2 code implementations • IEEE Transactions on Image Processing 2022 • Manhui Lin, Guangyi Yang, Hongyan zhang
In view of these issues, we propose a more explicit and sophisticated modeling of time and accordingly establish a pair-to-video change detection (P2V-CD) framework.
Ranked #1 on Change Detection on CDD Dataset (season-varying)
Building change detection for remote sensing images Change Detection +3
1 code implementation • 13 Oct 2021 • Guangyi Yang, Yang Zhan., Yuxuan Wang
In order to fill this gap, we propose a deep adaptive superpixel-based network, namely DSN-IQA, to assess the quality of image based on multi-scale and superpixel segmentation.
1 code implementation • IEEE Transactions on Neural Networks and Learning Systems 2021 • Hongyan zhang, Manhui Lin, Guangyi Yang, Liangpei Zhang
In this article, we propose an end-to-end superpixel-enhanced CD network (ESCNet) for VHR images, which combines differentiable superpixel segmentation and a deep convolutional neural network (DCNN).
Ranked #15 on Change Detection on CDD Dataset (season-varying)
Change Detection Change detection for remote sensing images +2
1 code implementation • 27 Dec 2018 • Xiaoqiao Chen, Qingyi Zhang, Manhui Lin, Guangyi Yang, Chu He
In the frequency domain, the two-dimensional entropy and the mutual information of the filtered sub-band images are computed as the feature set of the input color image.