Jiayi Ma

According to our database, Jiayi Ma authored at least 326 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Omniscient Video Super-Resolution with Explicit-Implicit Alignment.

Peng Yi, Zhongyuan Wang, Laigan Luo, Kui Jiang, Zheng He, Junjun Jiang, Tao Lu, Jiayi Ma

ACM Trans. Multim. Comput. Commun. Appl., May, 2024

ConvMatch: Rethinking Network Design for Two-View Correspondence Learning.

Shihua Zhang, Jiayi Ma

IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Reciprocal transformer for hyperspectral and multispectral image fusion.

Qing Ma, Junjun Jiang, Xianming Liu, Jiayi Ma

Inf. Fusion, April, 2024

More Than Lightening: A Self-Supervised Low-Light Image Enhancement Method Capable for Multiple Degradations.

Han Xu, Jiayi Ma, Yixuan Yuan, Hao Zhang, Xin Tian, Xiaojie Guo

IEEE CAA J. Autom. Sinica, March, 2024

DRLIE: Flexible Low-Light Image Enhancement via Disentangled Representations.

Linfeng Tang, Jiayi Ma, Hao Zhang, Xiaojie Guo

IEEE Trans. Neural Networks Learn. Syst., February, 2024

SSL-Net: Sparse semantic learning for identifying reliable correspondences.

Shunxing Chen, Guobao Xiao, Ziwei Shi, Junwen Guo, Jiayi Ma

Pattern Recognit., February, 2024

PAPS: Progressive Attention-Based Pan-sharpening.

Yanan Jia, Qiming Hu, Renwei Dian, Jiayi Ma, Xiaojie Guo

IEEE CAA J. Autom. Sinica, February, 2024

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

Hebaixu Wang, Hao Zhang, Xin Tian, Jiayi Ma

Inf. Fusion, January, 2024

Feature Matching via Topology-Aware Graph Interaction Model.

Yifan Lu, Jiayi Ma, Xiaoguang Mei, Jun Huang, Xiao-Ping (Steven) Zhang

IEEE CAA J. Autom. Sinica, January, 2024

Cycle-Retinex: Unpaired Low-Light Image Enhancement via Retinex-Inline CycleGAN.

Kangle Wu, Jun Huang, Yong Ma, Fan Fan, Jiayi Ma

IEEE Trans. Multim., 2024

CAMF: An Interpretable Infrared and Visible Image Fusion Network Based on Class Activation Mapping.

Linfeng Tang, Ziang Chen, Jun Huang, Jiayi Ma

IEEE Trans. Multim., 2024

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

Wenhui Hong, Hao Zhang, Jiayi Ma

IEEE Trans. Image Process., 2024

Multiview Stereo via Noise Suppression PatchMatch.

Jun Chen, Aoyu Zhu, Yang Yu, Jiayi Ma

IEEE Trans. Instrum. Meas., 2024

Text-IF: Leveraging Semantic Text Guidance for Degradation-Aware and Interactive Image Fusion.

Xunpeng Yi, Han Xu, Hao Zhang, Linfeng Tang, Jiayi Ma

CoRR, 2024

Latent Semantic Consensus For Deterministic Geometric Model Fitting.

Guobao Xiao, Jun Yu, Jiayi Ma, Deng-Ping Fan, Ling Shao

CoRR, 2024

AllSpark: a multimodal spatiotemporal general model.

Run Shao, Cheng Yang, Qiujun Li, Qing Zhu, Yongjun Zhang, Yansheng Li, Yu Liu, Yong Tang, Dapeng Liu, Shizhong Yang, Jiayi Ma, Haifeng Li

CoRR, 2024

A Robust Mutual-Reinforcing Framework for 3D Multi-Modal Medical Image Fusion Based on Visual-Semantic Consistency.

Hao Zhang, Xuhui Zuo, Huabing Zhou, Tao Lu, Jiayi Ma

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Locality Preserving Refinement for Shape Matching with Functional Maps.

Yifan Xia, Yifan Lu, Yuan Gao, Jiayi Ma

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Deep Unfolded Network with Intrinsic Supervision for Pan-Sharpening.

Hebaixu Wang, Meiqi Gong, Xiaoguang Mei, Hao Zhang, Jiayi Ma

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

ResMatch: Residual Attention Learning for Feature Matching.

Yuxin Deng, Kaining Zhang, Shihua Zhang, Yansheng Li, Jiayi Ma

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

SDGMNet: Statistic-Based Dynamic Gradient Modulation for Local Descriptor Learning.

Yuxin Deng, Jiayi Ma

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Patch-guided point matching for point cloud registration with low overlap.

Tianming Zhao, Linfeng Li, Tian Tian, Jiayi Ma, Jinwen Tian

Pattern Recognit., December, 2023

Hyperspectral image destriping and denoising from a task decomposition view.

Erting Pan, Yong Ma, Xiaoguang Mei, Jun Huang, Qihai Chen, Jiayi Ma

Pattern Recognit., December, 2023

Learning a 3D-CNN and Transformer prior for hyperspectral image super-resolution.

Qing Ma, Junjun Jiang, Xianming Liu, Jiayi Ma

Inf. Fusion, December, 2023

STP-SOM: Scale-Transfer Learning for Pansharpening via Estimating Spectral Observation Model.

Hao Zhang, Jiayi Ma

Int. J. Comput. Vis., December, 2023

APUNet: Attention-guided upsampling network for sparse and non-uniform point cloud.

Tianming Zhao, Linfeng Li, Tian Tian, Jiayi Ma, Jinwen Tian

Pattern Recognit., November, 2023

MSINet: Mining scale information from digital surface models for semantic segmentation of aerial images.

Chengli Peng, Haifeng Li, Chao Tao, Yansheng Li, Jiayi Ma

Pattern Recognit., November, 2023

Variational Bayesian deep network for blind Poisson denoising.

Hao Liang, Rui Liu, Zhongyuan Wang, Jiayi Ma, Xin Tian

Pattern Recognit., November, 2023

Multi-exposure image fusion via perception enhanced structural patch decomposition.

Junchao Zhang, Yidong Luo, Junbin Huang, Ying Liu, Jiayi Ma

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.

Linfeng Tang, Hao Zhang, Han Xu, Jiayi Ma

Inf. Fusion, November, 2023

Hyperspectral image denoising via spectral noise distribution bootstrap.

Erting Pan, Yong Ma, Xiaoguang Mei, Fan Fan, Jiayi Ma

Pattern Recognit., October, 2023

MURF: Mutually Reinforcing Multi-Modal Image Registration and Fusion.

Han Xu, Jiteng Yuan, Jiayi Ma

IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

Improving sparse graph attention for feature matching by informative keypoints exploration.

Xingyu Jiang, Shihua Zhang, Xiaoping Zhang, Jiayi Ma

Comput. Vis. Image Underst., October, 2023

Hierarchical image peeling: A flexible scale-space filtering framework.

Yuanbin Fu, Jiayi Ma, Xiaojie Guo

Comput. Vis. Image Underst., October, 2023

Adversarial Autoencoder Network for Hyperspectral Unmixing.

Qiwen Jin, Yong Ma, Fan Fan, Jun Huang, Xiaoguang Mei, Jiayi Ma

IEEE Trans. Neural Networks Learn. Syst., August, 2023

Smoothness-Driven Consensus Based on Compact Representation for Robust Feature Matching.

Aoxiang Fan, Xingyu Jiang, Yong Ma, Xiaoguang Mei, Jiayi Ma

IEEE Trans. Neural Networks Learn. Syst., August, 2023

Neighborhood Manifold Preserving Matching for Visual Place Recognition.

Xinyu Ye, Jiayi Ma

IEEE Trans. Ind. Informatics, July, 2023

Querying Labeled for Unlabeled: Cross-Image Semantic Consistency Guided Semi-Supervised Semantic Segmentation.

Linshan Wu, Leyuan Fang, Xingxin He, Min He, Jiayi Ma, Zhun Zhong

IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

IID-MEF: A multi-exposure fusion network based on intrinsic image decomposition.

