Jiayi Ma

Orcid: 0000-0003-3264-3265

Affiliations:
  • Wuhan University, Electronic Information School, China
  • Huazhong University of Science and Technology, School of Automation, Wuhan, China (PhD 2014)
  • University of California at Los Angeles, Department of Statistics, CA, USA (2012 - 2013)


According to our database1, Jiayi Ma authored at least 360 papers between 2011 and 2025.

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

Timeline

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Bibliography

2025
Deep blind super-resolution for hyperspectral images.
Pattern Recognit., 2025

Learning deformable hypothesis sampling for patchmatch multi-view stereo in the wild.
Inf. Fusion, 2025

2024
Interpretable Model-Driven Deep Network for Hyperspectral, Multispectral, and Panchromatic Image Fusion.
IEEE Trans. Neural Networks Learn. Syst., October, 2024

Latent Semantic Consensus for Deterministic Geometric Model Fitting.
IEEE Trans. Pattern Anal. Mach. Intell., September, 2024

CRetinex: A Progressive Color-Shift Aware Retinex Model for Low-Light Image Enhancement.
Int. J. Comput. Vis., September, 2024

MC-Net: Integrating Multi-Level Geometric Context for Two-View Correspondence Learning.
IEEE Trans. Circuits Syst. Video Technol., August, 2024

Open Set Recognition in Real World.
Int. J. Comput. Vis., August, 2024

From Noise Addition to Denoising: A Self-Variation Capture Network for Point Cloud Optimization.
IEEE Trans. Vis. Comput. Graph., July, 2024

Omniscient Video Super-Resolution with Explicit-Implicit Alignment.
ACM Trans. Multim. Comput. Commun. Appl., May, 2024

ConvMatch: Rethinking Network Design for Two-View Correspondence Learning.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

MAUN: Memory-Augmented Deep Unfolding Network for Hyperspectral Image Reconstruction.
IEEE CAA J. Autom. Sinica, May, 2024

Reciprocal transformer for hyperspectral and multispectral image fusion.
Inf. Fusion, April, 2024

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

DRLIE: Flexible Low-Light Image Enhancement via Disentangled Representations.
IEEE Trans. Neural Networks Learn. Syst., February, 2024

SSL-Net: Sparse semantic learning for identifying reliable correspondences.
Pattern Recognit., February, 2024

PAPS: Progressive Attention-Based Pan-sharpening.
IEEE CAA J. Autom. Sinica, February, 2024

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

Feature Matching via Topology-Aware Graph Interaction Model.
IEEE CAA J. Autom. Sinica, January, 2024

Cycle-Retinex: Unpaired Low-Light Image Enhancement via Retinex-Inline CycleGAN.
IEEE Trans. Multim., 2024

CAMF: An Interpretable Infrared and Visible Image Fusion Network Based on Class Activation Mapping.
IEEE Trans. Multim., 2024

Robust Feature Matching via Graph Neighborhood Motion Consensus.
IEEE Trans. Multim., 2024

OFPF-MEF: An Optical Flow Guided Dynamic Multi-Exposure Image Fusion Network With Progressive Frequencies Learning.
IEEE Trans. Multim., 2024

HitFusion: Infrared and Visible Image Fusion for High-Level Vision Tasks Using Transformer.
IEEE Trans. Multim., 2024

Learning a Non-Locally Regularized Convolutional Sparse Representation for Joint Chromatic and Polarimetric Demosaicking.
IEEE Trans. Image Process., 2024

Exploring the Spectral Prior for Hyperspectral Image Super-Resolution.
IEEE Trans. Image Process., 2024

Incrementally Adapting Pretrained Model Using Network Prior for Multi-Focus Image Fusion.
IEEE Trans. Image Process., 2024

MERF: A Practical HDR-Like Image Generator via Mutual-Guided Learning Between Multi-Exposure Registration and Fusion.
IEEE Trans. Image Process., 2024

Progressive Learning With Cross-Window Consistency for Semi-Supervised Semantic Segmentation.
IEEE Trans. Image Process., 2024

DHM-Net: Deep Hypergraph Modeling for Robust Feature Matching.
IEEE Trans. Image Process., 2024

Multiview Stereo via Noise Suppression PatchMatch.
IEEE Trans. Instrum. Meas., 2024

LENFusion: A Joint Low-Light Enhancement and Fusion Network for Nighttime Infrared and Visible Image Fusion.
IEEE Trans. Instrum. Meas., 2024

DTNet: A Specialized Dual-Tuning Network for Infrared Vehicle Detection in Aerial Images.
IEEE Trans. Geosci. Remote. Sens., 2024

UnmixDiff: Unmixing-Based Diffusion Model for Hyperspectral Image Synthesis.
IEEE Trans. Geosci. Remote. Sens., 2024

