Peng Liu

83 papers C 8Misc 1Journal 69Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
A decade of deep learning for remote sensing spatiotemporal fusion: Advances, challenges, and opportunities.
Inf. Fusion
Enzhe Sun, Yongchuan Cui, Peng Liu, Jining Yan
2026 J jnl
L-UNet: An LSTM Network for Remote Sensing Image Change Detection.
CoRR
Shuting Sun, Lin Mu, Lizhe Wang, Peng Liu
2025 J jnl
A Decade of Deep Learning for Remote Sensing Spatiotemporal Fusion: Advances, Challenges, and Opportunities.
CoRR
Enzhe Sun, Yongchuan Cui, Peng Liu, Jining Yan
2025 — conf
A Robust Deep Retinex Decomposition Network Leveraging a Novel Synthetic Dataset for Low-Light Image Enhancement.
ICMEW
Kaicheng Xu, An Wei, Congxuan Zhang, Zhen Chen, Peng Liu, Ke Lu
2025 — conf
CST Anti-UAV: A Thermal Infrared Benchmark for Tiny UAV Tracking in Complex Scenes.
ICCVW
Bin Xie, Congxuan Zhang, Fagan Wang, Peng Liu, Feng Lu, Zhen Chen, Weiming Hu
2025 J jnl
CST Anti-UAV: A Thermal Infrared Benchmark for Tiny UAV Tracking in Complex Scenes.
CoRR
Bin Xie, Congxuan Zhang, Fagan Wang, Peng Liu, Feng Lu, Zhen Chen, Weiming Hu
2025 J jnl
Click Prompt Learning With Feature Encoding for Segmentation of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Bingze Song, Peng Liu, Jing Li, Lingjun Zhao, Lajiao Chen, Mengzhen Xu, Yi Zeng, Jianbo Liu
2025 J jnl
DABF-Net: A Dual-Branch Attention-Guided and Bi-Directional Feature Enhancement Network for Infrared Small-Target Detection With Air-to-Ground Benchmark.
IEEE Trans. Geosci. Remote. Sens.
Fagan Wang, Congxuan Zhang, Peng Liu, Bin Xie, Zhen Chen, Weiming Hu
2025 J jnl
Enhancing GNSS Positioning in Urban Environments: A Transformer-Based NLOS Detection and Adaptive Weighting Approach.
IEEE Internet Things J.
Weiwei Zhai, Yongchuan Cui, Liang Wang, Ningbo Wang, Zishen Li, Peng Liu, Hang Zhong
2025 J jnl
Refining Remote Sensing Image Segmentation Results Based on Vision Foundation Models.
IEEE Geosci. Remote. Sens. Lett.
Bingze Song, Dongbo Wang, Peng Liu, DeLiang Wang, Gaoliang Xie, Jianbo Liu
2024 J jnl
A Signal Matching Method of In-Orbit Calibration of Altimeter in Tracking Mode Based on Transponder.
Remote. Sens.
Qingyu Fang, Wei Guo, Caiyun Wang, Peng Liu, Te Wang, Sijia Han, Shijie Yang, Yufei Zhang, Hailong Peng, Chaofei Ma, Bo Mu
2024 J jnl
Fast semantic segmentation for remote sensing images with an improved Short-Term Dense-Connection (STDC) network.
Int. J. Digit. Earth
Mengjia Liu, Peng Liu, Lingjun Zhao, Yan Ma, Lajiao Chen, Mengzhen Xu
2024 J jnl
Pixel-Wise Ensembled Masked Autoencoder for Multispectral Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
Yongchuan Cui, Peng Liu, Yan Ma, Lajiao Chen, Mengzhen Xu, Xingyan Guo
2024 J jnl
Reconstruction of Large-Scale Missing Data in Remote Sensing Images Using Extend-GAN.
IEEE Geosci. Remote. Sens. Lett.