Hao Zhang, Jiayi Ma

Inf. Fusion, July, 2023

HS²P: Hierarchical spectral and structure-preserving fusion network for multimodal remote sensing image cloud and shadow removal.

Yansheng Li, Fanyi Wei, Yongjun Zhang, Wei Chen, Jiayi Ma

Inf. Fusion, June, 2023

Loop Closure Detection With Bidirectional Manifold Representation Consensus.

Kaining Zhang, Zizhuo Li, Jiayi Ma

IEEE Trans. Intell. Transp. Syst., April, 2023

ZMFF: Zero-shot multi-focus image fusion.

Xingyu Hu, Junjun Jiang, Xianming Liu, Jiayi Ma

Inf. Fusion, April, 2023

D2Net: Deep Denoising Network in Frequency Domain for Hyperspectral Image.

Erting Pan, Yong Ma, Xiaoguang Mei, Jun Huang, Fan Fan, Jiayi Ma

IEEE CAA J. Autom. Sinica, March, 2023

Loop Closure Detection via Locality Preserving Matching With Global Consensus.

Jiayi Ma, Kaining Zhang, Junjun Jiang

IEEE CAA J. Autom. Sinica, February, 2023

Semantic-Supervised Infrared and Visible Image Fusion Via a Dual-Discriminator Generative Adversarial Network.

Huabing Zhou, Wei Wu, Yanduo Zhang, Jiayi Ma, Haibin Ling

IEEE Trans. Multim., 2023

ACE-MEF: Adaptive Clarity Evaluation-Guided Network With Illumination Correction for Multi-Exposure Image Fusion.

Kangle Wu, Jun Chen, Yang Yu, Jiayi Ma

IEEE Trans. Multim., 2023

DMEF: Multi-Exposure Image Fusion Based on a Novel Deep Decomposition Method.

Kangle Wu, Jun Chen, Jiayi Ma

IEEE Trans. Multim., 2023

Correspondence Attention Transformer: A Context-Sensitive Network for Two-View Correspondence Learning.

Jiayi Ma, Yang Wang, Aoxiang Fan, Guobao Xiao, Riqing Chen

IEEE Trans. Multim., 2023

Dif-Fusion: Toward High Color Fidelity in Infrared and Visible Image Fusion With Diffusion Models.

Jun Yue, Leyuan Fang, Shaobo Xia, Yue Deng, Jiayi Ma

IEEE Trans. Image Process., 2023

PGFNet: Preference-Guided Filtering Network for Two-View Correspondence Learning.

Xin Liu, Guobao Xiao, Riqing Chen, Jiayi Ma

IEEE Trans. Image Process., 2023

Density-Guided Incremental Dominant Instance Exploration for Two-View Geometric Model Fitting.

Zizhuo Li, Jiayi Ma, Guobao Xiao

IEEE Trans. Image Process., 2023

ReDFeat: Recoupling Detection and Description for Multimodal Feature Learning.

Yuxin Deng, Jiayi Ma

IEEE Trans. Image Process., 2023

Interpretable Poisson Optimization-Inspired Deep Network for Single-Photon Counting Image Denoising.

Xin Tian, Fang He, Rui Liu, Jiayi Ma

IEEE Trans. Instrum. Meas., 2023

Dual-Attention-Based Feature Aggregation Network for Infrared and Visible Image Fusion.

Zhimin Tang, Guobao Xiao, Junwen Guo, Shiping Wang, Jiayi Ma

IEEE Trans. Instrum. Meas., 2023

PG-Net: Progressive Guidance Network via Robust Contextual Embedding for Efficient Point Cloud Registration.

Jingtao Wang, Xin Liu, Luanyuan Dai, Jiayi Ma, Lifang Wei, Changcai Yang, Riqing Chen

IEEE Trans. Geosci. Remote. Sens., 2023

Dual Spatial-Spectral Pyramid Network With Transformer for Hyperspectral Image Fusion.

Yucheng Sun, Han Xu, Yong Ma, Minghui Wu, Xiaoguang Mei, Jun Huang, Jiayi Ma

IEEE Trans. Geosci. Remote. Sens., 2023

Progressive Hyperspectral Image Destriping With an Adaptive Frequencial Focus.

Erting Pan, Yong Ma, Xiaoguang Mei, Fan Fan, Jun Huang, Jiayi Ma

IEEE Trans. Geosci. Remote. Sens., 2023

SPGAN-DA: Semantic-Preserved Generative Adversarial Network for Domain Adaptive Remote Sensing Image Semantic Segmentation.

Yansheng Li, Te Shi, Yongjun Zhang, Jiayi Ma

IEEE Trans. Geosci. Remote. Sens., 2023

Coarse-to-Fine Cross-Domain Learning Fusion Network for Pansharpening.

Chengjie Ke, Wei Zhang, Zhongyuan Wang, Jiayi Ma, Xin Tian

IEEE Trans. Geosci. Remote. Sens., 2023

Learning for Feature Matching via Graph Context Attention.

Junwen Guo, Guobao Xiao, Zhimin Tang, Shunxing Chen, Shiping Wang, Jiayi Ma

IEEE Trans. Geosci. Remote. Sens., 2023

Multipatch Progressive Pansharpening With Knowledge Distillation.

Meiqi Gong, Hao Zhang, Han Xu, Xin Tian, Jiayi Ma

IEEE Trans. Geosci. Remote. Sens., 2023

JRA-Net: Joint representation attention network for correspondence learning.

Ziwei Shi, Guobao Xiao, Linxin Zheng, Jiayi Ma, Riqing Chen

Pattern Recognit., 2023

P2Sharpen: A progressive pansharpening network with deep spectral transformation.

Hao Zhang, Hebaixu Wang, Xin Tian, Jiayi Ma

Inf. Fusion, 2023

DIVFusion: Darkness-free infrared and visible image fusion.

Linfeng Tang, Xinyu Xiang, Hao Zhang, Meiqi Gong, Jiayi Ma

Inf. Fusion, 2023

Contrastive Learning for Blind Super-Resolution via A Distortion-Specific Network.

Xinya Wang, Jiayi Ma, Junjun Jiang

IEEE CAA J. Autom. Sinica, 2023

Hyperspectral Image Super-Resolution Meets Deep Learning: A Survey and Perspective.

Xinya Wang, Qian Hu, Yingsong Cheng, Jiayi Ma

IEEE CAA J. Autom. Sinica, 2023

Sparse Tensor Prior for Hyperspectral, Multispectral, and Panchromatic Image Fusion.

Xin Tian, Wei Zhang, Dian Yu, Jiayi Ma

IEEE CAA J. Autom. Sinica, 2023

Deep Learning-based Face Super-resolution: A Survey.

Junjun Jiang, Chenyang Wang, Xianming Liu, Jiayi Ma

ACM Comput. Surv., 2023

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

Hao Wang, Huabing Zhou, Yanduo Zhang, Tao Lu, Jiayi Ma

CoRR, 2023

ResMatch: Residual Attention Learning for Local Feature Matching.

Yuxin Deng, Jiayi Ma

CoRR, 2023

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

Zizhuo Li, Jiayi Ma

CoRR, 2023

Image Deblurring by Exploring In-depth Properties of Transformer.

Pengwei Liang, Junjun Jiang, Xianming Liu, Jiayi Ma

CoRR, 2023

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

Jun Yue, Leyuan Fang, Shaobo Xia, Yue Deng, Jiayi Ma

CoRR, 2023

Robust Model Reasoning and Fitting via Dual Sparsity Pursuit.

Xingyu Jiang, Jiayi Ma

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.

Zizhuo Li, Shihua Zhang, Jiayi Ma

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Diff-Retinex: Rethinking Low-light Image Enhancement with A Generative Diffusion Model.

Xunpeng Yi, Han Xu, Hao Zhang, Linfeng Tang, Jiayi Ma

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

LSTFE-Net: Long Short-Term Feature Enhancement Network for Video Small Object Detection.

Jinsheng Xiao, Yuanxu Wu, Yunhua Chen, Shurui Wang, Zhongyuan Wang, Jiayi Ma

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Sparsely Annotated Semantic Segmentation with Adaptive Gaussian Mixtures.