Decoupling Image Deblurring Into Twofold: A Hierarchical Model for Defocus Deblurring.
IEEE Trans. Computational Imaging, 2024

Semantic attention-based heterogeneous feature aggregation network for image fusion.
Pattern Recognit., 2024

PSD-ELGAN: A pseudo self-distillation based CycleGAN with enhanced local adversarial interaction for single image dehazing.
Neural Networks, 2024

Multi-image super-resolution based low complexity deep network for image compressive sensing reconstruction.
J. Vis. Commun. Image Represent., 2024

Diff-IF: Multi-modality image fusion via diffusion model with fusion knowledge prior.
Inf. Fusion, 2024

From the abundance perspective: Multi-modal scene fusion-based hyperspectral image synthesis.
Inf. Fusion, 2024

MaeFuse: Transferring Omni Features with Pretrained Masked Autoencoders for Infrared and Visible Image Fusion via Guided Training.
CoRR, 2024

AllSpark: a multimodal spatiotemporal general model.
CoRR, 2024

Triple-task mutual consistency for semi-supervised 3D medical image segmentation.
Comput. Biol. Medicine, 2024

Cross-Scale Domain Adaptation with Comprehensive Information for Pansharpening.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Sparse-to-dense Multimodal Image Registration via Multi-Task Learning.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference Cost.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Dispel Darkness for Better Fusion: A Controllable Visual Enhancer Based on Cross-Modal Conditional Adversarial Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

DeMatch: Deep Decomposition of Motion Field for Two-View Correspondence Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Text-IF: Leveraging Semantic Text Guidance for Degradation-Aware and Interactive Image Fusion.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

MRFS: Mutually Reinforcing Image Fusion and Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Unmixing Before Fusion: A Generalized Paradigm for Multi-Source-Based Hyperspectral Image Synthesis.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

A Robust Mutual-Reinforcing Framework for 3D Multi-Modal Medical Image Fusion Based on Visual-Semantic Consistency.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Locality Preserving Refinement for Shape Matching with Functional Maps.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Deep Unfolded Network with Intrinsic Supervision for Pan-Sharpening.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

ResMatch: Residual Attention Learning for Feature Matching.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

SDGMNet: Statistic-Based Dynamic Gradient Modulation for Local Descriptor Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Patch-guided point matching for point cloud registration with low overlap.
Pattern Recognit., December, 2023

Hyperspectral image destriping and denoising from a task decomposition view.
Pattern Recognit., December, 2023

Learning a 3D-CNN and Transformer prior for hyperspectral image super-resolution.
Inf. Fusion, December, 2023

STP-SOM: Scale-Transfer Learning for Pansharpening via Estimating Spectral Observation Model.
Int. J. Comput. Vis., December, 2023

APUNet: Attention-guided upsampling network for sparse and non-uniform point cloud.
Pattern Recognit., November, 2023

MSINet: Mining scale information from digital surface models for semantic segmentation of aerial images.
Pattern Recognit., November, 2023

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

Multi-exposure image fusion via perception enhanced structural patch decomposition.
Inf. Fusion, November, 2023

Rethinking the necessity of image fusion in high-level vision tasks: A practical infrared and visible image fusion network based on progressive semantic injection and scene fidelity.
Inf. Fusion, November, 2023

Hyperspectral image denoising via spectral noise distribution bootstrap.
Pattern Recognit., October, 2023

MURF: Mutually Reinforcing Multi-Modal Image Registration and Fusion.
IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

Improving sparse graph attention for feature matching by informative keypoints exploration.
Comput. Vis. Image Underst., October, 2023

Hierarchical image peeling: A flexible scale-space filtering framework.
Comput. Vis. Image Underst., October, 2023

Adversarial Autoencoder Network for Hyperspectral Unmixing.
IEEE Trans. Neural Networks Learn. Syst., August, 2023

Smoothness-Driven Consensus Based on Compact Representation for Robust Feature Matching.
IEEE Trans. Neural Networks Learn. Syst., August, 2023

Neighborhood Manifold Preserving Matching for Visual Place Recognition.
IEEE Trans. Ind. Informatics, July, 2023

Querying Labeled for Unlabeled: Cross-Image Semantic Consistency Guided Semi-Supervised Semantic Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

IID-MEF: A multi-exposure fusion network based on intrinsic image decomposition.
Inf. Fusion, July, 2023

HS<sup>2</sup>P: Hierarchical spectral and structure-preserving fusion network for multimodal remote sensing image cloud and shadow removal.
Inf. Fusion, June, 2023

Loop Closure Detection With Bidirectional Manifold Representation Consensus.
IEEE Trans. Intell. Transp. Syst., April, 2023

