MSF-Net: A Multiscale Supervised Fusion Network for Building Change Detection in High-Resolution Remote Sensing Images
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3160163
Abstract: Building change detection is a primary task in the application of remote sensing images, especially in city land resource management and urbanization process assesment. Due to the rich textural features of remote sensing images and… read more here.
Keywords: building change; change; change detection; msf net ... See more keywords
A Siamese Network Combining Multi-Scale Joint Supervision and Improved Consistency Regularization for Weakly Supervised Building Change Detection
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2023.3279863
Abstract: Building change detection (BCD) from remote sensing images is essential in various practical applications. Recently, inspired by the achievement of deep learning in semantic segmentation (SS), methods that treat the BCD problem as a binary… read more here.
Keywords: consistency; change detection; building change; bcd ... See more keywords
Fine-Grained Building Change Detection From Very High-Spatial-Resolution Remote Sensing Images Based on Deep Multitask Learning
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2020.3018858
Abstract: Building change detection from very high-spatial-resolution (VHR) remote sensing images has gained increasing popularity in a variety of applications, such as urban planning and damage assessment. Detecting fine-grained “from–to” changes (change transition from one land… read more here.
Keywords: building change; change detection; detection; fine grained ... See more keywords
PA-Former: Learning Prior-Aware Transformer for Remote Sensing Building Change Detection
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2022.3200396
Abstract: Building change detection (BCD) is significant for urban planning and environmental protection. In view of the interclass similarity and intraclass difference of building changes in complex built-up area, specialized solutions have been introduced in BCD.… read more here.
Keywords: information; change detection; aware transformer; building change ... See more keywords
Building Change Detection in VHR SAR Images via Unsupervised Deep Transcoding
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2020.3000296
Abstract: Building change detection (CD), important for its application in urban monitoring, can be performed in near real time by comparing prechange and postchange very-high-spatial-resolution (VHR) synthetic-aperture-radar (SAR) images. However, multitemporal VHR SAR images are complex… read more here.
Keywords: sar; vhr sar; sar images; building change ... See more keywords