Linshan Wu, Zhun Zhong, Leyuan Fang, Xingxin He, Qiang Liu, Jiayi Ma, Hao Chen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Robust and Scalable Gaussian Process Regression and Its Applications.

Yifan Lu, Jiayi Ma, Leyuan Fang, Xin Tian, Junjun Jiang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Unsupervised Multi-Exposure Image Fusion Breaking Exposure Limits via Contrastive Learning.

Han Xu, Liang Haochen, Jiayi Ma

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Multilayer Spectral-Spatial Graphs for Label Noisy Robust Hyperspectral Image Classification.

Junjun Jiang, Jiayi Ma, Xianming Liu

IEEE Trans. Neural Networks Learn. Syst., 2022

Real-Time and Accurate UAV Pedestrian Detection for Social Distancing Monitoring in COVID-19 Pandemic.

Zhenfeng Shao, Gui Cheng, Jiayi Ma, Zhongyuan Wang, Jiaming Wang, Deren Li

IEEE Trans. Multim., 2022

DBDnet: A Deep Boosting Strategy for Image Denoising.

Jiayi Ma, Chengli Peng, Xin Tian, Junjun Jiang

IEEE Trans. Multim., 2022

Multi-Focus Image Fusion Based on Multi-Scale Gradients and Image Matting.

Jun Chen, Xuejiao Li, Linbo Luo, Jiayi Ma

IEEE Trans. Multim., 2022

Appearance-Based Loop Closure Detection via Locality-Driven Accurate Motion Field Learning.

Kaining Zhang, Xingyu Jiang, Jiayi Ma

IEEE Trans. Intell. Transp. Syst., 2022

Loop-Closure Detection Using Local Relative Orientation Matching.

Jiayi Ma, Xinyu Ye, Huabing Zhou, Xiaoguang Mei, Fan Fan

IEEE Trans. Intell. Transp. Syst., 2022

MSA-Net: Establishing Reliable Correspondences by Multiscale Attention Network.

Linxin Zheng, Guobao Xiao, Ziwei Shi, Shiping Wang, Jiayi Ma

IEEE Trans. Image Process., 2022

Locality-Guided Global-Preserving Optimization for Robust Feature Matching.

Yifan Xia, Jiayi Ma

IEEE Trans. Image Process., 2022

Multi-Task Interaction Learning for Spatiospectral Image Super-Resolution.

Qing Ma, Junjun Jiang, Xianming Liu, Jiayi Ma

IEEE Trans. Image Process., 2022

High-Quality Wheat Stalk Cross Section Micrograph Measurement via Semantic Segmentation Network.

Chengli Peng, Jiayi Ma

IEEE Trans. Instrum. Meas., 2022

Fast and Robust Loop-Closure Detection via Convolutional Auto-Encoder and Motion Consensus.

Jiayi Ma, Shenyue Wang, Kaining Zhang, Zheng He, Jun Huang, Xiaoguang Mei

IEEE Trans. Ind. Informatics, 2022

Learning Spatial-Parallax Prior Based on Array Thermal Camera for Infrared Image Enhancement.

Jiayi Ma, Wenjing Gao, Yong Ma, Jun Huang, Fan Fan

IEEE Trans. Ind. Informatics, 2022

Local Affine Preservation With Motion Consistency for Feature Matching of Remote Sensing Images.

Xinyu Ye, Jiayi Ma, Huilin Xiong

IEEE Trans. Geosci. Remote. Sens., 2022

Robust Feature Matching for Remote Sensing Image Registration via Guided Hyperplane Fitting.

Guobao Xiao, Huan Luo, Kun Zeng, Leyi Wei, Jiayi Ma

IEEE Trans. Geosci. Remote. Sens., 2022

Hyperspectral Image Super-Resolution via Recurrent Feedback Embedding and Spatial-Spectral Consistency Regularization.

Xinya Wang, Jiayi Ma, Junjun Jiang

IEEE Trans. Geosci. Remote. Sens., 2022

A Group-Based Embedding Learning and Integration Network for Hyperspectral Image Super-Resolution.

Xinya Wang, Qian Hu, Junjun Jiang, Jiayi Ma

IEEE Trans. Geosci. Remote. Sens., 2022

HyperFusion: A Computational Approach for Hyperspectral, Multispectral, and Panchromatic Image Fusion.

Xin Tian, Wei Zhang, Yuerong Chen, Zhongyuan Wang, Jiayi Ma

IEEE Trans. Geosci. Remote. Sens., 2022

VP-Net: An Interpretable Deep Network for Variational Pansharpening.

Xin Tian, Kun Li, Zhongyuan Wang, Jiayi Ma

IEEE Trans. Geosci. Remote. Sens., 2022

Variational Pansharpening by Exploiting Cartoon-Texture Similarities.

Xin Tian, Yuerong Chen, Changcai Yang, Jiayi Ma

IEEE Trans. Geosci. Remote. Sens., 2022

Cross Fusion Net: A Fast Semantic Segmentation Network for Small-Scale Semantic Information Capturing in Aerial Scenes.

Chengli Peng, Kaining Zhang, Yong Ma, Jiayi Ma

IEEE Trans. Geosci. Remote. Sens., 2022

SQAD: Spatial-Spectral Quasi-Attention Recurrent Network for Hyperspectral Image Denoising.

Erting Pan, Yong Ma, Xiaoguang Mei, Fan Fan, Jun Huang, Jiayi Ma

IEEE Trans. Geosci. Remote. Sens., 2022

TANet: An Unsupervised Two-Stream Autoencoder Network for Hyperspectral Unmixing.

Qiwen Jin, Yong Ma, Xiaoguang Mei, Jiayi Ma

IEEE Trans. Geosci. Remote. Sens., 2022

D2TNet: A ConvLSTM Network With Dual-Direction Transfer for Pan-Sharpening.

Meiqi Gong, Jiayi Ma, Han Xu, Xin Tian, Xiao-Ping Zhang

IEEE Trans. Geosci. Remote. Sens., 2022

Hyperspectral Anomaly Detection With Robust Graph Autoencoders.

Ganghui Fan, Yong Ma, Xiaoguang Mei, Fan Fan, Jun Huang, Jiayi Ma

IEEE Trans. Geosci. Remote. Sens., 2022

Attention-Guided Polarization Image Fusion Using Salient Information Distribution.

Han Xu, Yucheng Sun, Xiaoguang Mei, Xin Tian, Jiayi Ma

IEEE Trans. Computational Imaging, 2022

Group Shuffle and Spectral-Spatial Fusion for Hyperspectral Image Super-Resolution.

Xinya Wang, Yingsong Cheng, Xiaoguang Mei, Junjun Jiang, Jiayi Ma

IEEE Trans. Computational Imaging, 2022

Deep Unfolding Network for Spatiospectral Image Super-Resolution.

Qing Ma, Junjun Jiang, Xianming Liu, Jiayi Ma

IEEE Trans. Computational Imaging, 2022

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

Xi Gong, Feng Yao, Jiayi Ma, Junjun Jiang, Tao Lu, Yanduo Zhang, Huabing Zhou

Remote. Sens., 2022

Interpolation-based nonrigid deformation estimation under manifold regularization constraint.

Huabing Zhou, Zhichao Xu, Yulu Tian, Zhenghong Yu, Yanduo Zhang, Jiayi Ma

Pattern Recognit., 2022

Infrared and visible image fusion via parallel scene and texture learning.

Meilong Xu, Linfeng Tang, Hao Zhang, Jiayi Ma

Pattern Recognit., 2022

BSCA-Net: Bit Slicing Context Attention network for polyp segmentation.

Yi Lin, Jichun Wu, Guobao Xiao, Junwen Guo, Geng Chen, Jiayi Ma

Pattern Recognit., 2022

Guided neighborhood affine subspace embedding for feature matching.

Zizhuo Li, Yong Ma, Xiaoguang Mei, Jun Huang, Jiayi Ma

Pattern Recognit., 2022

Robust image matching via local graph structure consensus.