ZMFF: Zero-shot multi-focus image fusion.
Inf. Fusion, April, 2023

D2Net: Deep Denoising Network in Frequency Domain for Hyperspectral Image.
IEEE CAA J. Autom. Sinica, March, 2023

Loop Closure Detection via Locality Preserving Matching With Global Consensus.
IEEE CAA J. Autom. Sinica, February, 2023

Semantic-Supervised Infrared and Visible Image Fusion Via a Dual-Discriminator Generative Adversarial Network.
IEEE Trans. Multim., 2023

ACE-MEF: Adaptive Clarity Evaluation-Guided Network With Illumination Correction for Multi-Exposure Image Fusion.
IEEE Trans. Multim., 2023

DMEF: Multi-Exposure Image Fusion Based on a Novel Deep Decomposition Method.
IEEE Trans. Multim., 2023

Correspondence Attention Transformer: A Context-Sensitive Network for Two-View Correspondence Learning.
IEEE Trans. Multim., 2023

Dif-Fusion: Toward High Color Fidelity in Infrared and Visible Image Fusion With Diffusion Models.
IEEE Trans. Image Process., 2023

PGFNet: Preference-Guided Filtering Network for Two-View Correspondence Learning.
IEEE Trans. Image Process., 2023

Density-Guided Incremental Dominant Instance Exploration for Two-View Geometric Model Fitting.
IEEE Trans. Image Process., 2023

ReDFeat: Recoupling Detection and Description for Multimodal Feature Learning.
IEEE Trans. Image Process., 2023

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

Dual-Attention-Based Feature Aggregation Network for Infrared and Visible Image Fusion.
IEEE Trans. Instrum. Meas., 2023

PG-Net: Progressive Guidance Network via Robust Contextual Embedding for Efficient Point Cloud Registration.
IEEE Trans. Geosci. Remote. Sens., 2023

Dual Spatial-Spectral Pyramid Network With Transformer for Hyperspectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens., 2023

Progressive Hyperspectral Image Destriping With an Adaptive Frequencial Focus.
IEEE Trans. Geosci. Remote. Sens., 2023

SPGAN-DA: Semantic-Preserved Generative Adversarial Network for Domain Adaptive Remote Sensing Image Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2023

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

Learning for Feature Matching via Graph Context Attention.
IEEE Trans. Geosci. Remote. Sens., 2023

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

JRA-Net: Joint representation attention network for correspondence learning.
Pattern Recognit., 2023

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

DIVFusion: Darkness-free infrared and visible image fusion.
Inf. Fusion, 2023

Contrastive Learning for Blind Super-Resolution via A Distortion-Specific Network.
IEEE CAA J. Autom. Sinica, 2023

Hyperspectral Image Super-Resolution Meets Deep Learning: A Survey and Perspective.
IEEE CAA J. Autom. Sinica, 2023

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

Deep Learning-based Face Super-resolution: A Survey.
ACM Comput. Surv., 2023

Word length-aware text spotting: Enhancing detection and recognition in dense text image.
CoRR, 2023

ResMatch: Residual Attention Learning for Local Feature Matching.
CoRR, 2023

Learning Feature Matching via Matchable Keypoint-Assisted Graph Neural Network.
CoRR, 2023

Image Deblurring by Exploring In-depth Properties of Transformer.
CoRR, 2023

Dif-Fusion: Towards High Color Fidelity in Infrared and Visible Image Fusion with Diffusion Models.
CoRR, 2023

Robust Model Reasoning and Fitting via Dual Sparsity Pursuit.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

U-Match: Two-view Correspondence Learning with Hierarchy-aware Local Context Aggregation.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Diff-Retinex: Rethinking Low-light Image Enhancement with A Generative Diffusion Model.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

LSTFE-Net: Long Short-Term Feature Enhancement Network for Video Small Object Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Sparsely Annotated Semantic Segmentation with Adaptive Gaussian Mixtures.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

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

Unsupervised Multi-Exposure Image Fusion Breaking Exposure Limits via Contrastive Learning.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Multilayer Spectral-Spatial Graphs for Label Noisy Robust Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst., 2022

Real-Time and Accurate UAV Pedestrian Detection for Social Distancing Monitoring in COVID-19 Pandemic.
IEEE Trans. Multim., 2022

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

Multi-Focus Image Fusion Based on Multi-Scale Gradients and Image Matting.
IEEE Trans. Multim., 2022

Appearance-Based Loop Closure Detection via Locality-Driven Accurate Motion Field Learning.
IEEE Trans. Intell. Transp. Syst., 2022

Loop-Closure Detection Using Local Relative Orientation Matching.
IEEE Trans. Intell. Transp. Syst., 2022

MSA-Net: Establishing Reliable Correspondences by Multiscale Attention Network.
IEEE Trans. Image Process., 2022

