Ruoxi Song

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 28

Top Topics

Convolutional Neural Network

Change Detection

Neighborhood Information

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Knowl. Based Syst.

IEEE Geosci. Remote. Sens. Lett.

Publications

Yining Feng, Junheng Zhu, Ruoxi Song, Xiang-Hai Wang
S2EFT: Spectral-Spatial-Elevation Fusion Transformer for hyperspectral image and LiDAR classification. Knowl. Based Syst. 283 (2024)
Yan Zhang, Lifu Zhang, Ruoxi Song, Qingxi Tong
A General Deep Learning Point-Surface Fusion Framework for RGB Image Super-Resolution. Remote. Sens. 16 (1) (2024)
Yixiang Huang, Lifu Zhang, Wenchao Qi, Ruoxi Song, Changping Huang, Yi Cen
Semi-Supervised HyperMatch-Driven Cross Temporal and Spatial Interaction Transformer for Hyperspectral Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Yixiang Huang, Lifu Zhang, Changping Huang, Wenchao Qi, Ruoxi Song
Parallel Spectral-Spatial Attention Network with Feature Redistribution Loss for Hyperspectral Change Detection. Remote. Sens. 15 (1) (2023)
Xianghai Wang, Zhenhua Mu, Shifu Bai, Ming Wang, Ruoxi Song, Jingzhe Tao, Chuanming Song
Log-Gabor directional region entropy adaptive guided filtering for multispectral pansharpening. Appl. Intell. 53 (7) (2023)
Yixiang Huang, Lifu Zhang, Wenchao Qi, Changping Huang, Ruoxi Song
Contrastive Self-Supervised Two-Domain Residual Attention Network with Random Augmentation Pool for Hyperspectral Change Detection. Remote. Sens. 15 (15) (2023)
Xinying Wang, Cheng Cheng, Shenglan Liu, Ruoxi Song, Xiang-Hai Wang, Lin Feng
SS-INR: Spatial-Spectral Implicit Neural Representation Network for Hyperspectral and Multispectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yan Zhang, Lifu Zhang, Ruoxi Song, Changping Huang, Qingxi Tong
Considering Nonoverlapped Bands Construction: A General Dictionary Learning Framework for Hyperspectral and Multispectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yining Feng, Ruoxi Song, Weihan Ni, Junheng Zhu, Xiang-Hai Wang
A Novel Semi-Supervised Long-Tailed Learning Framework With Spatial Neighborhood Information for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Xianghai Wang, Wei Cheng, Yining Feng, Ruoxi Song
TSCNet: Topological Structure Coupling Network for Change Detection of Heterogeneous Remote Sensing Images. Remote. Sens. 15 (3) (2023)
Xiang-Hai Wang, Xinying Wang, Ruoxi Song, Xiao-Yang Zhao, Keyun Zhao
MCT-Net: Multi-hierarchical cross transformer for hyperspectral and multispectral image fusion. Knowl. Based Syst. 264 (2023)
Zhenhua Mu, Ming Wang, Yihan Wang, Ruoxi Song, Xianghai Wang
SI2FM: SID Isolation Double Forest Model for Hyperspectral Anomaly Detection. Remote. Sens. 15 (3) (2023)
Hanyu Zhang, Weihan Ni, Yi Luo, Yining Feng, Ruoxi Song, Xiang-Hai Wang
TUnet-LBF: Retinal fundus image fine segmentation model based on transformer Unet network and LBF. Comput. Biol. Medicine 159 (2023)
Ruoxi Song, Yining Feng, Chengdi Xing, Zhenhua Mu, XiangHai Wang
Hyperspectral image change detection based on active convolutional neural network and spatial-spectral affinity graph learning. Appl. Soft Comput. 125 (2022)
Ruoxi Song, Weihan Ni, Wei Cheng, Xiang-Hai Wang
CSANet: Cross-Temporal Interaction Symmetric Attention Network for Hyperspectral Image Change Detection. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Ruoxi Song, Yining Feng, Wei Cheng, Zhenhua Mu, Xiang-Hai Wang
BS2T: Bottleneck Spatial-Spectral Transformer for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xiang-Hai Wang, Zhenhua Mu, Shifu Bai, Yining Feng, Ruoxi Song
MS-Pansharpening Algorithm Based on Dual Constraint Guided Filtering. Remote. Sens. 14 (19) (2022)
XiangHai Wang, Yining Feng, Ruoxi Song, Zhenhua Mu, Chuanming Song
Multi-attentive hierarchical dense fusion net for fusion classification of hyperspectral and LiDAR data. Inf. Fusion 82 (2022)
Afroditi Psarra, Sadaf Sadri, Esteban Agosin, Grace Barar, Rylie Sweem, Cindy Xu, Ruoxi Song, Zoe Kaputa
Sensing Textures: Tactile Resistance. ISWC (2021)
Xianghai Wang, Chengdi Xing, Yining Feng, Ruoxi Song, Zhenhua Mu
A Novel Hyperspectral Image Change Detection Framework Based on 3D-Wavelet Domain Active Convolutional Neural Network. IGARSS (2021)
Xianghai Wang, Zhenhua Mu, Ruoxi Song, Jingzhe Tao, Chuanming Song
A Hyperspectral Image NSST-HMF Model and Its Application in HS-Pansharpening. IEEE Trans. Geosci. Remote. Sens. 58 (7) (2020)
Xianghai Wang, Ruoxi Song, Zhenhua Mu, Chuanming Song
An image NSCT-HMT model based on copula entropy multivariate Gaussian scale mixtures. Knowl. Based Syst. 193 (2020)
Xiang-Hai Wang, Shifu Bai, Zhi Li, Ruoxi Song, Jingzhe Tao
The PAN and MS Image Pansharpening Algorithm Based on Adaptive Neural Network and Sparse Representation in the NSST Domain. IEEE Access 7 (2019)
Xianghai Wang, Wei Li, Chong Zhang, Wanqi Lou, Ruoxi Song
An adaptable active contour model for medical image segmentation based on region and edge information. Multim. Tools Appl. 78 (23) (2019)
Xianghai Wang, Wenya Zhang, Rui Li, Ruoxi Song
The UDWT image denoising method based on the PDE model of a convexity-preserving diffusion function. EURASIP J. Image Video Process. 2019 (2019)
Xiang-Hai Wang, Ruoxi Song, Chuanming Song, Jingzhe Tao
The NSCT-HMT Model of Remote Sensing Image Based on Gaussian-Cauchy Mixture Distribution. IEEE Access 6 (2018)
Xiang-Hai Wang, Ruoxi Song, Aidi Zhang, Xinnan Ai, Jingzhe Tao
Remote sensing image magnification study based on the adaptive mixture diffusion model. Inf. Sci. 467 (2018)
Xiang-Hai Wang, Ruoxi Song, Chong Zhang, Chang Li, Lingling Fang
Image segmentation model based on adaptive adjustment of global and local information. Int. J. Imaging Syst. Technol. 26 (3) (2016)