Xingyu Jiang, Yifan Xia, Xiao-Ping Zhang, Jiayi Ma

Pattern Recognit., 2022

CSDA-Net: Seeking reliable correspondences by channel-Spatial difference augment network.

Shunxing Chen, Linxin Zheng, Guobao Xiao, Zhen Zhong, Jiayi Ma

Pattern Recognit., 2022

A Progressive Fusion Generative Adversarial Network for Realistic and Consistent Video Super-Resolution.

Peng Yi, Zhongyuan Wang, Kui Jiang, Junjun Jiang, Tao Lu, Jiayi Ma

IEEE Trans. Pattern Anal. Mach. Intell., 2022

U2Fusion: A Unified Unsupervised Image Fusion Network.

Han Xu, Jiayi Ma, Junjun Jiang, Xiaojie Guo, Haibin Ling

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Efficient Deterministic Search With Robust Loss Functions for Geometric Model Fitting.

Aoxiang Fan, Jiayi Ma, Xingyu Jiang, Haibin Ling

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Dilated projection correction network based on autoencoder for hyperspectral image super-resolution.

Xinya Wang, Jiayi Ma, Junjun Jiang, Xiao-Ping Zhang

Neural Networks, 2022

Learning Two-View Correspondences and Geometry Using Neighbor-Aware Network.

Wei Zheng, Ziwei Shi, Guobao Xiao, Jiayi Ma

IEEE Geosci. Remote. Sens. Lett., 2022

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

Huabing Zhou, Jilei Hou, Yanduo Zhang, Jiayi Ma, Haibin Ling

Inf. Fusion, 2022

Learning an epipolar shift compensation for light field image super-resolution.

Xinya Wang, Jiayi Ma, Peng Yi, Xin Tian, Junjun Jiang, Xiao-Ping Zhang

Inf. Fusion, 2022

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

Xin Tian, Rui Liu, Zhongyuan Wang, Jiayi Ma

Inf. Fusion, 2022

PIAFusion: A progressive infrared and visible image fusion network based on illumination aware.

Linfeng Tang, Jiteng Yuan, Hao Zhang, Xingyu Jiang, Jiayi Ma

Inf. Fusion, 2022

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

Linfeng Tang, Jiteng Yuan, Jiayi Ma

Inf. Fusion, 2022

UIFGAN: An unsupervised continual-learning generative adversarial network for unified image fusion.

Zhuliang Le, Jun Huang, Han Xu, Fan Fan, Yong Ma, Xiaoguang Mei, Jiayi Ma

Inf. Fusion, 2022

Multi-exposure image fusion via deep perceptual enhancement.

Dong Han, Liang Li, Xiaojie Guo, Jiayi Ma

Inf. Fusion, 2022

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

Xiaojie Guo, Yang Yang, Chaoyue Wang, Jiayi Ma

Inf. Fusion, 2022

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

Guorong Lin, Xin Liu, Fangfang Lin, Guobao Xiao, Jiayi Ma

Neurocomputing, 2022

Feature Matching via Motion-Consistency Driven Probabilistic Graphical Model.

Jiayi Ma, Aoxiang Fan, Xingyu Jiang, Guobao Xiao

Int. J. Comput. Vis., 2022

Loop Closure Detection With Reweighting NetVLAD and Local Motion and Structure Consensus.

Kaining Zhang, Jiayi Ma, Junjun Jiang

IEEE CAA J. Autom. Sinica, 2022

SuperFusion: A Versatile Image Registration and Fusion Network with Semantic Awareness.

Linfeng Tang, Yuxin Deng, Yong Ma, Jun Huang, Jiayi Ma

IEEE CAA J. Autom. Sinica, 2022

Domain Adaptive Semantic Segmentation via Entropy-Ranking and Uncertain Learning-Based Self-Training.

Chengli Peng, Jiayi Ma

IEEE CAA J. Autom. Sinica, 2022

SwinFusion: Cross-domain Long-range Learning for General Image Fusion via Swin Transformer.

Jiayi Ma, Linfeng Tang, Fan Fan, Jun Huang, Xiaoguang Mei, Yong Ma

IEEE CAA J. Autom. Sinica, 2022

BaMBNet: A Blur-Aware Multi-Branch Network for Dual-Pixel Defocus Deblurring.

Pengwei Liang, Junjun Jiang, Xianming Liu, Jiayi Ma

IEEE CAA J. Autom. Sinica, 2022

CUFD: An encoder-decoder network for visible and infrared image fusion based on common and unique feature decomposition.

Han Xu, Meiqi Gong, Xin Tian, Jun Huang, Jiayi Ma

Comput. Vis. Image Underst., 2022

Fusion from Decomposition: A Self-Supervised Decomposition Approach for Image Fusion.

Pengwei Liang, Junjun Jiang, Xianming Liu, Jiayi Ma

Proceedings of the Computer Vision - ECCV 2022, 2022

Hierarchical Memory Learning for Fine-Grained Scene Graph Generation.

Youming Deng, Yansheng Li, Yongjun Zhang, Xiang Xiang, Jian Wang, Jingdong Chen, Jiayi Ma

Proceedings of the Computer Vision - ECCV 2022, 2022

RFNet: Unsupervised Network for Mutually Reinforcing Multi-modal Image Registration and Fusion.

Han Xu, Jiayi Ma, Jiteng Yuan, Zhuliang Le, Wei Liu

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.

Junjun Jiang, Chenyang Wang, Xianming Liu, Kui Jiang, Jiayi Ma

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.

Aoxiang Fan, Jiayi Ma, Xin Tian, Xiaoguang Mei, Wei Lin

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

MS2DG-Net: Progressive Correspondence Learning via Multiple Sparse Semantics Dynamic Graph.

Luanyuan Dai, Yizhang Liu, Jiayi Ma, Lifang Wei, Taotao Lai, Changcai Yang, Riqing Chen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Correlation Discrepancy Insight Network for Video Re-identification.

Weijian Ruan, Chao Liang, Yi Yu, Zheng Wang, Wu Liu, Jun Chen, Jiayi Ma

ACM Trans. Multim. Comput. Commun. Appl., 2021

DRF: Disentangled Representation for Visible and Infrared Image Fusion.

Han Xu, Xinya Wang, Jiayi Ma

IEEE Trans. Instrum. Meas., 2021

GANMcC: A Generative Adversarial Network With Multiclassification Constraints for Infrared and Visible Image Fusion.

Jiayi Ma, Hao Zhang, Zhenfeng Shao, Pengwei Liang, Han Xu

IEEE Trans. Instrum. Meas., 2021

STDFusionNet: An Infrared and Visible Image Fusion Network Based on Salient Target Detection.

Jiayi Ma, Linfeng Tang, Meilong Xu, Hao Zhang, Guobao Xiao

IEEE Trans. Instrum. Meas., 2021

Robust ENF Estimation Based on Harmonic Enhancement and Maximum Weight Clique.

Guang Hua, Han Liao, Haijian Zhang, Dengpan Ye, Jiayi Ma

IEEE Trans. Inf. Forensics Secur., 2021

SDPNet: A Deep Network for Pan-Sharpening With Enhanced Information Representation.

Han Xu, Jiayi Ma, Zhenfeng Shao, Hao Zhang, Junjun Jiang, Xiaojie Guo

IEEE Trans. Geosci. Remote. Sens., 2021

FusionNDVI: A Computational Fusion Approach for High-Resolution Normalized Difference Vegetation Index.

Xin Tian, Mengliang Zhang, Changcai Yang, Jiayi Ma

IEEE Trans. Geosci. Remote. Sens., 2021

Robust Feature Matching for Remote Sensing Image Registration via Linear Adaptive Filtering.

Xingyu Jiang, Jiayi Ma, Aoxiang Fan, Haiping Xu, Geng Lin, Tao Lu, Xin Tian

IEEE Trans. Geosci. Remote. Sens., 2021

GAN-FM: Infrared and Visible Image Fusion Using GAN With Full-Scale Skip Connection and Dual Markovian Discriminators.

