Land-Cover Classification with High-Resolution Remote Sensing Images Using Transferable Deep Models

16 July 2018

Papers citing "Land-Cover Classification with High-Resolution Remote Sensing Images Using Transferable Deep Models"

40 / 90 papers shown

Title
EHSNet: End-to-End Holistic Learning Network for Large-Size Remote Sensing Image Semantic Segmentation Wei Chen Yansheng Li Bo Dang Yongjun Zhang 29 3 0 21 Nov 2022
Scene-to-Patch Earth Observation: Multiple Instance Learning for Land Cover Classification Joseph Early Y.-J. C. Deweese C. Evers Sarvapali Ramchurn 18 1 0 15 Nov 2022
Rare Wildlife Recognition with Self-Supervised Representation Learning Xiaochen Zheng SSL 25 2 0 29 Oct 2022
Hierarchical Instance Mixing across Domains in Aerial Segmentation Edoardo Arnaudo A. Tavera F. Dominici Carlo Masone Barbara Caputo 19 7 0 12 Oct 2022
EarthNets: Empowering AI in Earth Observation Zhitong Xiong Fahong Zhang Yi Wang Yilei Shi Xiao Xiang Zhu 86 73 0 10 Oct 2022
Hyperspectral Remote Sensing Benchmark Database for Oil Spill Detection with an Isolation Forest-Guided Unsupervised Detector Puhong Duan Xudong Kang Pedram Ghamisi 53 62 0 28 Sep 2022
Language-aware Domain Generalization Network for Cross-Scene Hyperspectral Image Classification Yuxiang Zhang Mengmeng Zhang Wei Li Shuai Wang Ran Tao VLM 34 110 0 06 Sep 2022
Single-source Domain Expansion Network for Cross-Scene Hyperspectral Image Classification Yuxiang Zhang Wei Li Weidong Sun Ran Tao Qian Du 20 188 0 04 Sep 2022
Enabling Country-Scale Land Cover Mapping with Meter-Resolution Satellite Imagery Xin-Yi Tong Guisong Xia Xiaoxiang Zhu AI4TS 40 61 0 01 Sep 2022
MKANet: A Lightweight Network with Sobel Boundary Loss for Efficient Land-cover Classification of Satellite Remote Sensing Imagery Zhiqi Zhang W. Lu Jinshan Cao Guangqi Xie 35 15 0 28 Jul 2022
Consecutive Pretraining: A Knowledge Transfer Learning Strategy with Relevant Unlabeled Data for Remote Sensing Domain Tong Zhang Peng Gao Hao-Chen Dong Zhuang Yin Guanqun Wang Wei Zhang He Chen 33 33 0 08 Jul 2022
All Grains, One Scheme (AGOS): Learning Multi-grain Instance Representation for Aerial Scene Classification Qi Bi Beichen Zhou K. Qin Qinghao Ye Guisong Xia 18 39 0 06 May 2022
A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning Dimitrios Sykas Maria Sdraka Dimitrios Zografakis Ioannis Papoutsis 25 36 0 02 Apr 2022
Feature Transformation for Cross-domain Few-shot Remote Sensing Scene Classification Qiaoli Chen Zhihao Chen Wei Luo 30 5 0 04 Mar 2022
A Review of Landcover Classification with Very-High Resolution Remotely Sensed Optical Images-Analysis Unit,Model Scalability and Transferability R. Qin Tao Liu 24 61 0 07 Feb 2022
Aerial Scene Parsing: From Tile-level Scene Classification to Pixel-wise Semantic Labeling Yang Long Gui-Song Xia Lefei Zhang Gong Cheng Deren Li 16 14 0 06 Jan 2022
Hidden Path Selection Network for Semantic Segmentation of Remote Sensing Images Kunping Yang Xin-Yi Tong Gui-Song Xia Weiming Shen Liangpei Zhang 10 14 0 09 Dec 2021
Benchmarking and scaling of deep learning models for land cover image classification Ioannis Papoutsis N. Bountos Angelos Zavras Dimitrios Michail Christos Tryfonopoulos 24 55 0 18 Nov 2021
TorchGeo: Deep Learning With Geospatial Data Adam J. Stewart Caleb Robinson Isaac Corley Anthony Ortiz J. L. Ferres Arindam Banerjee 3DPC 32 76 0 17 Nov 2021
