Constrained optical flow for aerial image change detection

N Bourdis, D Marraud, H Sahbi - 2011 IEEE international …, 2011 - ieeexplore.ieee.org
… of change detection in aerial images, and aims at focusing the operator’s attention on
areas containing changes. … In this paper, we introduced a change detection algorithm which …

Change detection in optical aerial images by a multilayer conditional mixed Markov model

C Benedek, T Szirányi - IEEE Transactions on Geoscience and …, 2009 - ieeexplore.ieee.org
… This paper focuses on change detection in optical aerial images which were taken with … in
the “unchanged” image regions may be significantly different. Moreover, optical image sensors …

HDFNet: Hierarchical dynamic fusion network for change detection in optical aerial images

Y Zhang, L Fu, Y Li, Y Zhang - Remote Sensing, 2021 - mdpi.com
… propose a change-detection framework … optical aerial images change detection. First, a
hierarchical fusion network based on encoding-decoding structure to implement change detection

Change detection based on deep siamese convolutional network for optical aerial images

Y Zhan, K Fu, M Yan, X Sun, H Wang… - IEEE Geoscience and …, 2017 - ieeexplore.ieee.org
… In this letter, we propose a novel model for change detection in optical aerial images, which
is … the images pixel by pixel. The extracted features, which are suitable for change detection, …

Deep depthwise separable convolutional network for change detection in optical aerial images

R Liu, D Jiang, L Zhang, Z Zhang - IEEE Journal of Selected …, 2020 - ieeexplore.ieee.org
… CONCLUSION In this study, we proposed a supervised change detection method based
on U-Net and depthwise separable convolution for optical aerial images, which requires very …

Convolutional neural network-based transfer learning for optical aerial images change detection

J Liu, K Chen, G Xu, X Sun, M Yan… - IEEE Geoscience and …, 2019 - ieeexplore.ieee.org
… obtain satisfied change map. Experiments carried out on typical optical aerial image data
sets … Szirányi, “Change detection in optical aerial images by a multilayer conditional mixed …

Aerial image change detection using dual regions of interest networks

P Han, C Ma, Q Li, P Leng, S Bu, K Li - Neurocomputing, 2019 - Elsevier
change detection network for identifying scene changes about pairs of aerial images. The
… Moreover, we also introduce a pipeline to create a “Aerial change detection dataset” for the …

Fully convolutional siamese networks based change detection for optical aerial images with focal contrastive loss

Z Wang, C Peng, Y Zhang, N Wang, L Luo - Neurocomputing, 2021 - Elsevier
… a change detection algorithm based on Fully Convolutional Siamese Networks for optical
aerial images, … can extract features directly from image pairs and measure changes by using a …

Spatial context awareness for unsupervised change detection in optical satellite images

L Kondmann, A Toker, S Saha… - … on Geoscience and …, 2021 - ieeexplore.ieee.org
… In this article, we introduce Sibling Regression for Optical Change detection (SiROC), an
unsupervised method for change detection (CD) in optical satellite images with medium and …

Change detection in optical satellite images based on local binary similarity pattern technique

N Gupta, GV Pillai, S Ari - IEEE Geoscience and Remote …, 2018 - ieeexplore.ieee.org
… is proposed to provide change detection in bitemporal optical satellite images. Multitemporal
satellite images suffer from illumination variation. In order to tackle this problem, a variant of …