Hao Zhang, Jiteng Yuan, Xin Tian, Jiayi Ma

IEEE Trans. Computational Imaging, 2021

Classification Saliency-Based Rule for Visible and Infrared Image Fusion.

Han Xu, Hao Zhang, Jiayi Ma

IEEE Trans. Computational Imaging, 2021

SMFuse: Multi-Focus Image Fusion Via Self-Supervised Mask-Optimization.

Jiayi Ma, Zhuliang Le, Xin Tian, Junjun Jiang

IEEE Trans. Computational Imaging, 2021

DE-CycleGAN: An Object Enhancement Network for Weak Vehicle Detection in Satellite Images.

Peng Gao, Tian Tian, Linfeng Li, Jiayi Ma, Jinwen Tian

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

A Spatial-Spectral Feature Descriptor for Hyperspectral Image Matching.

Yang Yu, Yong Ma, Xiaoguang Mei, Fan Fan, Jun Huang, Jiayi Ma

Remote. Sens., 2021

A Cross-Direction and Progressive Network for Pan-Sharpening.

Han Xu, Zhuliang Le, Jun Huang, Jiayi Ma

Remote. Sens., 2021

Mining consistent correspondences using co-occurrence statistics.

Guobao Xiao, Shiping Wang, Han Wang, Jiayi Ma

Pattern Recognit., 2021

Ranking list preservation for feature matching.

Junjun Jiang, Qing Ma, Xingyu Jiang, Jiayi Ma

Pattern Recognit., 2021

Enhanced image prior for unsupervised remoting sensing super-resolution.

Jiaming Wang, Zhenfeng Shao, Xiao Huang, Tao Lu, Ruiqian Zhang, Jiayi Ma

Neural Networks, 2021

Bilateral attention decoder: A lightweight decoder for real-time semantic segmentation.

Chengli Peng, Tian Tian, Chen Chen, Xiaojie Guo, Jiayi Ma

Neural Networks, 2021

Hyperspectral Anomaly Detection via Integration of Feature Extraction and Background Purification.

Yong Ma, Ganghui Fan, Qiwen Jin, Jun Huang, Xiaoguang Mei, Jiayi Ma

IEEE Geosci. Remote. Sens. Lett., 2021

MPIN: a macro-pixel integration network for light field super-resolution.

Xinya Wang, Jiayi Ma, Wenjing Gao, Junjun Jiang

Frontiers Inf. Technol. Electron. Eng., 2021

Locality-constrained sparse representation for hyperspectral image classification.

Yuanshu Zhang, Yong Ma, Xiaobing Dai, Hao Li, Xiaoguang Mei, Jiayi Ma

Inf. Sci., 2021

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

Hao Zhang, Zhuliang Le, Zhenfeng Shao, Han Xu, Jiayi Ma

Inf. Fusion, 2021

EMFusion: An unsupervised enhanced medical image fusion network.

Han Xu, Jiayi Ma

Inf. Fusion, 2021

Image retrieval from remote sensing big data: A survey.

Yansheng Li, Jiayi Ma, Yongjun Zhang

Inf. Fusion, 2021

A review of multimodal image matching: Methods and applications.

Xingyu Jiang, Jiayi Ma, Guobao Xiao, Zhenfeng Shao, Xiaojie Guo

Inf. Fusion, 2021

Image fusion meets deep learning: A survey and perspective.

Hao Zhang, Han Xu, Xin Tian, Junjun Jiang, Jiayi Ma

Inf. Fusion, 2021

SDNet: A Versatile Squeeze-and-Decomposition Network for Real-Time Image Fusion.

Hao Zhang, Jiayi Ma

Int. J. Comput. Vis., 2021

Beyond Brightening Low-light Images.

Yonghua Zhang, Xiaojie Guo, Jiayi Ma, Wei Liu, Jiawan Zhang

Int. J. Comput. Vis., 2021

Segmentation by Continuous Latent Semantic Analysis for Multi-structure Model Fitting.

Guobao Xiao, Hanzi Wang, Jiayi Ma, David Suter

Int. J. Comput. Vis., 2021

Image Matching from Handcrafted to Deep Features: A Survey.

Jiayi Ma, Xingyu Jiang, Aoxiang Fan, Junjun Jiang, Junchi Yan

Int. J. Comput. Vis., 2021

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

Jilei Hou, Dazhi Zhang, Wei Wu, Jiayi Ma, Huabing Zhou

Entropy, 2021

A Foreground-Aware Framework for Local Face Attribute Transfer.

Yuanbin Fu, Jiayi Ma, Xiaojie Guo

Entropy, 2021

Unsupervised Exemplar-Domain Aware Image-to-Image Translation.

Yuanbin Fu, Jiayi Ma, Xiaojie Guo

Entropy, 2021

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

Gang Wu, Junjun Jiang, Xianming Liu, Jiayi Ma

CoRR, 2021

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

Yuanzhi Wang, Tao Lu, Yanduo Zhang, Junjun Jiang, Jiaming Wang, Zhongyuan Wang, Jiayi Ma

CoRR, 2021

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

Junjun Jiang, Chenyang Wang, Kui Jiang, Xianming Liu, Jiayi Ma

CoRR, 2021

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

Pengwei Liang, Junjun Jiang, Xianming Liu, Jiayi Ma

CoRR, 2021

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

Yuanbin Fu, Xiaojie Guo, Qiming Hu, Di Lin, Jiayi Ma, Haibin Ling

CoRR, 2021

Motion Field Consensus with Locality Preservation: A Geometric Confirmation Strategy for Loop Closure Detection.

Kaining Zhang, Xingyu Jiang, Xiaoguang Mei, Huabing Zhou, Jiayi Ma

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Appearance-based Loop Closure Detection via Bidirectional Manifold Representation Consensus.

Kaining Zhang, Zizhuo Li, Jiayi Ma

Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Visual Place Recognition via Local Affine Preserving Matching.

Xinyu Ye, Jiayi Ma

Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Variation-Net: Interpretable Variation-Inspired Deep Network for Pansharpening.

Kun Li, Wei Zhang, Xin Tian, Jiayi Ma, Huabing Zhou, Zhongyuan Wang

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Zero-Shot Multi-Focus Image Fusion.

Xingyu Hu, Junjun Jiang, Xianming Liu, Jiayi Ma

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Pan-Sharpening Via High-Pass Modification Convolutional Neural Network.

Jiaming Wang, Zhenfeng Shao, Xiao Huang, Tao Lu, Ruiqian Zhang, Jiayi Ma

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

T-Net: Effective Permutation-Equivariant Network for Two-View Correspondence Learning.

Zhen Zhong, Guobao Xiao, Linxin Zheng, Yan Lu, Jiayi Ma

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Uniformity in Heterogeneity: Diving Deep into Count Interval Partition for Crowd Counting.

Changan Wang, Qingyu Song, Boshen Zhang, Yabiao Wang, Ying Tai, Xuyi Hu, Chengjie Wang, Jilin Li, Jiayi Ma, Yang Wu

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Omniscient Video Super-Resolution.

Peng Yi, Zhongyuan Wang, Kui Jiang, Junjun Jiang, Tao Lu, Xin Tian, Jiayi Ma

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Unsupervised Stacked Capsule Autoencoder for Hyperspectral Image Classification.

Erting Pan, Yong Ma, Xiaoguang Mei, Fan Fan, Jiayi Ma

Proceedings of the IEEE International Conference on Acoustics, 2021

UTDN: An Unsupervised Two-Stream Dirichlet-Net for Hyperspectral Unmixing.

Qiwen Jin, Yong Ma, Xiaoguang Mei, Hao Li, Jiayi Ma

Proceedings of the IEEE International Conference on Acoustics, 2021

Robust Graph Autoencoder for Hyperspectral Anomaly Detection.

Ganghui Fan, Yong Ma, Jun Huang, Xiaoguang Mei, Jiayi Ma

Proceedings of the IEEE International Conference on Acoustics, 2021

To Choose or to Fuse? Scale Selection for Crowd Counting.

Qingyu Song, Changan Wang, Yabiao Wang, Ying Tai, Chengjie Wang, Jilin Li, Jian Wu, Jiayi Ma

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Cross-Weather Image Alignment via Latent Generative Model With Intensity Consistency.