Yongchuan Cui, Peng Liu, Bingze Song, Lingjun Zhao, Yan Ma, Lajiao Chen
2024 J jnl
Semiblind Compressed Sensing: A Bidirectional-Driven Method for Spatiotemporal Fusion of Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Peng Liu, Lizhe Wang, Jia Chen, Yongchuan Cui
2024 J jnl
Spatiotemporal Fusion for Nighttime Light Remote Sensing Images With Multivariate Activation Function.
IEEE Geosci. Remote. Sens. Lett.
Yi Zeng, Boya Gao, Peng Liu, Xinyi Zhao
2023 J jnl
A new multi-source remote sensing image sample dataset with high resolution for flood area extraction: GF-FloodNet.
Int. J. Digit. Earth
Yuwei Zhang, Peng Liu, Lajiao Chen, Mengzhen Xu, Xingyan Guo, Lingjun Zhao
2023 J jnl
An In-Memory Data-Cube Aware Distributed Data Discovery Across Clouds for Remote Sensing Big Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jie Song, Yan Ma, Zhixin Zhang, Peng Liu
2023 J jnl
Unlocking the Potential of Explainable Artificial Intelligence in Remote Sensing Big Data.
Remote. Sens.
Peng Liu, Lizhe Wang, Jun Li
2022 J jnl
A Survey on Active Deep Learning: From Model Driven to Data Driven.
ACM Comput. Surv.
Peng Liu, Lizhe Wang, Rajiv Ranjan, Guojin He, Lei Zhao
2022 J jnl
Active Deep Learning for Hyperspectral Image Classification With Uncertainty Learning.
IEEE Geosci. Remote. Sens. Lett.
Zhao Lei, Yi Zeng, Peng Liu, Xiaohui Su
2022 J jnl
L-UNet: An LSTM Network for Remote Sensing Image Change Detection.
IEEE Geosci. Remote. Sens. Lett.
Shuting Sun, Lin Mu, Lizhe Wang, Peng Liu
2022 J jnl
MLFF-GAN: A Multilevel Feature Fusion With GAN for Spatiotemporal Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Bingze Song, Peng Liu, Jun Li, Lizhe Wang, Luo Zhang, Guojin He, Lajiao Chen, Jianbo Liu
2022 J jnl
Nebula-I: A General Framework for Collaboratively Training Deep Learning Models on Low-Bandwidth Cloud Clusters.
CoRR
Yang Xiang, Zhihua Wu, Weibao Gong, Siyu Ding, Xianjie Mo, Yuang Liu, Shuohuan Wang, Peng Liu, Yongshuai Hou, Long Li, Bin Wang, Shaohuai Shi, Yaqian Han, Yue Yu, Ge Li, Yu Sun, Yanjun Ma, Dianhai Yu
2021 J jnl
CycleGAN-STF: Spatiotemporal Fusion via CycleGAN-Based Image Generation.
IEEE Trans. Geosci. Remote. Sens.
Jia Chen, Lizhe Wang, Ruyi Feng, Peng Liu, Wei Han, Xiaodao Chen
2021 J jnl
Improved 1-km-Resolution Hourly Estimates of Aerosol Optical Depth Using Conditional Generative Adversarial Networks.
Remote. Sens.
Luo Zhang, Peng Liu, Lizhe Wang, Jianbo Liu, Bingze Song, Yuwei Zhang, Guojin He, Hui Zhang
2021 J jnl
SAR Image Classification Using Fully Connected Conditional Random Fields Combined with Deep Learning and Superpixel Boundary Constraint.
Remote. Sens.
Zhensheng Sun, Miao Liu, Peng Liu, Juan Li, Tao Yu, Xingfa Gu, Jian Yang, Xiaofei Mi, Weijia Cao, Zhouwei Zhang
2021 J jnl
SAR Image Classification Using Greedy Hierarchical Learning With Unsupervised Stacked CAEs.
IEEE Trans. Geosci. Remote. Sens.
Zhensheng Sun, Juan Li, Peng Liu, Weijia Cao, Tao Yu, Xingfa Gu
2021 J jnl
Semantic Segmentation for Buildings of Large Intra-Class Variation in Remote Sensing Images with O-GAN.
Remote. Sens.
