Urban Change Detection for Multispectral Earth Observation Using Convolutional Neural Networks

19 October 2018

Papers citing "Urban Change Detection for Multispectral Earth Observation Using Convolutional Neural Networks"

33 / 33 papers shown

Title
Satellite Federated Fine-Tuning for Foundation Models in Space Computing Power Networks Yan zhu Jingyang Zhu Ting Wang Yuanming Shi Chunxiao Jiang Khaled B. Letaief 37 0 0 14 Apr 2025
Continuous Urban Change Detection from Satellite Image Time Series with Temporal Feature Refinement and Multi-Task Integration Sebastian Hafner Heng Fang Hossein Azizpour Y. Ban 62 1 0 20 Jan 2025
Satellite image classification with neural quantum kernels Pablo Rodriguez-Grasa Robert Farzan-Rodriguez Gabriele Novelli Yue Ban Mikel Sanz 36 0 0 30 Sep 2024
HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model Di Wang Meiqi Hu Yao Jin Yuchun Miao Jiaqi Yang ... Lefei Zhang Chen Wu Bo Du Dacheng Tao Liangpei Zhang 69 27 0 17 Jun 2024
Pre-examinations Improve Automated Metastases Detection on Cranial MRI K. Deike-Hofmann Dorottya Dancs D. Paech H. Schlemmer Klaus Maier-Hein P. Bäumer A. Radbruch Michael Götz 28 4 0 13 Mar 2024
SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation Imagery Xin Guo Jiangwei Lao Bo Dang Yingying Zhang Lei Yu ... Jian Wang Jingdong Chen Ming Yang Yongjun Zhang Yansheng Li 41 119 0 15 Dec 2023
FPCD: An Open Aerial VHR Dataset for Farm Pond Change Detection Chintan Tundia Rajiv Kumar O. Damani G. Sivakumar 25 3 0 28 Feb 2023
Towards Geospatial Foundation Models via Continual Pretraining Matías Mendieta Boran Han Xingjian Shi Yi Zhu Chen Chen VLM AI4CE 48 65 0 09 Feb 2023
SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth Observation Yi Wang Nassim Ait Ali Braham Zhitong Xiong Chenying Liu C. Albrecht Xiao Xiang Zhu 34 71 0 13 Nov 2022
DiSC: Differential Spectral Clustering of Features Ram Dyuthi Sristi Gal Mishne Ariel Jaffe 17 5 0 10 Nov 2022
Transformers in Remote Sensing: A Survey Abdulaziz Amer Aleissaee Amandeep Kumar Rao Muhammad Anwer Salman Khan Hisham Cholakkal Guisong Xia Fahad Shahbaz Khan ViT 57 177 0 02 Sep 2022
SeasoNet: A Seasonal Scene Classification, segmentation and Retrieval dataset for satellite Imagery over Germany Dominik Koßmann Viktor Brack T. Wilhelm BDL 14 9 0 19 Jul 2022
Inferring 3D change detection from bitemporal optical images V. Marsocci V. Coletta R. Ravanelli Simone Scardapane M. Crespi 3DPC 33 19 0 31 May 2022
Urban Change Forecasting from Satellite Images Nando Metzger Mehmet Özgür Türkoglu Rodrigo Caye Daudt Jan Dirk Wegner Konrad Schindler 33 2 0 27 Apr 2022
Unsupervised Change Detection Based on Image Reconstruction Loss Hyeoncheol Noh Jingi Ju Min-seok Seo Jong-chan Park Dong-Geol Choi 33 36 0 04 Apr 2022
A Dual Neighborhood Hypergraph Neural Network for Change Detection in VHR Remote Sensing Images Junzheng Wu Ruigang Fu Qiang Liu W. Ni Kenan Cheng Biao Li Yuli Sun 18 8 0 27 Feb 2022
Fully Convolutional Change Detection Framework with Generative Adversarial Network for Unsupervised, Weakly Supervised and Regional Supervised Change Detection Chen Wu Bo Du Lefei Zhang 25 111 0 16 Jan 2022
Weakly Supervised Change Detection Using Guided Anisotropic Difusion Rodrigo Caye Daudt Bertrand Le Saux Alexandre Boulch Y. Gousseau 24 16 0 31 Dec 2021
Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks Peri Akiva Matthew Purri Matthew J. Leotta SSL 24 58 0 03 Dec 2021
WRICNet:A Weighted Rich-scale Inception Coder Network for Multi-Resolution Remote Sensing Image Change Detection Yu Jiang Lei Hu Yongmei Zhang Xin Yang 22 8 0 18 Aug 2021
S2Looking: A Satellite Side-Looking Dataset for Building Change Detection Li Shen Yao Lu Hao Chen Hao Wei Donghai Xie Jiabao Yue Rui Chen Shouye Lv Bitao Jiang 26 141 0 20 Jul 2021
Super-resolution-based Change Detection Network with Stacked Attention Module for Images with Different Resolutions Mengxi Liu Q. Shi Andrea Marinoni Da He Xiaoping Liu Liangpei Zhang 51 121 0 27 Feb 2021
A Multiscale Graph Convolutional Network for Change Detection in Homogeneous and Heterogeneous Remote Sensing Images Junzheng Wu Biao Li Yao Qin W. Ni Han Zhang Yuli Sun 28 58 0 16 Feb 2021
Self-Supervised Multisensor Change Detection Sudipan Saha Patrick Ebel Xiaoxiang Zhu SSL 29 80 0 12 Feb 2021
Self-supervised pre-training enhances change detection in Sentinel-2 imagery Marrit Leenstra Diego Marcos F. Bovolo D. Tuia SSL 82 42 0 20 Jan 2021
Hi-UCD: A Large-scale Dataset for Urban Semantic Change Detection in Remote Sensing Imagery S. Tian A. Ma Zhuo Zheng Yanfei Zhong 19 55 0 06 Nov 2020
Semantic Change Detection with Asymmetric Siamese Networks Kunping Yang Gui-Song Xia Zicheng Liu Bo Du Wen Yang Marcello Pelillo Liangpei Zhang 55 33 0 12 Oct 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 23 21 0 22 Jun 2020
Unsupervised Change Detection in Multi-temporal VHR Images Based on Deep Kernel PCA Convolutional Mapping Network Chen Wu Hongruixuan Chen Bo Do Liangpei Zhang 19 118 0 18 Dec 2019
Detecting Urban Changes with Recurrent Neural Networks from Multitemporal Sentinel-2 Data M. Papadomanolaki Sagar Verma Maria Vakalopoulou Siddharth Gupta Konstantinos Karantzalos 30 116 0 17 Oct 2019
BreizhCrops: A Time Series Dataset for Crop Type Mapping M. Rußwurm Charlotte Pelletier Maximilian Zollner Sébastien Lefèvre Marco Korner AI4TS 29 72 0 28 May 2019
Fully Convolutional Siamese Networks for Change Detection Rodrigo Caye Daudt Bertrand Le Saux Alexandre Boulch 37 1,094 0 19 Oct 2018
Multitask Learning for Large-scale Semantic Change Detection Rodrigo Caye Daudt Bertrand Le Saux Alexandre Boulch Y. Gousseau 28 19 0 19 Oct 2018