Jiayi Ma

According to our database1, Jiayi Ma authored at least 78 papers between 2011 and 2019.

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Bibliography

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

Hyperspectral Image Classification in the Presence of Noisy Labels.
IEEE Trans. Geoscience and Remote Sensing, 2019

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

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

2018
Guided Locality Preserving Feature Matching for Remote Sensing Image Registration.
IEEE Trans. Geoscience and Remote Sensing, 2018

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

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

SuperPCA: A Superpixelwise PCA Approach for Unsupervised Feature Extraction of Hyperspectral Imagery.
IEEE Trans. Geoscience and Remote Sensing, 2018

Spatial-Spectral Total Variation Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Denoising.
IEEE Trans. Geoscience and Remote Sensing, 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 Sensing Lett., 2018

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

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 Processing, 2017

Robust Sparse Hyperspectral Unmixing With ell2, 1 Norm.
IEEE Trans. Geoscience and Remote Sensing, 2017

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

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

Spatial-Aware Collaborative Representation for Hyperspectral Remote Sensing Image Classification.
IEEE Geosci. Remote Sensing 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 Processing, 2016

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

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

Image retrieval based on image-to-class similarity.
Pattern Recognition Letters, 2016

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

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

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

An Infrared Small Target Detecting Algorithm Based on Human Visual System.
IEEE Geosci. Remote Sensing 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.
Information 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 L2E Estimation of Transformation for Non-Rigid Registration.
IEEE Trans. Signal Processing, 2015

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

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

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

Density-based region search with arbitrary shape for object localisation.
IET Computer Vision, 2015

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

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

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 Recognition, 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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