Locality-Guided Global-Preserving Optimization for Robust Feature Matching.
IEEE Trans. Image Process., 2022

Multi-Task Interaction Learning for Spatiospectral Image Super-Resolution.
IEEE Trans. Image Process., 2022

High-Quality Wheat Stalk Cross Section Micrograph Measurement via Semantic Segmentation Network.
IEEE Trans. Instrum. Meas., 2022

Fast and Robust Loop-Closure Detection via Convolutional Auto-Encoder and Motion Consensus.
IEEE Trans. Ind. Informatics, 2022

Learning Spatial-Parallax Prior Based on Array Thermal Camera for Infrared Image Enhancement.
IEEE Trans. Ind. Informatics, 2022

Local Affine Preservation With Motion Consistency for Feature Matching of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Robust Feature Matching for Remote Sensing Image Registration via Guided Hyperplane Fitting.
IEEE Trans. Geosci. Remote. Sens., 2022

Hyperspectral Image Super-Resolution via Recurrent Feedback Embedding and Spatial-Spectral Consistency Regularization.
IEEE Trans. Geosci. Remote. Sens., 2022

A Group-Based Embedding Learning and Integration Network for Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 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

Cross Fusion Net: A Fast Semantic Segmentation Network for Small-Scale Semantic Information Capturing in Aerial Scenes.
IEEE Trans. Geosci. Remote. Sens., 2022

SQAD: Spatial-Spectral Quasi-Attention Recurrent Network for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens., 2022

TANet: An Unsupervised Two-Stream Autoencoder Network for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2022

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

Hyperspectral Anomaly Detection With Robust Graph Autoencoders.
IEEE Trans. Geosci. Remote. Sens., 2022

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

Group Shuffle and Spectral-Spatial Fusion for Hyperspectral Image Super-Resolution.
IEEE Trans. Computational Imaging, 2022

Deep Unfolding Network for Spatiospectral Image Super-Resolution.
IEEE Trans. Computational Imaging, 2022

Feature Matching for Remote-Sensing Image Registration via Neighborhood Topological and Affine Consistency.
Remote. Sens., 2022

Interpolation-based nonrigid deformation estimation under manifold regularization constraint.
Pattern Recognit., 2022

Infrared and visible image fusion via parallel scene and texture learning.
Pattern Recognit., 2022

BSCA-Net: Bit Slicing Context Attention network for polyp segmentation.
Pattern Recognit., 2022

Guided neighborhood affine subspace embedding for feature matching.
Pattern Recognit., 2022

Robust image matching via local graph structure consensus.
Pattern Recognit., 2022

CSDA-Net: Seeking reliable correspondences by channel-Spatial difference augment network.
Pattern Recognit., 2022

A Progressive Fusion Generative Adversarial Network for Realistic and Consistent Video Super-Resolution.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

U2Fusion: A Unified Unsupervised Image Fusion Network.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Efficient Deterministic Search With Robust Loss Functions for Geometric Model Fitting.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Dilated projection correction network based on autoencoder for hyperspectral image super-resolution.
Neural Networks, 2022

Learning Two-View Correspondences and Geometry Using Neighbor-Aware Network.
IEEE Geosci. Remote. Sens. Lett., 2022

Unified gradient- and intensity-discriminator generative adversarial network for image fusion.
Inf. Fusion, 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

PIAFusion: A progressive infrared and visible image fusion network based on illumination aware.
Inf. Fusion, 2022

Image fusion in the loop of high-level vision tasks: A semantic-aware real-time infrared and visible image fusion network.
Inf. Fusion, 2022

UIFGAN: An unsupervised continual-learning generative adversarial network for unified image fusion.
Inf. Fusion, 2022

Multi-exposure image fusion via deep perceptual enhancement.
Inf. Fusion, 2022

Image dehazing via enhancement, restoration, and fusion: A survey.
Inf. Fusion, 2022

RANet: A relation-aware network for two-view correspondence learning.
Neurocomputing, 2022

Feature Matching via Motion-Consistency Driven Probabilistic Graphical Model.
Int. J. Comput. Vis., 2022

Loop Closure Detection With Reweighting NetVLAD and Local Motion and Structure Consensus.
IEEE CAA J. Autom. Sinica, 2022

SuperFusion: A Versatile Image Registration and Fusion Network with Semantic Awareness.
IEEE CAA J. Autom. Sinica, 2022

Domain Adaptive Semantic Segmentation via Entropy-Ranking and Uncertain Learning-Based Self-Training.
IEEE CAA J. Autom. Sinica, 2022

SwinFusion: Cross-domain Long-range Learning for General Image Fusion via Swin Transformer.
IEEE CAA J. Autom. Sinica, 2022

