover Mapping Lucas Hu Caleb Robinson B. Dilkina 541 9 0 09 Aug 2020
Fully Convolutional Open Set Segmentation Hugo Oliveira C. Silva Gabriel L. S. Machado Keiller Nogueira J. A. dos Santos SSeg 114 28 0 25 Jun 2020
Boundary Regularized Building Footprint Extraction From Satellite Images Using Deep Neural Network Kang Zhao Muhammad Kamran Gunho Sohn 137 11 0 23 Jun 2020
Improvement in Land Cover and Crop Classification based on Temporal Features Learning from Sentinel-2 Data Using Recurrent-Convolutional Neural Network (R-CNN) Vittorio Mazzia Aleem Khaliq Marcello Chiaberge 76 107 0 27 Apr 2020
Strip Pooling: Rethinking Spatial Pooling for Scene Parsing Qibin Hou Li Zhang Ming-Ming Cheng Jiashi Feng SSeg 3DPC 103 541 0 30 Mar 2020
Hybrid Multiple Attention Network for Semantic Segmentation in Aerial Images Ruigang Niu Xian Sun Yu Tian Wenhui Diao Kaiqiang Chen Kun Fu 104 12 0 09 Jan 2020
ColorMapGAN: Unsupervised Domain Adaptation for Semantic Segmentation Using Color Mapping Generative Adversarial Networks O. Tasar S. Happy Y. Tarabalka Pierre Alliez GAN 114 118 0 30 Jul 2019
An Entropic Optimal Transport Loss for Learning Deep Neural Networks under Label Noise in Remote Sensing Images B. Damodaran Rémi Flamary Vivien Seguy Nicolas Courty NoLa 85 40 0 02 Oct 2018
Decision fusion with multiple spatial supports by conditional random fields D. Tuia Michele Volpi G. Moser AI4CE 63 31 0 24 Aug 2018
Deep multi-task learning for a geographically-regularized semantic segmentation of aerial images Michele Volpi D. Tuia 120 87 0 23 Aug 2018
A framework for remote sensing images processing using deep learning technique R. Cresson 47 37 0 17 Jul 2018
Land-Cover Classification with High-Resolution Remote Sensing Images Using Transferable Deep Models Xin-Yi Tong Guisong Xia Qikai Lu Huanfeng Shen Shengyang Li S. You Liangpei Zhang 167 802 0 16 Jul 2018
Building Damage Annotation on Post-Hurricane Satellite Imagery Based on Convolutional Neural Networks Q. D. Cao Youngjun Choe 89 22 0 04 Jul 2018
RiFCN: Recurrent Network in Fully Convolutional Network for Semantic Segmentation of High Resolution Remote Sensing Images Lichao Mou Xiaoxiang Zhu SSeg 203 78 0 05 May 2018
Land cover mapping at very high resolution with rotation equivariant CNNs: towards small yet accurate models Diego Marcos Michele Volpi B. Kellenberger D. Tuia 158 242 0 16 Mar 2018
Deep learning in remote sensing: a review Xiaoxiang Zhu D. Tuia Lichao Mou Gui-Song Xia Liangpei Zhang Feng Xu Friedrich Fraundorfer 148 1,661 0 11 Oct 2017
Computer Vision for Autonomous Vehicles: Problems, Datasets and State of the Art J. Janai Fatma Guney Aseem Behl Andreas Geiger 222 836 0 18 Apr 2017
Classification With an Edge: Improving Semantic Image Segmentation with Boundary Detection D. Marmanis Konrad Schindler Jan Dirk Wegner S. Galliani Mihai Datcu Uwe Stilla 149 615 0 05 Dec 2016