Junmin Liu

According to our database1, Junmin Liu authored at least 64 papers between 2004 and 2022.

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



In proceedings 
PhD thesis 


On csauthors.net:


MD³Net: Integrating Model-Driven and Data-Driven Approaches for Pansharpening.
IEEE Trans. Geosci. Remote. Sens., 2022

SRAF-Net: A Scene-Relevant Anchor-Free Object Detection Network in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Efficient and Model-Based Infrared and Visible Image Fusion via Algorithm Unrolling.
IEEE Trans. Circuits Syst. Video Technol., 2022

Semi-supervised graph regularized nonnegative matrix factorization with local coordinate for image representation.
Signal Process. Image Commun., 2022

A Two-Stage Pansharpening Method for the Fusion of Remote-Sensing Images.
Remote. Sens., 2022

Optimization Algorithm Unfolding Deep Networks of Detail Injection Model for Pansharpening.
IEEE Geosci. Remote. Sens. Lett., 2022

A model-driven network for guided image denoising.
Inf. Fusion, 2022

Trajectory-dependent Generalization Bounds for Deep Neural Networks via Fractional Brownian Motion.
CoRR, 2022

DRCNN: Dynamic Routing Convolutional Neural Network for Multi-View 3D Object Recognition.
IEEE Trans. Image Process., 2021

Global Context-Augmented Objection Detection in VHR Optical Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2021

Pansharpening Via Neighbor Embedding of Spatial Details.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

MFIF-GAN: A new generative adversarial network for multi-focus image fusion.
Signal Process. Image Commun., 2021

A novel method for Mandarin speech synthesis by inserting prosodic structure prediction into Tacotron2.
Int. J. Mach. Learn. Cybern., 2021

A parallel multi-module deep reinforcement learning algorithm for stock trading.
Neurocomputing, 2021

DPP-VSE: Constructing a variable selection ensemble by determinantal point processes.
Expert Syst. Appl., 2021

Understanding Long Range Memory Effects in Deep Neural Networks.
CoRR, 2021

Discrete Cosine Transform Network for Guided Depth Map Super-Resolution.
CoRR, 2021

AND: Effective Coupling of Accuracy, Novelty and Diversity in the Recommender System.
Proceedings of the 17th International Conference on Mobility, Sensing and Networking, 2021

Deep Convolutional Sparse Coding Network For Pansharpening With Guidance Of Side Information.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

FGF-GAN: A Lightweight Generative Adversarial Network for Pansharpening via Fast Guided Filter.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Deep Gradient Projection Networks for Pan-sharpening.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Estimation of the Number of Endmembers via Thresholding Ridge Ratio Criterion.
IEEE Trans. Geosci. Remote. Sens., 2020

Bayesian Transfer Learning for Object Detection in Optical Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2020

HAM-MFN: Hyperspectral and Multispectral Image Multiscale Fusion Network With RAP Loss.
IEEE Trans. Geosci. Remote. Sens., 2020

Bayesian fusion for infrared and visible images.
Signal Process., 2020

PercepPan: Towards Unsupervised Pan-Sharpening Based on Perceptual Loss.
Remote. Sens., 2020

PWNet: An Adaptive Weight Network for the Fusion of Panchromatic and Multispectral Images.
Remote. Sens., 2020

Neural network with multiple connection weights.
Pattern Recognit., 2020

Penetrating the influence of regularizations on neural network based on information bottleneck theory.
Neurocomputing, 2020

Domain Adaptive Object Detection via Feature Separation and Alignment.
CoRR, 2020

When Image Decomposition Meets Deep Learning: A Novel Infrared and Visible Image Fusion Method.
CoRR, 2020

Deep Convolutional Sparse Coding Networks for Image Fusion.
CoRR, 2020

Efficient and Interpretable Infrared and Visible Image Fusion Via Algorithm Unrolling.
CoRR, 2020

MFFW: A new dataset for multi-focus image fusion.
CoRR, 2020

Convolutional Neural Network Assisted Optical Orbital Angular Momentum Identification of Vortex Beams.
IEEE Access, 2020

DIDFuse: Deep Image Decomposition for Infrared and Visible Image Fusion.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Fast Inference Predictive Coding: A Novel Model for Constructing Deep Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2019

Enhanced Back-Projection as Postprocessing for Pansharpening.
Remote. Sens., 2019

Convolutional Sparse Representation of Injected Details for Pansharpening.
IEEE Geosci. Remote. Sens. Lett., 2019

FPCANet: Fisher discrimination for Principal Component Analysis Network.
Knowl. Based Syst., 2019

Improving text classification with weighted word embeddings via a multi-channel TextCNN model.
Neurocomputing, 2019

Convolutional Neural Network-Assisted Optical Orbital Angular Momentum Recognition and Communication.
IEEE Access, 2019

Optical Orbital Angular Momentum Shift-Keying Communication Using Direct Demodulation.
IEEE Access, 2019

Single multi-echo GRE acquisition with short and long echo spacing for simultaneous quantitative mapping of fat fraction, B0 inhomogeneity, and susceptibility.
NeuroImage, 2018

Lp-WGAN: Using Lp-norm normalization to stabilize Wasserstein generative adversarial networks.
Knowl. Based Syst., 2018

Graph-based discriminative concept factorization for data representation.
Knowl. Based Syst., 2017

Graph-regularized CF with local coordinate for image representation.
J. Vis. Commun. Image Represent., 2017

Graph-based discriminative nonnegative matrix factorization with label information.
Neurocomputing, 2017

Locally Linear Detail Injection for Pansharpening.
IEEE Access, 2017

Querying RDF graphs over partitioned indexes.
Proceedings of the 13th International Conference on Natural Computation, 2017

ℓ<sub>1/2, 1</sub> group sparse regularization for compressive sensing.
Signal Image Video Process., 2016

Manifold regularized non-negative matrix factorization with label information.
J. Electronic Imaging, 2016

Class-driven concept factorization for image representation.
Neurocomputing, 2016

Enhancing performance of the backpropagation algorithm via sparse response regularization.
Neurocomputing, 2015

Enhancing Low-Rank Subspace Clustering by Manifold Regularization.
IEEE Trans. Image Process., 2014

Spectral Unmixing via Compressive Sensing.
IEEE Trans. Geosci. Remote. Sens., 2014

A New Maximum Simplex Volume Method Based on Householder Transformation for Endmember Extraction.
IEEE Trans. Geosci. Remote. Sens., 2012

Enhancing Spectral Unmixing by Local Neighborhood Weights.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

AnnotCompute: annotation-based exploration and meta-analysis of genomics experiments.
Database J. Biol. Databases Curation, 2011

Annotare - a tool for annotating high-throughput biomedical investigations and resulting data.
Bioinform., 2010

EPConDB: a web resource for gene expression related to pancreatic development, beta-cell function and diabetes.
Nucleic Acids Res., 2007

A simple spreadsheet-based, MIAME-supportive format for microarray data: MAGE-TAB.
BMC Bioinform., 2006

A practical false discovery rate approach to identifying patterns of differential expression in microarray data.
Bioinform., 2005

RAD and the RAD Study-Annotator: an approach to collection, organization and exchange of all relevant information for high-throughput gene expression studies.
Bioinform., 2004