Missing Data Reconstruction in Remote Sensing image with a Unified Spatial-Temporal-Spectral Deep Convolutional Neural Network

23 February 2018

Papers citing "Missing Data Reconstruction in Remote Sensing image with a Unified Spatial-Temporal-Spectral Deep Convolutional Neural Network"

34 / 34 papers shown

Title
STACI: Spatio-Temporal Aleatoric Conformal Inference Brandon Feng David K. Park Xihaier Luo Arantxa Urdangarin Shinjae Yoo Brian J. Reich 22 0 0 27 May 2025
GAIA: A Foundation Model for Operational Atmospheric Dynamics Ata Akbari Asanjan Olivia Alexander Tom Berg Clara Zhang Matt Yang ... Stephen Peng Arun Ravindran Olivier Raiman David Potere David Bell 29 0 0 15 May 2025
High-Quality Cloud-Free Optical Image Synthesis Using Multi-Temporal SAR and Contaminated Optical Data Chenxi Duan 118 0 0 23 Apr 2025
Multi-Class Traffic Assignment using Multi-View Heterogeneous Graph Attention Networks Tong Liu Hadi Meidani 81 2 0 17 Jan 2025
Enhancing Scene Classification in Cloudy Image Scenarios: A Collaborative Transfer Method with Information Regulation Mechanism using Optical Cloud-Covered and SAR Remote Sensing Images Yuze Wang Rong Xiao Haifeng Li Mariana Belgiu Chao Tao 105 0 0 08 Jan 2025
Attentive Contextual Attention for Cloud Removal Wenli Huang Ye Deng Yang Wu Jinjun Wang 93 2 0 20 Nov 2024
Multi-scale Restoration of Missing Data in Optical Time-series Images with Masked Spatial-Temporal Attention Network Zaiyan Zhang Jining Yan Yuanqi Liang Jiaxin Feng Haixu He Wei Han 39 0 0 19 Jun 2024
IDF-CR: Iterative Diffusion Process for Divide-and-Conquer Cloud Removal in Remote-sensing Images Meilin Wang Yexing Song Pengxu Wei Xiaoyu Xian Yukai Shi Liang Lin DiffM 75 15 0 18 Mar 2024
Spatio-temporal DeepKriging for Interpolation and Probabilistic Forecasting Pratik Nag Ying Sun Brian J. Reich 49 18 0 20 Jun 2023
Generative Adversarial Networks to infer velocity components in rotating turbulent flows Tianyi Li M. Buzzicotti Luca Biferale F. Bonaccorso 43 11 0 18 Jan 2023
Adapting to Skew: Imputing Spatiotemporal Urban Data with 3D Partial Convolutions and Biased Masking Bin Han Bill Howe 31 4 0 10 Jan 2023
Multi-scale data reconstruction of turbulent rotating flows with Gappy POD, Extended POD and Generative Adversarial Networks Tianyi Li M. Buzzicotti Luca Biferale F. Bonaccorso Shiyi Chen M. Wan AI4CE 43 21 0 21 Oct 2022
An Optimal Time Variable Learning Framework for Deep Neural Networks Harbir Antil Hugo Díaz Evelyn Herberg 42 4 0 18 Apr 2022
Spatiotemporal Estimation of TROPOMI NO2 Column with Depthwise Partial Convolutional Neural Network Yannic Lops Masoud Ghahremanloo A. Pouyaei Yunsoo Choi Jia Jung Seyedali Mousavinezhad A. K. Salman Davyda M. Hammond 46 7 0 12 Apr 2022
Comparison of convolutional neural networks for cloudy optical images reconstruction from single or multitemporal joint SAR and optical images R. Cresson Nicolas Narçon R. Gaetano A. Dupuis Y. Tanguy S. May B. Commandré 43 4 0 01 Apr 2022
Physics-Guided Generative Adversarial Networks for Sea Subsurface Temperature Prediction Yuxin Meng Eric Rigall Xueén Chen Feng Gao Junyu Dong Sheng Chen GAN AI4CE 61 41 0 04 Nov 2021
