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DynaNet: A Dynamic Feature Extraction and Multi-Path Attention Fusion Network for Change Detection [PDF]
SensorsExisting change detection methods often struggle with both inadequate feature fusion and interference from background noise when processing bi-temporal remote sensing imagery.
Xue Li +3 more
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Selecting change image for efficient change detection
IET Signal Processing, 2022 Change detection (CD) is a fundamental problem that aims at detecting changed objects from two observations. Previous CNN‐based CD methods detect changes through multi‐scale deep convolutional features extracted from two images.
Rui Huang +5 more
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Direction-dominated change vector analysis for forest change detection
International Journal of Applied Earth Observations and Geoinformation, 2021 As forest is under increasing pressure, the rapid conversion or degradation of forest has attracted strong concern. Obtaining quantitative information of forest change based on satellite imagery becomes necessary and urgent, especially the detailed “from-
Pengfeng Xiao +4 more
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CAAI Transactions on Intelligence Technology, 2023 Recently, ground coverings change detection (CD) driven by bitemporal hyperspectral images (HSIs) has become a hot topic in the remote sensing community. There are two challenges in the HSI‐CD task: (1) attribute feature representation of pixel pairs and
Chengle Zhou +5 more
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SiUNet3+-CD: a full-scale connected Siamese network for change detection of VHR images
European Journal of Remote Sensing, 2022 Change detection is a core issue in the study of global change. Inspired by recent success of the UNet3+ architecture originally designed for image semantic segmentation, in this article we proposed a densely connected siamese network for change ...
Bo Zhao +4 more
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Remote Sensing, 2023 Land use and land cover change constitute a significant driver of land degradation worldwide, and machine-learning algorithms are providing new opportunities for effectively classifying land use and land cover changes over time.
Charles Matyukira, Paidamwoyo Mhangara
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CHANGE DETECTION IN LAND USE AND LAND COVER OF DISTRICT CHARSADDA PAKISTAN ALONG RIVER KABUL (2010 FLOOD): TAKING ADVANTAGE OF GEOGRAPHIC INFORMATION SYSTEM AND REMOTE SENSING [PDF]
Geological Behavior, 2021 This study aims to quantify land use and land cover changes before and after the 2010 flood in district Charsadda, Pakistan. Advanced geographic information systems (GIS) and remote sensing techniques (RST) evaluate land use and land cover changes.
Misbah Fida +4 more
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Remote Sensing, 2023 Synthetic Aperture Radar (SAR) image change detection aims to detect changes with images of the same area acquired at different times. It has wide applications in environmental monitoring, urban planning and resource management.
Wenjie Shen +6 more
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Effects of search intent on eye-movement patterns in a change detection task
Journal of Eye Movement Research, 2015 The goal of the present study was to examine whether intention type affects eye movement patterns in a change detection task In addition, we assessed whether the eye movement index could be used to identify human implicit intent. We attempted to generate
Sangil Lee +4 more
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Journal of Geospatial Information Science and EngineeringBanjir mempunyai pengaruh yang besar terhadap kondisi masyarakat baik secara sosial, ekonomi, maupun lingkungan. Terkait pengaruh terhadap lingkungan, banjir memiliki dampak yang dapat mempengaruhi kondisi penutup lahan.
Rizky Aga Kenranto +2 more
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