4.7 Article

Local Similarity Siamese Network for Urban Land Change Detection on Remote Sensing Images

Related references

Note: Only part of the references are listed.
Article Geochemistry & Geophysics

Remote Sensing Image Classification Based on a Cross-Attention Mechanism and Graph Convolution

Weiwei Cai et al.

Summary: In this letter, a novel cross-attention mechanism and graph convolution integration algorithm are proposed for hyperspectral data classification. Experimental results show that the proposed algorithm achieves better performances than other algorithms using different methods of training set division.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2022)

Article Geochemistry & Geophysics

Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning

Shengjie Liu et al.

Summary: Current hyperspectral image classification methods often overlook unknown classes in the unseen data, leading to potential overestimation of known land covers. A proposed multitask deep learning method, MDL4OW, addresses this issue by conducting classification and reconstruction simultaneously in an open world scenario where unknown classes may exist. The method achieved state-of-the-art results on real-world hyperspectral images, particularly improving accuracy under few-shot conditions.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2021)

Article Geochemistry & Geophysics

Domain Adaptive Transfer Attack-Based Segmentation Networks for Building Extraction From Aerial Images

Younghwan Na et al.

Summary: The article proposes a segmentation network based on a domain adaptive transfer attack (DATA) scheme for building extraction from aerial images, aiming to enhance the model's robustness and performance.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2021)

Article Geochemistry & Geophysics

Domain Adaption for Fine-Grained Urban Village Extraction From Satellite Images

Qian Shi et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2020)

Article Geochemistry & Geophysics

Objects Segmentation From High-Resolution Aerial Images Using U-Net With Pyramid Pooling Layers

Jun Hee Kim et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2019)

Article Geochemistry & Geophysics

Fully Convolutional Networks for Multisource Building Extraction From an Open Aerial and Satellite Imagery Data Set

Shunping Ji et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2019)

Article Geography, Physical

Recurrently exploring class-wise attention in a hybrid convolutional and bidirectional LSTM network for multi-label aerial image classification

Yuansheng Hua et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2019)

Article Geochemistry & Geophysics

Landslide Inventory Mapping From Bitemporal Images Using Deep Convolutional Neural Networks

Tao Lei et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2019)

Proceedings Paper Computer Science, Artificial Intelligence

Pyramid Feature Attention Network for Saliency detection

Ting Zhao et al.

2019 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2019) (2019)

Article Computer Science, Artificial Intelligence

A Deep Convolutional Coupling Network for Change Detection Based on Heterogeneous Optical and Radar Images

Jia Liu et al.

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2018)

Article Geochemistry & Geophysics

Change Detection Based on Deep Siamese Convolutional Network for Optical Aerial Images

Yang Zhan et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2017)

Article Computer Science, Artificial Intelligence

ImageNet Large Scale Visual Recognition Challenge

Olga Russakovsky et al.

INTERNATIONAL JOURNAL OF COMPUTER VISION (2015)

Proceedings Paper Computer Science, Artificial Intelligence

FlowNet: Learning Optical Flow with Convolutional Networks

Alexey Dosovitskiy et al.

2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV) (2015)

Article Environmental Sciences

Automatic Road Extraction from High Resolution Satellite Image using Adaptive Global Thresholding and Morphological Operations

Pankaj Pratap Singh et al.

JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING (2013)

Article Geochemistry & Geophysics

Change Detection in Optical Aerial Images by a Multilayer Conditional Mixed Markov Model

Csaba Benedek et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2009)

Review Remote Sensing

Digital change detection methods in ecosystem monitoring: a review

P Coppin et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2004)

Article Geography, Physical

Detection of snowmelt regions on the Greenland ice sheet using diurnal backscatter change

SV Nghiem et al.

JOURNAL OF GLACIOLOGY (2001)