An Integrated Framework for the Heterogeneous Spatio-Spectral-Temporal Fusion of Remote Sensing Images Menghui Jiang Huanfeng Shen Jie Li Liangpei Zhang 78 18 0 01 Sep 2021
Spatio-Temporal SAR-Optical Data Fusion for Cloud Removal via a Deep Hierarchical Model A. Sebastianelli A. Nowakowski Erika Puglisi M. P. D. Rosso J. Mifdal F. Pirri P. Mathieu Silvia Liberata Ullo 3DPC 65 2 0 23 Jun 2021
A lightweight deep learning based cloud detection method for Sentinel-2A imagery fusing multi-scale spectral and spatial features Jun Li Zhaocong Wu Zhongwen Hu Canliang Jian Shaojie Luo Lichao Mou Xiaoxiang Zhu M. Molinier 103 55 0 29 Apr 2021
Multi-Head Linear Attention Generative Adversarial Network for Thin Cloud Removal Chenxi Duan Rui Li 110 10 0 20 Dec 2020
PAIRS AutoGeo: an Automated Machine Learning Framework for Massive Geospatial Data Wang Zhou L. Klein Siyuan Lu 36 7 0 12 Dec 2020
Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations Nando Metzger Mehmet Özgür Türkoglu Stefano Dáronco Jan Dirk Wegner Konrad Schindler BDL AI4TS 99 30 0 04 Dec 2020
Thick Cloud Removal of Remote Sensing Images Using Temporal Smoothness and Sparsity-Regularized Tensor Optimization Chenxi Duan Jun Pan Rui Li 69 36 0 11 Aug 2020
High Performance Multivariate Geospatial Statistics on Manycore Systems M. L. Salvaña Sameh Abdulah Huang Huang Hatem Ltaief Ying Sun M. Genton David E. Keyes 18 0 0 03 Aug 2020
Measuring Human and Economic Activity from Satellite Imagery to Support City-Scale Decision-Making during COVID-19 Pandemic Rodrigo Minetto Maurício Pamplona Segundo G. Rotich Sudeep Sarkar 66 28 0 16 Apr 2020
Fractional Deep Neural Network via Constrained Optimization Harbir Antil R. Khatri R. Löhner Deepanshu Verma 60 29 0 01 Apr 2020
Bilevel Optimization, Deep Learning and Fractional Laplacian Regularization with Applications in Tomography Harbir Antil Z. Di R. Khatri 58 50 0 22 Jul 2019
Deep Learning Inversion of Electrical Resistivity Data Bin Liu Qian Guo Shucai Li Benchao Liu Yuxiao Ren Yonghao Pang Xu Guo Lanbo Liu Peng-Tao Jiang 32 147 0 10 Apr 2019
Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series Charlotte Pelletier Geoffrey I. Webb F. Petitjean 115 445 0 26 Nov 2018
Deep learning based cloud detection for medium and high resolution remote sensing images of different sensors Zhiwei Li Huanfeng Shen Qing Cheng Yuhao Liu S. You Zongyi He 94 231 0 13 Oct 2018
Hybrid Noise Removal in Hyperspectral Imagery With a Spatial-Spectral Gradient Network Qiang Zhang Qiangqiang Yuan Jie Li Xinxin Liu Huanfeng Shen Liangpei Zhang 101 134 0 01 Oct 2018
Spatial-Spectral Fusion by Combining Deep Learning and Variation Model Huanfeng Shen Menghui Jiang Jie Li Qiangqiang Yuan Yanchong Wei Liangpei Zhang 72 65 0 04 Sep 2018
Hyperspectral Image Denoising Employing a Spatial-Spectral Deep Residual Convolutional Neural Network Qiangqiang Yuan Qiang Zhang Jie Li Huanfeng Shen Liangpei Zhang 135 385 0 01 Jun 2018
Optimal Neural Network Feature Selection for Spatial-Temporal Forecasting E. Covas Emmanouil Benetos AI4TS 31 8 0 30 Apr 2018