Do we still need ImageNet pre-training in remote sensing scene classification? Vladimir Risojević Vladan Stojnić 38 11 0 05 Nov 2021
LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation Junjue Wang Zhuo Zheng A. Ma Xiaoyan Lu Yanfei Zhong 40 323 0 17 Oct 2021
UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery Libo Wang Rui Li Ce Zhang Shenghui Fang Chenxi Duan Xiaoliang Meng P. M. Atkinson ViT 43 624 0 18 Sep 2021
Ultra-high Resolution Image Segmentation via Locality-aware Context Fusion and Alternating Local Enhancement Wenxi Liu Qi Li Xin Lin Weixiang Yang Shengfeng He Yuanlong Yu 29 7 0 06 Sep 2021
LUAI Challenge 2021 on Learning to Understand Aerial Images Guisong Xia Jian Ding Ming Qian Nan Xue Jiaming Han ... Zhuojun Dong Jie Zhang Qianyue Bao Zixiao Zhang Fang Liu 29 1 0 30 Aug 2021
Self-Supervised Pretraining and Controlled Augmentation Improve Rare Wildlife Recognition in UAV Images Xiaochen Zheng B. Kellenberger R. Gong I. Hajnsek D. Tuia 30 12 0 17 Aug 2021
Looking Outside the Window: Wide-Context Transformer for the Semantic Segmentation of High-Resolution Remote Sensing Images L. Ding Dong Lin Shaofu Lin Jing Zhang Xiaojie Cui Yuebin Wang H. Tang Lorenzo Bruzzone ViT 31 97 0 29 Jun 2021
Attention Toward Neighbors: A Context Aware Framework for High Resolution Image Segmentation Fahim Faisal Niloy M. A. Amin A. Ali A. Rahman SSeg 19 4 0 24 Jun 2021
Land Cover Mapping in Limited Labels Scenario: A Survey Rahul Ghosh X. Jia Vipin Kumar 34 6 0 03 Mar 2021
HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic Coastline Konrad Heidler Lichao Mou C. Baumhoer A. Dietz Xiaoxiang Zhu 36 111 0 02 Mar 2021
ABCNet: Attentive Bilateral Contextual Network for Efficient Semantic Segmentation of Fine-Resolution Remote Sensing Images Rui Li Chenxi Duan SSeg 11 152 0 04 Feb 2021
Semantic Segmentation of Medium-Resolution Satellite Imagery using Conditional Generative Adversarial Networks Aditya Kulkarni Tharun Mohandoss Daniel Northrup Ernest Mwebaze Hamed Alemohammad GAN MedIm SSeg 31 4 0 05 Dec 2020
Semantic Change Detection with Asymmetric Siamese Networks Kunping Yang Gui-Song Xia Zicheng Liu Bo Du Wen Yang Marcello Pelillo Liangpei Zhang 53 33 0 12 Oct 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 32 369 0 03 Sep 2020
Land Cover Classification from Remote Sensing Images Based on Multi-Scale Fully Convolutional Network Rui Li Shunyi Zheng Chenxi Duan Ce Zhang 18 97 0 01 Aug 2020
Linear Attention Mechanism: An Efficient Attention for Semantic Segmentation Rui Li Jianlin Su Chenxi Duan Shunyi Zheng 3DV 20 35 0 29 Jul 2020
On Creating Benchmark Dataset for Aerial Image Interpretation: Reviews, Guidances and Million-AID Yang Long Guisong Xia Shengyang Li Wen Yang M. Yang Xiaoxiang Zhu Liangpei Zhang Deren Li 18 21 0 22 Jun 2020
Integrating global spatial features in CNN based Hyperspectral/SAR imagery classification Fan Zhang MinChao Yan Chen Hu Jun Ni Fei Ma 6 0 0 30 May 2020
Meta-Learning for Few-Shot Land Cover Classification M. Rußwurm Sherrie Wang Marco Körner David B. Lobell 9 83 0 28 Apr 2020
Borrowing Treasures from the Wealthy: Deep Transfer Learning through Selective Joint Fine-tuning Weifeng Ge Yizhou Yu 94 233 0 28 Feb 2017
How Useful is Region-based Classification of Remote Sensing Images in a Deep Learning Framework? Nicolas Audebert Bertrand Le Saux Sébastien Lefèvre 24 40 0 22 Sep 2016