Huabing Zhou, Jiayi Ma, Chiu C. Tan, Yanduo Zhang, Haibin Ling

IEEE Trans. Image Process., 2020

MEF-GAN: Multi-Exposure Image Fusion via Generative Adversarial Networks.

Han Xu, Jiayi Ma, Xiao-Ping (Steven) Zhang

IEEE Trans. Image Process., 2020

Deterministic Model Fitting by Local-Neighbor Preservation and Global-Residual Optimization.

Guobao Xiao, Jiayi Ma, Shiping Wang, Changwen Chen

IEEE Trans. Image Process., 2020

DDcGAN: A Dual-Discriminator Conditional Generative Adversarial Network for Multi-Resolution Image Fusion.

Jiayi Ma, Han Xu, Junjun Jiang, Xiaoguang Mei, Xiao-Ping (Steven) Zhang

IEEE Trans. Image Process., 2020

Robust Feature Matching Using Spatial Clustering With Heavy Outliers.

Xingyu Jiang, Jiayi Ma, Junjun Jiang, Xiaojie Guo

IEEE Trans. Image Process., 2020

SCSCN: A Separated Channel-Spatial Convolution Net With Attention for Single-View Reconstruction.

Jiayi Ma, Hao Zhang, Peng Yi, Zhongyuan Wang

IEEE Trans. Ind. Electron., 2020

Image Superresolution via Dense Discriminative Network.

Jiayi Ma, Xinya Wang, Junjun Jiang

IEEE Trans. Ind. Electron., 2020

Ensemble Super-Resolution With a Reference Dataset.

Junjun Jiang, Yi Yu, Zheng Wang, Suhua Tang, Ruimin Hu, Jiayi Ma

IEEE Trans. Cybern., 2020

Context-Patch Face Hallucination Based on Thresholding Locality-Constrained Representation and Reproducing Learning.

Junjun Jiang, Yi Yu, Suhua Tang, Jiayi Ma, Akiko Aizawa, Kiyoharu Aizawa

IEEE Trans. Cybern., 2020

Multi-Temporal Ultra Dense Memory Network for Video Super-Resolution.

Peng Yi, Zhongyuan Wang, Kui Jiang, Zhenfeng Shao, Jiayi Ma

IEEE Trans. Circuits Syst. Video Technol., 2020

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

Junjun Jiang, He Sun, Xianming Liu, Jiayi Ma

IEEE Trans. Computational Imaging, 2020

A Variational Pansharpening Method Based on Gradient Sparse Representation.

Xin Tian, Yuerong Chen, Changcai Yang, Xun Gao, Jiayi Ma

IEEE Signal Process. Lett., 2020

Semantic segmentation using stride spatial pyramid pooling and dual attention decoder.

Chengli Peng, Jiayi Ma

Pattern Recognit., 2020

Minimal Case Relative Pose Computation Using Ray-Point-Ray Features.

Ji Zhao, Laurent Kneip, Yijia He, Jiayi Ma

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Mutually Guided Image Filtering.

Xiaojie Guo, Yu Li, Jiayi Ma, Haibin Ling

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Sparse unmixing of hyperspectral data with bandwise model.

Chang Li, Yu Liu, Juan Cheng, Rencheng Song, Jiayi Ma, Chenhong Sui, Xun Chen

Inf. Sci., 2020

Infrared and visible image fusion based on target-enhanced multiscale transform decomposition.

Jun Chen, Xuejiao Li, Linbo Luo, Xiaoguang Mei, Jiayi Ma

Inf. Sci., 2020

Pan-GAN: An unsupervised pan-sharpening method for remote sensing image fusion.

Jiayi Ma, Wei Yu, Chen Chen, Pengwei Liang, Xiaojie Guo, Junjun Jiang

Inf. Fusion, 2020

Infrared and visible image fusion via detail preserving adversarial learning.

Jiayi Ma, Pengwei Liang, Wei Yu, Chen Chen, Xiaojie Guo, Jia Wu, Junjun Jiang

Inf. Fusion, 2020

Learning to find reliable correspondences with local neighborhood consensus.

Yang Wang, Xiaoguang Mei, Yong Ma, Jun Huang, Fan Fan, Jiayi Ma

Neurocomputing, 2020

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

Erting Pan, Xiaoguang Mei, Quande Wang, Yong Ma, Jiayi Ma

Neurocomputing, 2020

Infrared and visible image fusion via gradientlet filter.

Jiayi Ma, Yi Zhou

Comput. Vis. Image Underst., 2020

A Generative Adversarial Network For Medical Image Fusion.

Zhuliang Le, Jun Huang, Fan Fan, Xin Tian, Jiayi Ma

Proceedings of the IEEE International Conference on Image Processing, 2020

Geometric Estimation via Robust Subspace Recovery.

Aoxiang Fan, Xingyu Jiang, Yang Wang, Junjun Jiang, Jiayi Ma

Proceedings of the Computer Vision - ECCV 2020, 2020

Multi-Scale Progressive Fusion Network for Single Image Deraining.

Kui Jiang, Zhongyuan Wang, Peng Yi, Chen Chen, Baojin Huang, Yimin Luo, Jiayi Ma, Junjun Jiang

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.

Yuan Gao, Haoping Bai, Zequn Jie, Jiayi Ma, Kui Jia, Wei Liu

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.

Hao Zhang, Han Xu, Yang Xiao, Xiaojie Guo, Jiayi Ma

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

FusionDN: A Unified Densely Connected Network for Image Fusion.

Han Xu, Jiayi Ma, Zhuliang Le, Junjun Jiang, Xiaojie Guo

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Nonrigid Point Set Registration With Robust Transformation Learning Under Manifold Regularization.

Jiayi Ma, Jia Wu, Ji Zhao, Junjun Jiang, Huabing Zhou, Quan Z. Sheng

IEEE Trans. Neural Networks Learn. Syst., 2019

Multi-Memory Convolutional Neural Network for Video Super-Resolution.

Zhongyuan Wang, Peng Yi, Kui Jiang, Junjun Jiang, Zhen Han, Tao Lu, Jiayi Ma

IEEE Trans. Image Process., 2019

LMR: Learning a Two-Class Classifier for Mismatch Removal.

Jiayi Ma, Xingyu Jiang, Junjun Jiang, Ji Zhao, Xiaojie Guo

IEEE Trans. Image Process., 2019

Graph-Regularized Locality-Constrained Joint Dictionary and Residual Learning for Face Sketch Synthesis.

Junjun Jiang, Yi Yu, Zheng Wang, Xianming Liu, Jiayi Ma

IEEE Trans. Image Process., 2019

Multiscale Locality and Rank Preservation for Robust Feature Matching of Remote Sensing Images.

Xingyu Jiang, Junjun Jiang, Aoxiang Fan, Zhongyuan Wang, Jiayi Ma

IEEE Trans. Geosci. Remote. Sens., 2019

Hyperspectral Image Classification in the Presence of Noisy Labels.

Junjun Jiang, Jiayi Ma, Zheng Wang, Chen Chen, Xianming Liu

IEEE Trans. Geosci. Remote. Sens., 2019

Multifeature-Based Discriminative Label Consistent K-SVD for Hyperspectral Image Classification.

Yong Ma, Yuanshu Zhang, Xiaoguang Mei, Xiaobing Dai, Jiayi Ma

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Gaussian field estimator with manifold regularization for retinal image registration.

Jiahao Wang, Jun Chen, Huihui Xu, Shuaibin Zhang, Xiaoguang Mei, Jun Huang, Jiayi Ma

Signal Process., 2019

Spectral-Spatial Attention Networks for Hyperspectral Image Classification.

Xiaoguang Mei, Erting Pan, Yong Ma, Xiaobing Dai, Jun Huang, Fan Fan, Qinglei Du, Hong Zheng, Jiayi Ma

Remote. Sens., 2019

Feature-guided Gaussian mixture model for image matching.