Shuting Sun, Lin Mu, Lizhe Wang, Peng Liu, Xiaolei Liu, Yuwei Zhang
2020 J jnl
A mosaic method for multi-temporal data registration by using convolutional neural networks for forestry remote sensing applications.
Computing
Yi Zeng, Zihan Ning, Peng Liu, Peilei Luo, Yi Zhang, Guojin He
2020 J jnl
Band Selection With the Explanatory Gradient Saliency Maps of Convolutional Neural Networks.
IEEE Geosci. Remote. Sens. Lett.
Lei Zhao, Yi Zeng, Peng Liu, Xiaohui Su
2020 J jnl
Band Selection via Explanations From Convolutional Neural Networks.
IEEE Access
Lei Zhao, Yi Zeng, Peng Liu, Guojin He
2020 J jnl
Sample generation based on a supervised Wasserstein Generative Adversarial Network for high-resolution remote-sensing scene classification.
Inf. Sci.
Wei Han, Lizhe Wang, Ruyi Feng, Lang Gao, Xiaodao Chen, Ze Deng, Jia Chen, Peng Liu
2020 J jnl
Spatial-Temporal Distribution Analysis of Industrial Heat Sources in the US with Geocoded, Tree-Based, Large-Scale Clustering.
Remote. Sens.
Yan Ma, Caihong Ma, Peng Liu, Jin Yang, Yuzhu Wang, Yueqin Zhu, Xiaoping Du
2020 J jnl
Spatial-feature data cube for spatiotemporal remote sensing data processing and analysis.
Computing
Dong Xu, Yan Ma, Jining Yan, Peng Liu, Lajiao Chen
2020 J jnl
Spatiotemporal Remote-Sensing Image Fusion With Patch-Group Compressed Sensing.
IEEE Access
Lei Li, Peng Liu, Jie Wu, Lizhe Wang, Guojin He
2019 J jnl
Hyperspectral Image Classification Using Spectral-Spatial Features With Informative Samples.
IEEE Access
Wen Shu, Peng Liu, Guojin He, Guizhou Wang
2019 J jnl
Hyperspectral Image Denoising With Dual Deep CNN.
IEEE Access
Wei Shan, Peng Liu, Lin Mu, Caihong Cao, Guojin He
2019 J jnl
Improved t-SNE based manifold dimensional reduction for remote sensing data processing.
Multim. Tools Appl.
Weijing Song, Lizhe Wang, Peng Liu, Kim-Kwang Raymond Choo
2019 J jnl
Remote-Sensing Image Denoising With Multi-Sourced Information.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Peng Liu, Meng Wang, Lizhe Wang, Wei Han
2019 J jnl
Research on Optimization Methods of ELM Classification Algorithm for Hyperspectral Remote Sensing Images.
IEEE Access
Fang Huang, Jun Lu, Jian Tao, Li Li, Xicheng Tan, Peng Liu
2018 J jnl
DUK-SVD: dynamic dictionary updating for sparse representation of a long-time remote sensing image sequence.
Soft Comput.
Lizhe Wang, Peng Liu, Weijing Song, Kim-Kwang Raymond Choo
2018 J jnl
Remote Sensing Big Data: Theory, Methods and Applications.
Remote. Sens.
Peng Liu, Liping Di, Qian Du, Lizhe Wang
2017 J jnl
Active Deep Learning for Classification of Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Peng Liu, Hui Zhang, Kie B. Eom
2017 J jnl
G-IK-SVD: parallel IK-SVD on GPUs for sparse representation of spatial big data.
J. Supercomput.
Weijing Song, Ze Deng, Lizhe Wang, Bo Du, Peng Liu, Ke Lu
2017 J jnl
Parallel compressive sampling matching pursuit algorithm for compressed sensing signal reconstruction with OpenCL.
J. Syst. Archit.
Fang Huang, Jian Tao, Yang Xiang, Peng Liu, Lei Dong, Lizhe Wang
2017 J jnl
SVM or deep learning? A comparative study on remote sensing image classification.
Soft Comput.
Peng Liu, Kim-Kwang Raymond Choo, Lizhe Wang, Fang Huang
2017 J jnl
Spatiotemporal Fusion of MODIS and Landsat-7 Reflectance Images via Compressed Sensing.