BaMBNet: A Blur-Aware Multi-Branch Network for Dual-Pixel Defocus Deblurring.
IEEE CAA J. Autom. Sinica, 2022

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

Fusion from Decomposition: A Self-Supervised Decomposition Approach for Image Fusion.
Proceedings of the Computer Vision - ECCV 2022, 2022

Hierarchical Memory Learning for Fine-Grained Scene Graph Generation.
Proceedings of the Computer Vision - ECCV 2022, 2022

RFNet: Unsupervised Network for Mutually Reinforcing Multi-modal Image Registration and Fusion.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

From Less to More: Spectral Splitting and Aggregation Network for Hyperspectral Face Super-Resolution.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 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

MS2DG-Net: Progressive Correspondence Learning via Multiple Sparse Semantics Dynamic Graph.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Correlation Discrepancy Insight Network for Video Re-identification.
ACM Trans. Multim. Comput. Commun. Appl., 2021

DRF: Disentangled Representation for Visible and Infrared Image Fusion.
IEEE Trans. Instrum. Meas., 2021

GANMcC: A Generative Adversarial Network With Multiclassification Constraints for Infrared and Visible Image Fusion.
IEEE Trans. Instrum. Meas., 2021

STDFusionNet: An Infrared and Visible Image Fusion Network Based on Salient Target Detection.
IEEE Trans. Instrum. Meas., 2021

Robust ENF Estimation Based on Harmonic Enhancement and Maximum Weight Clique.
IEEE Trans. Inf. Forensics Secur., 2021

SDPNet: A Deep Network for Pan-Sharpening With Enhanced Information Representation.
IEEE Trans. Geosci. Remote. Sens., 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

Classification Saliency-Based Rule for Visible and Infrared Image Fusion.
IEEE Trans. Computational Imaging, 2021

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

DE-CycleGAN: An Object Enhancement Network for Weak Vehicle Detection in Satellite Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

A Spatial-Spectral Feature Descriptor for Hyperspectral Image Matching.
Remote. Sens., 2021

A Cross-Direction and Progressive Network for Pan-Sharpening.
Remote. Sens., 2021

Mining consistent correspondences using co-occurrence statistics.
Pattern Recognit., 2021

Ranking list preservation for feature matching.
Pattern Recognit., 2021

Enhanced image prior for unsupervised remoting sensing super-resolution.
Neural Networks, 2021

Bilateral attention decoder: A lightweight decoder for real-time semantic segmentation.
Neural Networks, 2021

Hyperspectral Anomaly Detection via Integration of Feature Extraction and Background Purification.
IEEE Geosci. Remote. Sens. Lett., 2021

MPIN: a macro-pixel integration network for light field super-resolution.
Frontiers Inf. Technol. Electron. Eng., 2021

Locality-constrained sparse representation for hyperspectral image classification.
Inf. Sci., 2021

MFF-GAN: An unsupervised generative adversarial network with adaptive and gradient joint constraints for multi-focus image fusion.
Inf. Fusion, 2021

EMFusion: An unsupervised enhanced medical image fusion network.
Inf. Fusion, 2021

Image retrieval from remote sensing big data: A survey.
Inf. Fusion, 2021

A review of multimodal image matching: Methods and applications.
Inf. Fusion, 2021

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

SDNet: A Versatile Squeeze-and-Decomposition Network for Real-Time Image Fusion.
Int. J. Comput. Vis., 2021

Beyond Brightening Low-light Images.
Int. J. Comput. Vis., 2021

Segmentation by Continuous Latent Semantic Analysis for Multi-structure Model Fitting.
Int. J. Comput. Vis., 2021

Image Matching from Handcrafted to Deep Features: A Survey.
Int. J. Comput. Vis., 2021

A Generative Adversarial Network for Infrared and Visible Image Fusion Based on Semantic Segmentation.
Entropy, 2021

A Foreground-Aware Framework for Local Face Attribute Transfer.
Entropy, 2021

Unsupervised Exemplar-Domain Aware Image-to-Image Translation.
Entropy, 2021

A Practical Contrastive Learning Framework for Single Image Super-Resolution.
CoRR, 2021

TANet: A new Paradigm for Global Face Super-resolution via Transformer-CNN Aggregation Network.
CoRR, 2021

Spectral Splitting and Aggregation Network for Hyperspectral Face Super-Resolution.
CoRR, 2021

BaMBNet: A Blur-aware Multi-branch Network for Defocus Deblurring.
CoRR, 2021

Hierarchical Image Peeling: A Flexible Scale-space Filtering Framework.
CoRR, 2021

Motion Field Consensus with Locality Preservation: A Geometric Confirmation Strategy for Loop Closure Detection.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Appearance-based Loop Closure Detection via Bidirectional Manifold Representation Consensus.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Visual Place Recognition via Local Affine Preserving Matching.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

