📝 Publications
📝 Publications
Acceptance
Pansharpening via Predictive Filtering with Element-wise Feature Mixing
Yongchuan Cui, Peng Liu†, Yan Ma, Lajiao Chen, Mengzhen Xu, Xingyan Guo
ISPRS Journal of Photogrammetry and Remote Sensing (IF 12.2)
📌 Image Fusion 📌 Pansharpening 📌 Low-level Vision
📖 Paper 🗒 BibTex 💾 PDF 💻 Code
Rethinking Identity Mapping in Self-Supervised Hyperspectral Anomaly Detection: A Unified Perspective on Network Optimization
Yongchuan Cui, Jinhe Zhang, Peng Liu†, Yan Ma, Yi Zeng
The 45th IEEE International Geoscience and Remote Sensing Symposium, 2025
📌 Hyperspectral Anomaly Detection 📌 Self-supervised Learning
💾 PDF 💻 Code
Pixel-wise Ensembled Masked Autoencoder for Multispectral Pansharpening
Yongchuan Cui, Peng Liu†, Yan Ma, Lajiao Chen, Mengzhen Xu, Xingyan Guo
IEEE Transactions on Geoscience and Remote Sensing (IF 8.6)
📌 Image Fusion 📌 Pansharpening 📌 Generalization
📖 Paper 🗒 BibTex 💾 PDF 💻 Code
Reconstruction of Large-Scale Missing Data in Remote Sensing Images Using Extend-GAN
Yongchuan Cui, Peng Liu†, Bingze Song, Lingjun Zhao, Yan Ma, Lajiao Chen
IEEE Geoscience and Remote Sensing Letters (IF 4.4)
📌 Generative Adversarial Networks 📌 Image Restoration
📖 Paper 🗒 BibTex 💾 PDF 💻 Code
Enhancing GNSS Positioning in Urban Environments: A Transformer-Based NLOS Detection and Adaptive Weighting Approach
Weiwei Zhai, Yongchuan Cui, Liang Wang†, Ningbo Wang, Zishen Li, Peng Liu, Hang Zhong
IEEE Internet of Things Journal (IF 8.9)
📌 Signal Classification 📌 Mixture-of-experts 📌 Transformer
📖 Paper
Semiblind Compressed Sensing: A Bidirectional-Driven Method for Spatiotemporal Fusion of Remote Sensing Images
Peng Liu, Lizhe Wang†, Jia Chen, Yongchuan Cui
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IF 4.7)
📌 Spatiotemporal Fusion 📌 Intelligent Evaluation Technique 📌 AI4Science
📖 Paper 🗒 BibTex 💾 PDF 💻 Code
Prior-based Three-stage Unsupervised Invertible Neural Network for Hyperspectral and Multispectral Image Fusion
Mengnan Jin, Wenjuan Zhang†, Yongchuan Cui, Jie Pan, Dailiang Peng
The 45th IEEE International Geoscience and Remote Sensing Symposium, 2025
📌 Image Fusion 📌 Unsupervised Learning 📌 Hyperspectral Image Processing
💾 PDF
Under Review
Overcoming the Identity Mapping Problem in Self-Supervised Hyperspectral Anomaly Detection
Yongchuan Cui, Jinhe Zhang, Peng Liu†, Yan Ma, Yi Zeng
Under Review in IEEE Transactions on Geoscience and Remote Sensing (IF 7.5)
📌 Self-Supervised Learning 📌 Hyperspectral Anomaly Detection 📌 Identity Mapping
💻 Repo 🔊 arXiv
A Decade of Deep Learning for Remote Sensing Spatiotemporal Fusion: Advances, Challenges, and Opportunities
Enzhe Sun, Yongchuan Cui, Peng Liu†, Jining Yan†
Under Review in Information-Fusion (IF 14.8)
📌 Spatiotemporal Fusion 📌 Model Survey
💻 Repo 🔊 arXiv