IEEE Trans. Geosci. Remote. Sens.
Jingbo Wei, Lizhe Wang, Peng Liu, Xiaodao Chen, Wei Li, Albert Y. Zomaya
2017 J jnl
Spatiotemporal Fusion of Remote Sensing Images with Structural Sparsity and Semi-Coupled Dictionary Learning.
Remote. Sens.
Jingbo Wei, Lizhe Wang, Peng Liu, Weijing Song
2017 J jnl
Spectral-spatial multi-feature-based deep learning for hyperspectral remote sensing image classification.
Soft Comput.
Lizhe Wang, Jiabin Zhang, Peng Liu, Kim-Kwang Raymond Choo, Fang Huang
2016 J jnl
Active Deep Learning for Classification of Hyperspectral Images.
CoRR
Peng Liu, Hui Zhang, Kie B. Eom
2016 J jnl
Compressed sensing based remote sensing image reconstruction via employing similarities of reference images.
Multim. Tools Appl.
Cong Fan, Lizhe Wang, Peng Liu, Ke Lu, Dingsheng Liu
2016 J jnl
Link the remote sensing big data to the image features via wavelet transformation.
Clust. Comput.
Lizhe Wang, Weijing Song, Peng Liu
2016 J jnl
Parallel programing templates for remote sensing image processing on GPU architectures: design and implementation.
Computing
Yan Ma, Lajiao Chen, Peng Liu, Ke Lu
2016 J jnl
Reference Information Based Remote Sensing Image Reconstruction with Generalized Nonconvex Low-Rank Approximation.
Remote. Sens.
Hongyang Lu, Jingbo Wei, Lizhe Wang, Peng Liu, Qiegen Liu, Yuhao Wang, Xiaohua Deng
2016 C conf
Sparse presentation based blind remote sensing image deconvolution with priors of reference images.
IGARSS
Peng Liu, Jabin Zhang, Jingbo Wei, Jining Yan, Lizhe Wang
2016 J jnl
Sparse representation-based correlation analysis of non-stationary spatiotemporal big data.
Int. J. Digit. Earth
Weijing Song, Peng Liu, Lizhe Wang
2016 J jnl
Streaming Remote Sensing Data Processing for the Future Smart Cities: State of the Art and Future Challenges.
Int. J. Distributed Syst. Technol.
Xihuang Sun, Peng Liu, Yan Ma, Dingsheng Liu, Yechao Sun
2015 J jnl
A review of parallel computing for large-scale remote sensing image mosaicking.
Clust. Comput.
Lajiao Chen, Yan Ma, Peng Liu, Jingbo Wei, Wei Jie, Jijun He
2015 J jnl
Compressed Sensing of a Remote Sensing Image Based on the Priors of the Reference Image.
IEEE Geosci. Remote. Sens. Lett.
Lizhe Wang, Ke Lu, Peng Liu
2015 J jnl
Overview of Ecohydrological Models and Systems at the Watershed Scale.
IEEE Syst. J.
Lajiao Chen, Lizhe Wang, Yan Ma, Peng Liu
2015 J jnl
Particle Swarm Optimization based dictionary learning for remote sensing big data.
Knowl. Based Syst.
Lizhe Wang, Hao Geng, Peng Liu, Ke Lu, Joanna Kolodziej, Rajiv Ranjan, Albert Y. Zomaya
2015 J jnl
Towards building a data-intensive index for big data computing - A case study of Remote Sensing data processing.
Inf. Sci.
Yan Ma, Lizhe Wang, Peng Liu, Rajiv Ranjan
2014 C conf
Compressed sensing based remote sensing image reconstruction using an auxiliary image as priors.
IGARSS
Hao Geng, Peng Liu, Lizhe Wang, Lajiao Chen
2014 J jnl
Compressive Sensing of Noisy Multispectral Images.
IEEE Geosci. Remote. Sens. Lett.
Peng Liu, Kie B. Eom
2014 J jnl
Distributed multipliers in MWM for analyzing job arrival processes in massive HPC workload datasets.
