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09/21/2023
Convolution and Attention Mixer for Synthetic Aperture Radar Image Change Detection
Synthetic aperture radar (SAR) image change detection is a critical task...
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04/19/2023
Physical Knowledge Enhanced Deep Neural Network for Sea Surface Temperature Prediction
Traditionally, numerical models have been deployed in oceanography studi...
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04/19/2023
Multi-scale Adaptive Fusion Network for Hyperspectral Image Denoising
Removing the noise and improving the visual quality of hyperspectral ima...
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01/09/2023
Nearest Neighbor-Based Contrastive Learning for Hyperspectral and LiDAR Data Classification
The joint hyperspectral image (HSI) and LiDAR data classification aims t...
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09/27/2022
SuperYOLO: Super Resolution Assisted Object Detection in Multimodal Remote Sensing Imagery
In this paper, we propose an accurate yet fast small object detection me...
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09/04/2022
Single-source Domain Expansion Network for Cross-Scene Hyperspectral Image Classification
Currently, cross-scene hyperspectral image (HSI) classification has draw...
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08/09/2022
Synthetic Aperture Radar Image Change Detection via Layer Attention-Based Noise-Tolerant Network
Recently, change detection methods for synthetic aperture radar (SAR) im...
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04/12/2022
Adaptive Cross-Attention-Driven Spatial-Spectral Graph Convolutional Network for Hyperspectral Image Classification
Recently, graph convolutional networks (GCNs) have been developed to exp...
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04/09/2022
A3CLNN: Spatial, Spectral and Multiscale Attention ConvLSTM Neural Network for Multisource Remote Sensing Data Classification
The problem of effectively exploiting the information multiple data sour...
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04/01/2022
MS-HLMO: Multi-scale Histogram of Local Main Orientation for Remote Sensing Image Registration
Multi-source image registration is challenging due to intensity, rotatio...
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03/13/2022
Change Detection from Synthetic Aperture Radar Images via Dual Path Denoising Network
Benefited from the rapid and sustainable development of synthetic apertu...
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01/22/2022
Change Detection from Synthetic Aperture Radar Images via Graph-Based Knowledge Supplement Network
Synthetic aperture radar (SAR) image change detection is a vital yet cha...
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01/22/2022
Adaptive DropBlock Enhanced Generative Adversarial Networks for Hyperspectral Image Classification
In recent years, hyperspectral image (HSI) classification based on gener...
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12/29/2021
HPRN: Holistic Prior-embedded Relation Network for Spectral Super-Resolution
Spectral super-resolution (SSR) refers to the hyperspectral image (HSI) ...
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10/19/2021
Spectral Variability Augmented Sparse Unmixing of Hyperspectral Images
Spectral unmixing (SU) expresses the mixed pixels existed in hyperspectr...
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08/25/2021
Superpixel-guided Discriminative Low-rank Representation of Hyperspectral Images for Classification
In this paper, we propose a novel classification scheme for the remotely...
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06/13/2021
Hyperspectral and Multispectral Classification for Coastal Wetland Using Depthwise Feature Interaction Network
The monitoring of coastal wetlands is of great importance to the protect...
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04/14/2021
Change Detection in Synthetic Aperture Radar Images Using a Dual-Domain Network
Change detection from synthetic aperture radar (SAR) imagery is a critic...
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03/29/2021
Remote Sensing Image Translation via Style-Based Recalibration Module and Improved Style Discriminator
Existing remote sensing change detection methods are heavily affected by...
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07/16/2020
Vehicle Detection of Multi-source Remote Sensing Data Using Active Fine-tuning Network
Vehicle detection in remote sensing images has attracted increasing inte...
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05/09/2019
Feature Extraction and Classification Based on Spatial-Spectral ConvLSTM Neural Network for Hyperspectral Images
In recent years, deep learning has presented a great advance in hyperspe...
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05/05/2019
GETNET: A General End-to-end Two-dimensional CNN Framework for Hyperspectral Image Change Detection
Change detection (CD) is an important application of remote sensing, whi...
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04/10/2014
Real-time Decolorization using Dominant Colors
Decolorization is the process to convert a color image or video to its g...
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02/28/2012