Peng Liu

According to our database1, Peng Liu authored at least 37 papers between 2007 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2018
DUK-SVD: dynamic dictionary updating for sparse representation of a long-time remote sensing image sequence.
Soft Comput., 2018

2017
G-IK-SVD: parallel IK-SVD on GPUs for sparse representation of spatial big data.
The Journal of Supercomputing, 2017

Spatiotemporal Fusion of MODIS and Landsat-7 Reflectance Images via Compressed Sensing.
IEEE Trans. Geoscience and Remote Sensing, 2017

Spectral-spatial multi-feature-based deep learning for hyperspectral remote sensing image classification.
Soft Comput., 2017

SVM or deep learning? A comparative study on remote sensing image classification.
Soft Comput., 2017

Spatiotemporal Fusion of Remote Sensing Images with Structural Sparsity and Semi-Coupled Dictionary Learning.
Remote Sensing, 2017

Parallel compressive sampling matching pursuit algorithm for compressed sensing signal reconstruction with OpenCL.
Journal of Systems Architecture - Embedded Systems Design, 2017

2016
Reference Information Based Remote Sensing Image Reconstruction with Generalized Nonconvex Low-Rank Approximation.
Remote Sensing, 2016

Compressed sensing based remote sensing image reconstruction via employing similarities of reference images.
Multimedia Tools Appl., 2016

Streaming Remote Sensing Data Processing for the Future Smart Cities: State of the Art and Future Challenges.
IJDST, 2016

Sparse representation-based correlation analysis of non-stationary spatiotemporal big data.
Int. J. Digital Earth, 2016

Parallel programing templates for remote sensing image processing on GPU architectures: design and implementation.
Computing, 2016

Link the remote sensing big data to the image features via wavelet transformation.
Cluster Computing, 2016

Sparse presentation based blind remote sensing image deconvolution with priors of reference images.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
Overview of Ecohydrological Models and Systems at the Watershed Scale.
IEEE Systems Journal, 2015

Compressed Sensing of a Remote Sensing Image Based on the Priors of the Reference Image.
IEEE Geosci. Remote Sensing Lett., 2015

Particle Swarm Optimization based dictionary learning for remote sensing big data.
Knowl.-Based Syst., 2015

Towards building a data-intensive index for big data computing - A case study of Remote Sensing data processing.
Inf. Sci., 2015

A review of parallel computing for large-scale remote sensing image mosaicking.
Cluster Computing, 2015

2014
Estimating the Statistical Characteristics of Remote Sensing Big Data in the Wavelet Transform Domain.
IEEE Trans. Emerging Topics Comput., 2014

Parallelisation of a watershed distributed ecohydrological model with dynamic task scheduling.
IJAHUC, 2014

Distributed multipliers in MWM for analyzing job arrival processes in massive HPC workload datasets.
Future Generation Comp. Syst., 2014

IK-SVD: Dictionary Learning for Spatial Big Data via Incremental Atom Update.
Computing in Science and Engineering, 2014

Parallel Processing of Massive Remote Sensing Images in a GPU Architecture.
Computing and Informatics, 2014

The correlation analysis of NDVI products based on sparse representation.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Sparse representation for remote sensing images of long time sequences.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Compressed sensing based remote sensing image reconstruction using an auxiliary image as priors.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Spatiotemporal resolution enhancement via compressed sensing.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013
Towards building a multi-datacenter infrastructure for massive remote sensing image processing.
Concurrency and Computation: Practice and Experience, 2013

Distributed data structure templates for data-intensive remote sensing applications.
Concurrency and Computation: Practice and Experience, 2013

Compressive sensing of multispectral image based on PCA and Bregman split.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
Remote-Sensing Image Denoising Using Partial Differential Equations and Auxiliary Images as Priors.
IEEE Geosci. Remote Sensing Lett., 2012

Generic Parallel Programming for Massive Remote Sensing Data Processing.
Proceedings of the 2012 IEEE International Conference on Cluster Computing, 2012

2011
Selection of regularization parameter based on synchronous noise in total variation image restoration.
Proceedings of the Third International Conference on Digital Image Processing, 2011

2010
An Optimized Image Mosaic Algorithm with Parallel IO and Dynamic Grouped Parallel Strategy Based on Minimal Spanning Tree.
Proceedings of the GCC 2010, 2010

2007
MTF Measurement Based on Interactive Live-Wire Edge Extraction.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

Research On Cluster-Based Parallel GIS with the Example of Parallelization on GRASS GIS.
Proceedings of the Grid and Cooperative Computing, 2007


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