Future Gener. Comput. Syst.
Jing Wen, Yan Ma, Peng Liu, Shengtao Sun
2014 J jnl
Estimating the Statistical Characteristics of Remote Sensing Big Data in the Wavelet Transform Domain.
IEEE Trans. Emerg. Top. Comput.
Lizhe Wang, Hui Zhong, Rajiv Ranjan, Albert Y. Zomaya, Peng Liu
2014 J jnl
IK-SVD: Dictionary Learning for Spatial Big Data via Incremental Atom Update.
Comput. Sci. Eng.
Lizhe Wang, Ke Lu, Peng Liu, Rajiv Ranjan, Lajiao Chen
2014 J jnl
Parallel Processing of Massive Remote Sensing Images in a GPU Architecture.
Comput. Informatics
Peng Liu, Tao Yuan, Yan Ma, Lizhe Wang, Dingsheng Liu, Shasha Yue, Joanna Kolodziej
2014 J jnl
Parallelisation of a watershed distributed ecohydrological model with dynamic task scheduling.
Int. J. Ad Hoc Ubiquitous Comput.
Lajiao Chen, Yan Ma, Peng Liu, Wei Xue
2014 C conf
Sparse representation for remote sensing images of long time sequences.
IGARSS
Jing Wen, Peng Liu, Lajiao Chen, Lizhe Wang
2014 C conf
Spatiotemporal resolution enhancement via compressed sensing.
IGARSS
Cong Fan, Peng Liu, Lizhe Wang
2014 C conf
The correlation analysis of NDVI products based on sparse representation.
IGARSS
Hui Zhong, Lizhe Wang, Peng Liu
2013 C conf
Compressive sensing of multispectral image based on PCA and Bregman split.
IGARSS
Peng Liu, Lingjun Zhao, Yan Ma
2013 J jnl
Distributed data structure templates for data-intensive remote sensing applications.
Concurr. Comput. Pract. Exp.
Yan Ma, Lizhe Wang, Dingsheng Liu, Tao Yuan, Peng Liu, Wanfeng Zhang
2013 J jnl
Towards building a multi-datacenter infrastructure for massive remote sensing image processing.
Concurr. Comput. Pract. Exp.
Wanfeng Zhang, Lizhe Wang, Dingsheng Liu, Weijing Song, Yan Ma, Peng Liu, Dan Chen
2012 C conf
Generic Parallel Programming for Massive Remote Sensing Data Processing.
CLUSTER
Yan Ma, Lizhe Wang, Dingsheng Liu, Peng Liu, Jun Wang, Jie Tao
2012 J jnl
Remote-Sensing Image Denoising Using Partial Differential Equations and Auxiliary Images as Priors.
IEEE Geosci. Remote. Sens. Lett.
Peng Liu, Fang Huang, Guoqing Li, Zhiwen Liu
2012 C conf
Unsupervised change detection on remote sensing images using non-local information and Markov Random Field Models.
IGARSS
Peng Liu, Shengtao Sun, Guoqing Li, Jibo Xie, Yi Zeng
2011 — conf
Selection of regularization parameter based on synchronous noise in total variation image restoration.
ICDIP
Peng Liu, Dingsheng Liu, Zhiwen Liu
2010 — conf
An Optimized Image Mosaic Algorithm with Parallel IO and Dynamic Grouped Parallel Strategy Based on Minimal Spanning Tree.
GCC
Yanying Wang, Yan Ma, Peng Liu, Dingsheng Liu, Jibo Xie
2007 Misc conf
MTF Measurement Based on Interactive Live-Wire Edge Extraction.
International Conference on Computational Science (2)
Peng Liu, Dingsheng Liu, Fang Huang
2007 — conf
Research On Cluster-Based Parallel GIS with the Example of Parallelization on GRASS GIS.
GCC
Fang Huang, Dingsheng Liu, Peng Liu, Shaogang Wang, Yi Zeng, Guoqing Li, Wenyang Yu, Jian Wang, Lingjun Zhao, Lv Pang