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 51 papers between 2010 and 2024.

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

Timeline

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Bibliography

2024
More Than Lightening: A Self-Supervised Low-Light Image Enhancement Method Capable for Multiple Degradations.
IEEE CAA J. Autom. Sinica, March, 2024

Zero-Sharpen: A universal pansharpening method across satellites for reducing scale-variance gap via zero-shot variation.
Inf. Fusion, January, 2024

Robust SAR Image Despeckling by Deep Learning From Near-Real Datasets.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

2023
Joint Segmentation and Identification Feature Learning for Occlusion Face Recognition.
IEEE Trans. Neural Networks Learn. Syst., December, 2023

Variational Bayesian deep network for blind Poisson denoising.
Pattern Recognit., November, 2023

Interpretable Poisson Optimization-Inspired Deep Network for Single-Photon Counting Image Denoising.
IEEE Trans. Instrum. Meas., 2023

Coarse-to-Fine Cross-Domain Learning Fusion Network for Pansharpening.
IEEE Trans. Geosci. Remote. Sens., 2023

Multipatch Progressive Pansharpening With Knowledge Distillation.
IEEE Trans. Geosci. Remote. Sens., 2023

P2Sharpen: A progressive pansharpening network with deep spectral transformation.
Inf. Fusion, 2023

Sparse Tensor Prior for Hyperspectral, Multispectral, and Panchromatic Image Fusion.
IEEE CAA J. Autom. Sinica, 2023

Robust and Scalable Gaussian Process Regression and Its Applications.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
DBDnet: A Deep Boosting Strategy for Image Denoising.
IEEE Trans. Multim., 2022

HyperFusion: A Computational Approach for Hyperspectral, Multispectral, and Panchromatic Image Fusion.
IEEE Trans. Geosci. Remote. Sens., 2022

VP-Net: An Interpretable Deep Network for Variational Pansharpening.
IEEE Trans. Geosci. Remote. Sens., 2022

Variational Pansharpening by Exploiting Cartoon-Texture Similarities.
IEEE Trans. Geosci. Remote. Sens., 2022

D2TNet: A ConvLSTM Network With Dual-Direction Transfer for Pan-Sharpening.
IEEE Trans. Geosci. Remote. Sens., 2022

Attention-Guided Polarization Image Fusion Using Salient Information Distribution.
IEEE Trans. Computational Imaging, 2022

Realistic frontal face reconstruction using coupled complementarity of far-near-sighted face images.
Pattern Recognit., 2022

Two-stage unsupervised facial image quality measurement.
Inf. Sci., 2022

Learning an epipolar shift compensation for light field image super-resolution.
Inf. Fusion, 2022

High quality 3D reconstruction based on fusion of polarization imaging and binocular stereo vision.
Inf. Fusion, 2022

CUFD: An encoder-decoder network for visible and infrared image fusion based on common and unique feature decomposition.
Comput. Vis. Image Underst., 2022

Coherent Point Drift Revisited for Non-rigid Shape Matching and Registration.
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.
IEEE Trans. Geosci. Remote. Sens., 2021

Robust Feature Matching for Remote Sensing Image Registration via Linear Adaptive Filtering.
IEEE Trans. Geosci. Remote. Sens., 2021

GAN-FM: Infrared and Visible Image Fusion Using GAN With Full-Scale Skip Connection and Dual Markovian Discriminators.
IEEE Trans. Computational Imaging, 2021

SMFuse: Multi-Focus Image Fusion Via Self-Supervised Mask-Optimization.
IEEE Trans. Computational Imaging, 2021

Image fusion meets deep learning: A survey and perspective.
Inf. Fusion, 2021

Variation-Net: Interpretable Variation-Inspired Deep Network for Pansharpening.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Omniscient Video Super-Resolution.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

When Face Recognition Meets Occlusion: A New Benchmark.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
A Variational Pansharpening Method Based on Gradient Sparse Representation.
IEEE Signal Process. Lett., 2020

Image fusion employing adaptive spectral-spatial gradient sparse regularization in UAV remote sensing.
Signal Process., 2020

Sparse Representation-Based Image Fusion for Multi-Source NDVI Change Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Masked Face Recognition with Identification Association.
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.
Proceedings of the IEEE International Conference on Image Processing, 2020

A Generative Adversarial Network For Medical Image Fusion.
Proceedings of the IEEE International Conference on Image Processing, 2020

Fusionndvi: A Novel Fusion Method for NDVI in Remote Sensing.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Attention-Guided Deraining Network Via Stage-Wise Learning.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Cartoon-Texture Decomposition-Based Variational Pansharpening.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Multiscale Sparse Dictionary Learning With Rate Constraint for Seismic Data Compression.
IEEE Access, 2019

Spectral-Spatial Classification of Hyperspectral Image based on a Joint Attention Network.
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.
IEEE Signal Process. Mag., 2018

Seismic Signal Compression Through Delay Compensated and Entropy Constrained Dictionary Learning.
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.
Algorithms, 2017

Rate prediction for image compression based on lapped biorthogonal transform.
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.
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.
Entropy, 2014

2012
Iterative data adaptive anisotropic image filtering.
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.
IEEE Trans. Computers, 2011

2010
Underwater Object Detection Based on Gravity Gradient.
IEEE Geosci. Remote. Sens. Lett., 2010


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