Jiayi Ma
Orcid: 0000-0003-3264-3265Affiliations:
- 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:
Collaborative distances:
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Online presence:
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On csauthors.net:
Bibliography
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
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
From Noise Addition to Denoising: A Self-Variation Capture Network for Point Cloud Optimization.
IEEE Trans. Vis. Comput. Graph., July, 2024
ACM Trans. Multim. Comput. Commun. Appl., May, 2024
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
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
IEEE Trans. Neural Networks Learn. Syst., February, 2024
Pattern Recognit., February, 2024
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
IEEE CAA J. Autom. Sinica, January, 2024
IEEE Trans. Multim., 2024
CAMF: An Interpretable Infrared and Visible Image Fusion Network Based on Class Activation Mapping.
IEEE Trans. Multim., 2024
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
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
IEEE Trans. Image Process., 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
IEEE Trans. Geosci. Remote. Sens., 2024
Decoupling Image Deblurring Into Twofold: A Hierarchical Model for Defocus Deblurring.
IEEE Trans. Computational Imaging, 2024
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
Comput. Biol. Medicine, 2024
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
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
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
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
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Pattern Recognit., December, 2023
Pattern Recognit., December, 2023
Inf. Fusion, December, 2023
STP-SOM: Scale-Transfer Learning for Pansharpening via Estimating Spectral Observation Model.
Int. J. Comput. Vis., December, 2023
Pattern Recognit., November, 2023
MSINet: Mining scale information from digital surface models for semantic segmentation of aerial images.
Pattern Recognit., November, 2023
Pattern Recognit., November, 2023
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
Pattern Recognit., October, 2023
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
Comput. Vis. Image Underst., October, 2023
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
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
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
IEEE Trans. Intell. Transp. Syst., April, 2023
IEEE CAA J. Autom. Sinica, March, 2023
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
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
IEEE Trans. Image Process., 2023
Density-Guided Incremental Dominant Instance Exploration for Two-View Geometric Model Fitting.
IEEE Trans. Image Process., 2023
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
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
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
Pattern Recognit., 2023
Inf. Fusion, 2023
IEEE CAA J. Autom. Sinica, 2023
IEEE CAA J. Autom. Sinica, 2023
IEEE CAA J. Autom. Sinica, 2023
Word length-aware text spotting: Enhancing detection and recognition in dense text image.
CoRR, 2023
CoRR, 2023
Dif-Fusion: Towards High Color Fidelity in Infrared and Visible Image Fusion with Diffusion Models.
CoRR, 2023
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
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
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
IEEE Trans. Multim., 2022
Appearance-Based Loop Closure Detection via Locality-Driven Accurate Motion Field Learning.
IEEE Trans. Intell. Transp. Syst., 2022
IEEE Trans. Intell. Transp. Syst., 2022
IEEE Trans. Image Process., 2022
IEEE Trans. Image Process., 2022
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
IEEE Trans. Geosci. Remote. Sens., 2022
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
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Computational Imaging, 2022
IEEE Trans. Computational Imaging, 2022
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
Pattern Recognit., 2022
Pattern Recognit., 2022
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
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
IEEE Geosci. Remote. Sens. Lett., 2022
Unified gradient- and intensity-discriminator generative adversarial network for image fusion.
Inf. Fusion, 2022
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
Neurocomputing, 2022
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
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
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
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
ACM Trans. Multim. Comput. Commun. Appl., 2021
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
IEEE Trans. Inf. Forensics Secur., 2021
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
IEEE Trans. Computational Imaging, 2021
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
Remote. Sens., 2021
Pattern Recognit., 2021
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
Frontiers Inf. Technol. Electron. Eng., 2021
Inf. Sci., 2021
MFF-GAN: An unsupervised generative adversarial network with adaptive and gradient joint constraints for multi-focus image fusion.
Inf. Fusion, 2021
Int. J. Comput. Vis., 2021
Segmentation by Continuous Latent Semantic Analysis for Multi-structure Model Fitting.
Int. J. Comput. Vis., 2021
Int. J. Comput. Vis., 2021
A Generative Adversarial Network for Infrared and Visible Image Fusion Based on Semantic Segmentation.
Entropy, 2021
CoRR, 2021
TANet: A new Paradigm for Global Face Super-resolution via Transformer-CNN Aggregation Network.
CoRR, 2021
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
Proceedings of the IEEE International Conference on Robotics and Automation, 2021
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021
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
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
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
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
IEEE Trans. Image Process., 2020
SCSCN: A Separated Channel-Spatial Convolution Net With Attention for Single-View Reconstruction.
IEEE Trans. Ind. Electron., 2020
IEEE Trans. Ind. Electron., 2020
Context-Patch Face Hallucination Based on Thresholding Locality-Constrained Representation and Reproducing Learning.
IEEE Trans. Cybern., 2020
IEEE Trans. Circuits Syst. Video Technol., 2020
IEEE Trans. Computational Imaging, 2020
IEEE Signal Process. Lett., 2020
Semantic segmentation using stride spatial pyramid pooling and dual attention decoder.
Pattern Recognit., 2020
IEEE Trans. Pattern Anal. Mach. Intell., 2020
Infrared and visible image fusion based on target-enhanced multiscale transform decomposition.
Inf. Sci., 2020
Inf. Fusion, 2020
Inf. Fusion, 2020
Neurocomputing, 2020
Neurocomputing, 2020
Comput. Vis. Image Underst., 2020
Proceedings of the IEEE International Conference on Image Processing, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
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
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
IEEE Trans. Image Process., 2019
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
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
Remote. Sens., 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
Inf. Fusion, 2019
Inf. Fusion, 2019
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
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
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
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 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
IEEE Trans. Geosci. Remote. Sens., 2018
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
Entropy, 2018
NDDR-CNN: Layer-wise Feature Fusing in Multi-Task CNN by Neural Discriminative Dimensionality Reduction.
CoRR, 2018
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
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
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
IEEE Trans. Geosci. Remote. Sens., 2017
IEEE Trans. Cybern., 2017
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
IEEE Access, 2017
Proceedings of the 2017 ACM on Multimedia Conference, 2017
Proceedings of the 2017 ACM on Multimedia Conference, 2017
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017
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
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
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
IEEE Trans. Image Process., 2016
IEEE Trans. Circuits Syst. Video Technol., 2016
Remote. Sens., 2016
Nonrigid Feature Matching for Remote Sensing Images via Probabilistic Inference With Global and Local Regularizations.
IEEE Geosci. Remote. Sens. Lett., 2016
IEEE Geosci. Remote. Sens. Lett., 2016
GBM-Based Unmixing of Hyperspectral Data Using Bound Projected Optimal Gradient Method.
IEEE Geosci. Remote. Sens. Lett., 2016
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
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
Proceedings of the 2016 Visual Communications and Image Processing, 2016
Proceedings of the 2016 Visual Communications and Image Processing, 2016
Proceedings of the 2016 Visual Communications and Image Processing, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
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
IEEE Trans. Signal Process., 2015
Robust Feature Matching for Remote Sensing Image Registration via Locally Linear Transforming.
IEEE Trans. Geosci. Remote. Sens., 2015
IEEE Signal Process. Lett., 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
IET Comput. Vis., 2015
2014
IEEE Trans. Image Process., 2014
Pattern Anal. Appl., 2014
2013
IEEE Signal Process. Lett., 2013
Pattern Recognit., 2013
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
2011
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011