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

Zero-Shot Multi-Focus Image Fusion.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Pan-Sharpening Via High-Pass Modification Convolutional Neural Network.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

T-Net: Effective Permutation-Equivariant Network for Two-View Correspondence Learning.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Uniformity in Heterogeneity: Diving Deep into Count Interval Partition for Crowd Counting.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

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

Unsupervised Stacked Capsule Autoencoder for Hyperspectral Image Classification.
Proceedings of the IEEE International Conference on Acoustics, 2021

UTDN: An Unsupervised Two-Stream Dirichlet-Net for Hyperspectral Unmixing.
Proceedings of the IEEE International Conference on Acoustics, 2021

Robust Graph Autoencoder for Hyperspectral Anomaly Detection.
Proceedings of the IEEE International Conference on Acoustics, 2021

To Choose or to Fuse? Scale Selection for Crowd Counting.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Cross-Weather Image Alignment via Latent Generative Model With Intensity Consistency.
IEEE Trans. Image Process., 2020

MEF-GAN: Multi-Exposure Image Fusion via Generative Adversarial Networks.
IEEE Trans. Image Process., 2020

Deterministic Model Fitting by Local-Neighbor Preservation and Global-Residual Optimization.
IEEE Trans. Image Process., 2020

DDcGAN: A Dual-Discriminator Conditional Generative Adversarial Network for Multi-Resolution Image Fusion.
IEEE Trans. Image Process., 2020

Robust Feature Matching Using Spatial Clustering With Heavy Outliers.
IEEE Trans. Image Process., 2020

SCSCN: A Separated Channel-Spatial Convolution Net With Attention for Single-View Reconstruction.
IEEE Trans. Ind. Electron., 2020

Image Superresolution via Dense Discriminative Network.
IEEE Trans. Ind. Electron., 2020

Ensemble Super-Resolution With a Reference Dataset.
IEEE Trans. Cybern., 2020

Context-Patch Face Hallucination Based on Thresholding Locality-Constrained Representation and Reproducing Learning.
IEEE Trans. Cybern., 2020

Multi-Temporal Ultra Dense Memory Network for Video Super-Resolution.
IEEE Trans. Circuits Syst. Video Technol., 2020

Learning Spatial-Spectral Prior for Super-Resolution of Hyperspectral Imagery.
IEEE Trans. Computational Imaging, 2020

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

Semantic segmentation using stride spatial pyramid pooling and dual attention decoder.
Pattern Recognit., 2020

Minimal Case Relative Pose Computation Using Ray-Point-Ray Features.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Mutually Guided Image Filtering.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Sparse unmixing of hyperspectral data with bandwise model.
Inf. Sci., 2020

Infrared and visible image fusion based on target-enhanced multiscale transform decomposition.
Inf. Sci., 2020

Pan-GAN: An unsupervised pan-sharpening method for remote sensing image fusion.
Inf. Fusion, 2020

Infrared and visible image fusion via detail preserving adversarial learning.
Inf. Fusion, 2020

Learning to find reliable correspondences with local neighborhood consensus.
Neurocomputing, 2020

Spectral-spatial classification for hyperspectral image based on a single GRU.
Neurocomputing, 2020

Infrared and visible image fusion via gradientlet filter.
Comput. Vis. Image Underst., 2020

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

Geometric Estimation via Robust Subspace Recovery.
Proceedings of the Computer Vision - ECCV 2020, 2020

Multi-Scale Progressive Fusion Network for Single Image Deraining.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

MTL-NAS: Task-Agnostic Neural Architecture Search Towards General-Purpose Multi-Task Learning.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Rethinking the Image Fusion: A Fast Unified Image Fusion Network based on Proportional Maintenance of Gradient and Intensity.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

FusionDN: A Unified Densely Connected Network for Image Fusion.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Nonrigid Point Set Registration With Robust Transformation Learning Under Manifold Regularization.
IEEE Trans. Neural Networks Learn. Syst., 2019

Multi-Memory Convolutional Neural Network for Video Super-Resolution.
IEEE Trans. Image Process., 2019

LMR: Learning a Two-Class Classifier for Mismatch Removal.
IEEE Trans. Image Process., 2019

Graph-Regularized Locality-Constrained Joint Dictionary and Residual Learning for Face Sketch Synthesis.
IEEE Trans. Image Process., 2019

Multiscale Locality and Rank Preservation for Robust Feature Matching of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2019

Hyperspectral Image Classification in the Presence of Noisy Labels.
IEEE Trans. Geosci. Remote. Sens., 2019

Multifeature-Based Discriminative Label Consistent K-SVD for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Gaussian field estimator with manifold regularization for retinal image registration.
Signal Process., 2019

