Xin Tian

Orcid: 0000-0003-1993-2708

Affiliations:

Wuhan University, School of Electronic Information, Electronic Information and Collaborative Innovation Center, Shenzhen, China
Georgia Institute of Technology, School of Electrical and Computer Engineering, Atlanta, GA, USA (2015 - 2016)
Huazhong University of Science and Technology, Institute for Pattern Recognition and Artificial Intelligence, Wuhan, China (PhD 2010)

According to our database¹, Xin Tian authored at least 60 papers between 2010 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

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In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2025

Kernel-guided injection deep network for blind fusion of multispectral and panchromatic images.

[BibT_eX]

[DOI]

Pattern Recognit., 2025

2024

Interpretable Model-Driven Deep Network for Hyperspectral, Multispectral, and Panchromatic Image Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., October, 2024

More Than Lightening: A Self-Supervised Low-Light Image Enhancement Method Capable for Multiple Degradations.

[BibT_eX]

[DOI]

IEEE CAA J. Autom. Sinica, March, 2024

Zero-Sharpen: A universal pansharpening method across satellites for reducing scale-variance gap via zero-shot variation.

[BibT_eX]

[DOI]

Inf. Fusion, January, 2024

LENFusion: A Joint Low-Light Enhancement and Fusion Network for Nighttime Infrared and Visible Image Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2024

Various Degradation: Dual Cross-Refinement Transformer for Blind Sonar Image Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

TransFusion-CR: Two-Phase SAR-to-Optical Translation and Deep Feature Fusion for Cloud Removal.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

DDFSRM: Denoising Diffusion Fusion Model for Line-Scanning Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2024

Robust SAR Image Despeckling by Deep Learning From Near-Real Datasets.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Re-decoupling the classification branch in object detectors for few-class scenes.

[BibT_eX]

[DOI]

Pattern Recognit., 2024

Cross-Scale Domain Adaptation with Comprehensive Information for Pansharpening.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

2023

Joint Segmentation and Identification Feature Learning for Occlusion Face Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., December, 2023

Variational Bayesian deep network for blind Poisson denoising.

[BibT_eX]

[DOI]

Pattern Recognit., November, 2023

Interpretable Poisson Optimization-Inspired Deep Network for Single-Photon Counting Image Denoising.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2023

Coarse-to-Fine Cross-Domain Learning Fusion Network for Pansharpening.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Multipatch Progressive Pansharpening With Knowledge Distillation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

P2Sharpen: A progressive pansharpening network with deep spectral transformation.

[BibT_eX]

[DOI]

Inf. Fusion, 2023

Sparse Tensor Prior for Hyperspectral, Multispectral, and Panchromatic Image Fusion.

[BibT_eX]

[DOI]

IEEE CAA J. Autom. Sinica, 2023

Robust and Scalable Gaussian Process Regression and Its Applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

DBDnet: A Deep Boosting Strategy for Image Denoising.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2022

HyperFusion: A Computational Approach for Hyperspectral, Multispectral, and Panchromatic Image Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

VP-Net: An Interpretable Deep Network for Variational Pansharpening.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Variational Pansharpening by Exploiting Cartoon-Texture Similarities.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

D2TNet: A ConvLSTM Network With Dual-Direction Transfer for Pan-Sharpening.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Attention-Guided Polarization Image Fusion Using Salient Information Distribution.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2022

Realistic frontal face reconstruction using coupled complementarity of far-near-sighted face images.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

Two-stage unsupervised facial image quality measurement.

[BibT_eX]

[DOI]

Inf. Sci., 2022

Learning an epipolar shift compensation for light field image super-resolution.

[BibT_eX]

[DOI]

Inf. Fusion, 2022

High quality 3D reconstruction based on fusion of polarization imaging and binocular stereo vision.

[BibT_eX]

[DOI]

Inf. Fusion, 2022

CUFD: An encoder-decoder network for visible and infrared image fusion based on common and unique feature decomposition.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2022

Coherent Point Drift Revisited for Non-rigid Shape Matching and Registration.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

FusionNDVI: A Computational Fusion Approach for High-Resolution Normalized Difference Vegetation Index.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Robust Feature Matching for Remote Sensing Image Registration via Linear Adaptive Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

GAN-FM: Infrared and Visible Image Fusion Using GAN With Full-Scale Skip Connection and Dual Markovian Discriminators.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2021

SMFuse: Multi-Focus Image Fusion Via Self-Supervised Mask-Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2021

Image fusion meets deep learning: A survey and perspective.

[BibT_eX]

[DOI]

Inf. Fusion, 2021

Variation-Net: Interpretable Variation-Inspired Deep Network for Pansharpening.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Omniscient Video Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

When Face Recognition Meets Occlusion: A New Benchmark.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

A Variational Pansharpening Method Based on Gradient Sparse Representation.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2020

Image fusion employing adaptive spectral-spatial gradient sparse regularization in UAV remote sensing.

[BibT_eX]

[DOI]

Signal Process., 2020

Sparse Representation-Based Image Fusion for Multi-Source NDVI Change Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Multiscale Infrared and Visible Image Fusion Based on Phase Congruency and Saliency.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Masked Face Recognition with Identification Association.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

Robust CBCT Reconstruction Based On Low-Rank Tensor Decomposition And Total Variation Regularization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

A Generative Adversarial Network For Medical Image Fusion.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

Fusionndvi: A Novel Fusion Method for NDVI in Remote Sensing.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Attention-Guided Deraining Network Via Stage-Wise Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Cartoon-Texture Decomposition-Based Variational Pansharpening.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Multiscale Sparse Dictionary Learning With Rate Constraint for Seismic Data Compression.

[BibT_eX]

[DOI]

Xin Tian

IEEE Access, 2019

Spectral-Spatial Classification of Hyperspectral Image based on a Joint Attention Network.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

Advances in Seismic Data Compression via Learning from Data: Compression for Seismic Data Acquisition.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2018

Seismic Signal Compression Through Delay Compensated and Entropy Constrained Dictionary Learning.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

2017

Seismic Signal Compression Using Nonparametric Bayesian Dictionary Learning via Clustering.

[BibT_eX]

[DOI]

Xin Tian

Song Li

Algorithms, 2017

Rate prediction for image compression based on lapped biorthogonal transform.

[BibT_eX]

[DOI]

Lv Yan

Song Li

Xin Tian

Proceedings of the 2017 International Symposium on Intelligent Signal Processing and Communication Systems, 2017

Memory-assisted seismic signal compression based on dictionary learning and sparse coding.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

2014

Prediction Method for Image Coding Quality Based on Differential Information Entropy.

[BibT_eX]

[DOI]

Entropy, 2014

2012

Iterative data adaptive anisotropic image filtering.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

2011

Efficient Multi-Input/Multi-Output VLSI Architecture for Two-Dimensional Lifting-Based Discrete Wavelet Transform.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2011

2010

Underwater Object Detection Based on Gravity Gradient.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2010

Xin Tian

Timeline

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