Jiayi Ma, Xingyu Jiang, Junjun Jiang, Yuan Gao

Pattern Recognit., 2019

Deep transfer learning for military object recognition under small training set condition.

Zhi Yang, Wei Yu, Pengwei Liang, Hanqi Guo, Likun Xia, Feng Zhang, Yong Ma, Jiayi Ma

Neural Comput. Appl., 2019

A non-parametric depth modification model for registration between color and depth images.

Li Peng, Yanduo Zhang, Huabing Zhou, Junjun Jiang, Jiayi Ma

Multidimens. Syst. Signal Process., 2019

Face hallucination through differential evolution parameter map learning with facial structure prior.

Junjun Jiang, Jiayi Ma, Suhua Tang, Yi Yu, Kiyoharu Aizawa

Inf. Sci., 2019

FusionGAN: A generative adversarial network for infrared and visible image fusion.

Jiayi Ma, Wei Yu, Pengwei Liang, Chang Li, Junjun Jiang

Inf. Fusion, 2019

Infrared and visible image fusion methods and applications: A survey.

Jiayi Ma, Yong Ma, Chang Li

Inf. Fusion, 2019

Locality Preserving Matching.

Jiayi Ma, Ji Zhao, Junjun Jiang, Huabing Zhou, Xiaojie Guo

Int. J. Comput. Vis., 2019

LaFIn: Generative Landmark Guided Face Inpainting.

Yang Yang, Xiaojie Guo, Jiayi Ma, Lin Ma, Haibin Ling

CoRR, 2019

EDIT: Exemplar-Domain Aware Image-to-Image Translation.

Yuanbin Fu, Jiayi Ma, Lin Ma, Xiaojie Guo

CoRR, 2019

PFLD: A Practical Facial Landmark Detector.

Xiaojie Guo, Siyuan Li, Jiawan Zhang, Jiayi Ma, Lin Ma, Wei Liu, Haibin Ling

CoRR, 2019

Line-Based Stereo SLAM by Junction Matching and Vanishing Point Alignment.

Jiayi Ma, Xinya Wang, Yijia He, Xiaoguang Mei, Ji Zhao

IEEE Access, 2019

Learning a Generative Model for Fusing Infrared and Visible Images via Conditional Generative Adversarial Network with Dual Discriminators.

Han Xu, Pengwei Liang, Wei Yu, Junjun Jiang, Jiayi Ma

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Spectral-Spatial Classification of Hyperspectral Image based on a Joint Attention Network.

Erting Pan, Yong Ma, Xiaoguang Mei, Xiaobing Dai, Fan Fan, Xin Tian, Jiayi Ma

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

GRU with Spatial Prior for Hyperspectral Image Classification.

Erting Pan, Yong Ma, Xiaobing Dai, Fan Fan, Jun Huang, Xiaoguang Mei, Jiayi Ma

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

AIM 2019 Challenge on Image Extreme Super-Resolution: Methods and Results.

Shuhang Gu, Hanwen Liu, Dan Zhu, Tangxin Xie, Xin Yang, Chen Zhu, Jia Yu, Wenyu Sun, Xin Tao, Zijun Deng, Liying Lu, Martin Danelljan, Wenbo Li, Taian Guo, Xiaoyong Shen, Xuemiao Xu, Yu-Wing Tai, Jiaya Jia, Peng Yi, Zhongyuan Wang, Kui Jiang, Junjun Jiang, Radu Timofte, Jiayi Ma, Zhi-Song Liu, Li-Wen Wang, Chu-Tak Li, Wan-Chi Siu, Yui-Lam Chan, Ruofan Zhou, Majed El Helou, Kuldeep Purohit, Praveen Kandula, Muhammad Haris, Maitreya Suin, A. N. Rajagopalan, Kazutoshi Akita, Greg Shakhnarovich, Norimichi Ukita, Pablo Navarrete Michelini, Wenbin Chen

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

AIM 2019 Challenge on Video Extreme Super-Resolution: Methods and Results.

Dario Fuoli, Xiaoyong Shen, Shutao Xia, Yurong Dai, Jiaya Jia, Peng Yi, Zhongyuan Wang, Kui Jiang, Junjun Jiang, Jiayi Ma, Zhiwei Zhong, Shuhang Gu, Chenyang Wang, Junjun Jiang, Xianming Liu, Radu Timofte, Xin Tao, Wenbo Li, Taian Guo, Zijun Deng, Liying Lu, Tao Dai

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.

Peng Yi, Zhongyuan Wang, Kui Jiang, Junjun Jiang, Jiayi Ma

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Image Super-resolution via Deep Aggregation Network.

Xinya Wang, Jiayi Ma, Junjun Jiang

Proceedings of the IEEE International Conference on Acoustics, 2019

Progressive Filtering for Feature Matching.

Xingyu Jiang, Jiayi Ma, Jun Chen

Proceedings of the IEEE International Conference on Acoustics, 2019

NTIRE 2019 Challenge on Video Super-Resolution: Methods and Results.

Seungjun Nah, Radu Timofte, Shuhang Gu, Sungyong Baik, Seokil Hong, Gyeongsik Moon, Sanghyun Son, Kyoung Mu Lee, Xintao Wang, Kelvin C. K. Chan, Ke Yu, Chao Dong, Chen Change Loy, Yuchen Fan, Jiahui Yu, Ding Liu, Thomas S. Huang, Xiao Liu, Chao Li, Dongliang He, Yukang Ding, Shilei Wen, Fatih Porikli, Ratheesh Kalarot, Muhammad Haris, Greg Shakhnarovich, Norimichi Ukita, Peng Yi, Zhongyuan Wang, Kui Jiang, Junjun Jiang, Jiayi Ma, Hang Dong, Xinyi Zhang, Zhe Hu, Kwan-Young Kim, Dong Un Kang, Se Young Chun, Kuldeep Purohit, A. N. Rajagopalan, Yapeng Tian, Yulun Zhang, Yun Fu, Chenliang Xu, Ahmet Murat Tekalp, Mustafa Akin Yilmaz, Cansu Korkmaz, Manoj Sharma, Megh Makwana, Anuj Badhwar, Ajay Pratap Singh, Avinash Upadhyay, Rudrabha Mukhopadhyay, Ankit Shukla, Dheeraj Khanna, A. S. Mandal, Santanu Chaudhury, Si Miao, Yongxin Zhu, Xiao Huo

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.

Yuan Gao, Jiayi Ma, Mingbo Zhao, Wei Liu, Alan L. Yuille

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Guided Locality Preserving Feature Matching for Remote Sensing Image Registration.

Jiayi Ma, Junjun Jiang, Huabing Zhou, Ji Zhao, Xiaojie Guo

IEEE Trans. Geosci. Remote. Sens., 2018

Large-Scale Remote Sensing Image Retrieval by Deep Hashing Neural Networks.

Yansheng Li, Yongjun Zhang, Xin Huang, Hu Zhu, Jiayi Ma

IEEE Trans. Geosci. Remote. Sens., 2018

Learning Source-Invariant Deep Hashing Convolutional Neural Networks for Cross-Source Remote Sensing Image Retrieval.

Yansheng Li, Yongjun Zhang, Xin Huang, Jiayi Ma

IEEE Trans. Geosci. Remote. Sens., 2018

SuperPCA: A Superpixelwise PCA Approach for Unsupervised Feature Extraction of Hyperspectral Imagery.

Junjun Jiang, Jiayi Ma, Chen Chen, Zhongyuan Wang, Zhihua Cai, Lizhe Wang

IEEE Trans. Geosci. Remote. Sens., 2018

Spatial-Spectral Total Variation Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Denoising.

Haiyan Fan, Chang Li, Yulan Guo, Gangyao Kuang, Jiayi Ma

IEEE Trans. Geosci. Remote. Sens., 2018

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

Tian Tian, Chang Li, Jinkang Xu, Jiayi Ma

Sensors, 2018

Hyperspectral Image Classification With Discriminative Kernel Collaborative Representation and Tikhonov Regularization.

Yong Ma, Chang Li, Hao Li, Xiaoguang Mei, Jiayi Ma

IEEE Geosci. Remote. Sens. Lett., 2018

Robust feature matching via Gaussian field criterion for remote sensing image registration.