Spectral-Spatial Attention Networks for Hyperspectral Image Classification.
Remote. Sens., 2019

Feature-guided Gaussian mixture model for image matching.
Pattern Recognit., 2019

Deep transfer learning for military object recognition under small training set condition.
Neural Comput. Appl., 2019

A non-parametric depth modification model for registration between color and depth images.
Multidimens. Syst. Signal Process., 2019

Face hallucination through differential evolution parameter map learning with facial structure prior.
Inf. Sci., 2019

FusionGAN: A generative adversarial network for infrared and visible image fusion.
Inf. Fusion, 2019

Infrared and visible image fusion methods and applications: A survey.
Inf. Fusion, 2019

Locality Preserving Matching.
Int. J. Comput. Vis., 2019

LaFIn: Generative Landmark Guided Face Inpainting.
CoRR, 2019

EDIT: Exemplar-Domain Aware Image-to-Image Translation.
CoRR, 2019

PFLD: A Practical Facial Landmark Detector.
CoRR, 2019

Line-Based Stereo SLAM by Junction Matching and Vanishing Point Alignment.
IEEE Access, 2019

Learning a Generative Model for Fusing Infrared and Visible Images via Conditional Generative Adversarial Network with Dual Discriminators.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 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

GRU with Spatial Prior for Hyperspectral Image Classification.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019


AIM 2019 Challenge on Video Extreme Super-Resolution: Methods and Results.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Progressive Fusion Video Super-Resolution Network via Exploiting Non-Local Spatio-Temporal Correlations.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Image Super-resolution via Deep Aggregation Network.
Proceedings of the IEEE International Conference on Acoustics, 2019

Progressive Filtering for Feature Matching.
Proceedings of the IEEE International Conference on Acoustics, 2019


NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural Discriminative Dimensionality Reduction.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Guided Locality Preserving Feature Matching for Remote Sensing Image Registration.
IEEE Trans. Geosci. Remote. Sens., 2018

Large-Scale Remote Sensing Image Retrieval by Deep Hashing Neural Networks.
IEEE Trans. Geosci. Remote. Sens., 2018

Learning Source-Invariant Deep Hashing Convolutional Neural Networks for Cross-Source Remote Sensing Image Retrieval.
IEEE Trans. Geosci. Remote. Sens., 2018

SuperPCA: A Superpixelwise PCA Approach for Unsupervised Feature Extraction of Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2018

Spatial-Spectral Total Variation Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens., 2018

Urban Area Detection in Very High Resolution Remote Sensing Images Using Deep Convolutional Neural Networks.
Sensors, 2018

Hyperspectral Image Classification With Discriminative Kernel Collaborative Representation and Tikhonov Regularization.
IEEE Geosci. Remote. Sens. Lett., 2018

Robust feature matching via Gaussian field criterion for remote sensing image registration.
J. Real Time Image Process., 2018

Robust GBM hyperspectral image unmixing with superpixel segmentation based low rank and sparse representation.
Neurocomputing, 2018

Rectangular-Normalized Superpixel Entropy Index for Image Quality Assessment.
Entropy, 2018

NDDR-CNN: Layer-wise Feature Fusing in Multi-Task CNN by Neural Discriminative Dimensionality Reduction.
CoRR, 2018

Image Deformation With Vector-Field Interpolation Based on MRLS-TPS.
IEEE Access, 2018

Nonuniformity Correction Based on Adaptive Sparse Representation Using Joint Local and Global Constraints Based Learning Rate.
IEEE Access, 2018

Deep CNN Denoiser and Multi-layer Neighbor Component Embedding for Face Hallucination.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Visual Homing via Guided Locality Preserving Matching.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Feature Matching Based on Top K Rank Similarity.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Residual Learning for Face Sketch Synthesis.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
Single Image Super-Resolution via Locally Regularized Anchored Neighborhood Regression and Nonlocal Means.
IEEE Trans. Multim., 2017

SRLSP: A Face Image Super-Resolution Algorithm Using Smooth Regression With Local Structure Prior.
IEEE Trans. Multim., 2017

Semi-Supervised Sparse Representation Based Classification for Face Recognition With Insufficient Labeled Samples.
IEEE Trans. Image Process., 2017

Robust Sparse Hyperspectral Unmixing With ell<sub>2, 1</sub> Norm.
IEEE Trans. Geosci. Remote. Sens., 2017

Noise Robust Face Image Super-Resolution Through Smooth Sparse Representation.
IEEE Trans. Cybern., 2017

Sparse Unmixing of Hyperspectral Data with Noise Level Estimation.
Remote. Sens., 2017

Spatial-Aware Collaborative Representation for Hyperspectral Remote Sensing Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2017

Feature guided Gaussian mixture model with semi-supervised EM and local geometric constraint for retinal image registration.
Inf. Sci., 2017

