Jiayi Ma

According to our database1, Jiayi Ma authored at least 126 papers between 2011 and 2020.

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Bibliography

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

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

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

Learning Spatial-Spectral Prior for Super-Resolution of Hyperspectral Imagery.
CoRR, 2020

MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning.
CoRR, 2020

Multi-Scale Progressive Fusion Network for Single Image Deraining.
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 Computing and Applications, 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

Ensemble Super-Resolution with A Reference Dataset.
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. Multimedia, 2017

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