Hyperspectral image denoising with superpixel segmentation and low-rank representation.
Inf. Sci., 2017

Robust Topological Navigation via Convolutional Neural Network Feature and Sharpness Measure.
IEEE Access, 2017

Robust Image Feature Matching via Progressive Sparse Spatial Consensus.
IEEE Access, 2017

Statistical Inference of Gaussian-Laplace Distribution for Person Verification.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Mutually Guided Image Filtering.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Visual homing by robust interpolation for sparse motion flow.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Locality Preserving Matching.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Feature guided non-rigid image/surface deformation via moving least squares with manifold regularization.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

A unified model for improving depth accuracy in kinect sensor.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Context-patch based face hallucination via thresholding locality-constrained representation and reproducing learning.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Non-rigid image deformation algorithm based on MRLS-TPS.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Non-Rigid Point Set Registration with Robust Transformation Estimation under Manifold Regularization.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Non-Rigid Point Set Registration by Preserving Global and Local Structures.
IEEE Trans. Image Process., 2016

Facial Image Hallucination Through Coupled-Layer Neighbor Embedding.
IEEE Trans. Circuits Syst. Video Technol., 2016

Hyperspectral Unmixing with Robust Collaborative Sparse Regression.
Remote. Sens., 2016

Image retrieval based on image-to-class similarity.
Pattern Recognit. Lett., 2016

Nonrigid Feature Matching for Remote Sensing Images via Probabilistic Inference With Global and Local Regularizations.
IEEE Geosci. Remote. Sens. Lett., 2016

Hyperspectral Image Classification With Robust Sparse Representation.
IEEE Geosci. Remote. Sens. Lett., 2016

GBM-Based Unmixing of Hyperspectral Data Using Bound Projected Optimal Gradient Method.
IEEE Geosci. Remote. Sens. Lett., 2016

An Infrared Small Target Detecting Algorithm Based on Human Visual System.
IEEE Geosci. Remote. Sens. Lett., 2016

A novel spatio-temporal saliency approach for robust dim moving target detection from airborne infrared image sequences.
Inf. Sci., 2016

Infrared and visible image fusion via gradient transfer and total variation minimization.
Inf. Fusion, 2016

Infrared and visible image fusion using total variation model.
Neurocomputing, 2016

Hyperspectral image denoising with segmentation-based low rank representation.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

Multimodal retinal image registration using edge map and feature guided Gaussian mixture model.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

Object localization by density-based spatial clustering.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

Sparse unmixing of hyperspectral data based on robust linear mixing model.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

Smooth sparse representation for noise robust face super-resolution.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

Robust sparse unmixing of hyperspectral data.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Registration of remote sensing images with non-rigid distortions.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Robust image matching via feature guided Gaussian mixture model.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

Hyperspectral image denoising based on low-rank representation and superpixel segmentation.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015
Robust L<sub>2</sub>E Estimation of Transformation for Non-Rigid Registration.
IEEE Trans. Signal Process., 2015

Robust Feature Matching for Remote Sensing Image Registration via Locally Linear Transforming.
IEEE Trans. Geosci. Remote. Sens., 2015

Image Feature Matching via Progressive Vector Field Consensus.
IEEE Signal Process. Lett., 2015

Non-rigid point set registration via coherent spatial mapping.
Signal Process., 2015

A Biologically-Inspired Framework for Contour Detection Using Superpixel-Based Candidates and Hierarchical Visual Cues.
Sensors, 2015

A Real-Time Infrared Ultra-Spectral Signature Classification Method via Spatial Pyramid Matching.
Sensors, 2015

Non-rigid visible and infrared face registration via regularized Gaussian fields criterion.
Pattern Recognit., 2015

Density-based region search with arbitrary shape for object localisation.
IET Comput. Vis., 2015

2014
Robust Point Matching via Vector Field Consensus.
IEEE Trans. Image Process., 2014

MsLRR: A Unified Multiscale Low-Rank Representation for Image Segmentation.
IEEE Trans. Image Process., 2014

A robust and outlier-adaptive method for non-rigid point registration.
Pattern Anal. Appl., 2014

Mismatch removal via coherent spatial relations.
J. Electronic Imaging, 2014

Density-Based Region Search with Arbitrary Shape for Object Localization.
CoRR, 2014

2013
Nonrigid Image Deformation Using Moving Regularized Least Squares.
IEEE Signal Process. Lett., 2013

Regularized vector field learning with sparse approximation for mismatch removal.
Pattern Recognit., 2013

LIPID: Local Image Permutation Interval Descriptor.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Robust Estimation of Nonrigid Transformation for Point Set Registration.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Mismatch removal via coherent spatial mapping.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

2011
A robust method for vector field learning with application to mismatch removing.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011


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