Qing Ma, Xu Du, Jiahao Wang, Yong Ma, Jiayi Ma

J. Real Time Image Process., 2018

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

Xiaoguang Mei, Yong Ma, Chang Li, Fan Fan, Jun Huang, Jiayi Ma

Neurocomputing, 2018

Rectangular-Normalized Superpixel Entropy Index for Image Quality Assessment.

Tao Lu, Jiaming Wang, Huabing Zhou, Junjun Jiang, Jiayi Ma, Zhongyuan Wang

Entropy, 2018

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

Yuan Gao, Qi She, Jiayi Ma, Mingbo Zhao, Wei Liu, Alan L. Yuille

CoRR, 2018

Image Deformation With Vector-Field Interpolation Based on MRLS-TPS.

Huabing Zhou, Yuyu Kuang, Zhenghong Yu, Shiqiang Ren, Yanduo Zhang, Tao Lu, Jiayi Ma

IEEE Access, 2018

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

Zhe Liu, Yong Ma, Fan Fan, Jiayi Ma

IEEE Access, 2018

Deep CNN Denoiser and Multi-layer Neighbor Component Embedding for Face Hallucination.

Junjun Jiang, Yi Yu, Jinhui Hu, Suhua Tang, Jiayi Ma

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Visual Homing via Guided Locality Preserving Matching.

Jiayi Ma, Ji Zhao, Junjun Jiang, Huabing Zhou, Yu Zhou, Zheng Wang, Xiaojie Guo

Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Feature Matching Based on Top K Rank Similarity.

Junjun Jiang, Qing Ma, Tao Lu, Zhongyuan Wang, Jiayi Ma

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Residual Learning for Face Sketch Synthesis.

Junjun Jiang, Yi Yu, Zheng Wang, Jiayi Ma

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Single Image Super-Resolution via Locally Regularized Anchored Neighborhood Regression and Nonlocal Means.

Junjun Jiang, Xiang Ma, Chen Chen, Tao Lu, Zhongyuan Wang, Jiayi Ma

IEEE Trans. Multim., 2017

SRLSP: A Face Image Super-Resolution Algorithm Using Smooth Regression With Local Structure Prior.

Junjun Jiang, Chen Chen, Jiayi Ma, Zheng Wang, Zhongyuan Wang, Ruimin Hu

IEEE Trans. Multim., 2017

Semi-Supervised Sparse Representation Based Classification for Face Recognition With Insufficient Labeled Samples.

Yuan Gao, Jiayi Ma, Alan L. Yuille

IEEE Trans. Image Process., 2017

Robust Sparse Hyperspectral Unmixing With ell_{2, 1} Norm.

Yong Ma, Chang Li, Xiaoguang Mei, Chengyin Liu, Jiayi Ma

IEEE Trans. Geosci. Remote. Sens., 2017

Noise Robust Face Image Super-Resolution Through Smooth Sparse Representation.

Junjun Jiang, Jiayi Ma, Chen Chen, Xinwei Jiang, Zheng Wang

IEEE Trans. Cybern., 2017

Sparse Unmixing of Hyperspectral Data with Noise Level Estimation.

Chang Li, Yong Ma, Xiaoguang Mei, Fan Fan, Jun Huang, Jiayi Ma

Remote. Sens., 2017

Spatial-Aware Collaborative Representation for Hyperspectral Remote Sensing Image Classification.

Junjun Jiang, Chen Chen, Yi Yu, Xinwei Jiang, Jiayi Ma

IEEE Geosci. Remote. Sens. Lett., 2017

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

Jiayi Ma, Junjun Jiang, Chengyin Liu, Yansheng Li

Inf. Sci., 2017

Hyperspectral image denoising with superpixel segmentation and low-rank representation.

Fan Fan, Yong Ma, Chang Li, Xiaoguang Mei, Jun Huang, Jiayi Ma

Inf. Sci., 2017

Robust Topological Navigation via Convolutional Neural Network Feature and Sharpness Measure.

Jiayi Ma, Ji Zhao

IEEE Access, 2017

Robust Image Feature Matching via Progressive Sparse Spatial Consensus.

Yong Ma, Jiahao Wang, Huihui Xu, Shuaibin Zhang, Xiaoguang Mei, Jiayi Ma

IEEE Access, 2017

Statistical Inference of Gaussian-Laplace Distribution for Person Verification.

Zheng Wang, Ruimin Hu, Yi Yu, Junjun Jiang, Jiayi Ma, Shin'ichi Satoh

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Mutually Guided Image Filtering.

Xiaojie Guo, Yu Li, Jiayi Ma

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Visual homing by robust interpolation for sparse motion flow.

Ji Zhao, Jiayi Ma

Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Locality Preserving Matching.

Jiayi Ma, Ji Zhao, Hanqi Guo, Junjun Jiang, Huabing Zhou, Yuan Gao

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.

Huabing Zhou, Jiayi Ma, Yanduo Zhang, Zhenghong Yu, Shiqiang Ren, Deng Chen

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

A unified model for improving depth accuracy in kinect sensor.

Li Peng, Yanduo Zhang, Huabing Zhou, Deng Chen, Zhenghong Yu, Junjun Jiang, Jiayi Ma

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.

Junjun Jiang, Yi Yu, Suhua Tang, Jiayi Ma, Guo-Jun Qi, Akiko Aizawa

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Non-rigid image deformation algorithm based on MRLS-TPS.

Huabing Zhou, Yuyu Kuang, Zhenghong Yu, Shiqiang Ren, Anna Dai, Yanduo Zhang, Tao Lu, Jiayi Ma

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Non-Rigid Point Set Registration with Robust Transformation Estimation under Manifold Regularization.

Jiayi Ma, Ji Zhao, Junjun Jiang, Huabing Zhou

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Non-Rigid Point Set Registration by Preserving Global and Local Structures.

Jiayi Ma, Ji Zhao, Alan L. Yuille

IEEE Trans. Image Process., 2016

Facial Image Hallucination Through Coupled-Layer Neighbor Embedding.

Junjun Jiang, Ruimin Hu, Zhongyuan Wang, Zhen Han, Jiayi Ma

IEEE Trans. Circuits Syst. Video Technol., 2016

Hyperspectral Unmixing with Robust Collaborative Sparse Regression.

Chang Li, Yong Ma, Xiaoguang Mei, Chengyin Liu, Jiayi Ma

Remote. Sens., 2016

Image retrieval based on image-to-class similarity.

Jun Chen, Yong Wang, Linbo Luo, Jin-Gang Yu, Jiayi Ma

Pattern Recognit. Lett., 2016

Nonrigid Feature Matching for Remote Sensing Images via Probabilistic Inference With Global and Local Regularizations.

Huabing Zhou, Jiayi Ma, Changcai Yang, Sheng Sun, Renfeng Liu, Ji Zhao

IEEE Geosci. Remote. Sens. Lett., 2016

Hyperspectral Image Classification With Robust Sparse Representation.

Chang Li, Yong Ma, Xiaoguang Mei, Chengyin Liu, Jiayi Ma

IEEE Geosci. Remote. Sens. Lett., 2016

GBM-Based Unmixing of Hyperspectral Data Using Bound Projected Optimal Gradient Method.

Chang Li, Yong Ma, Jun Huang, Xiaoguang Mei, Chengyin Liu, Jiayi Ma

IEEE Geosci. Remote. Sens. Lett., 2016

An Infrared Small Target Detecting Algorithm Based on Human Visual System.

Jinhui Han, Yong Ma, Jun Huang, Xiaoguang Mei, Jiayi Ma

IEEE Geosci. Remote. Sens. Lett., 2016

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

Yansheng Li, Yongjun Zhang, Jin-Gang Yu, Yihua Tan, Jinwen Tian, Jiayi Ma

Inf. Sci., 2016

Infrared and visible image fusion via gradient transfer and total variation minimization.

Jiayi Ma, Chen Chen, Chang Li, Jun Huang

Inf. Fusion, 2016

Infrared and visible image fusion using total variation model.

Yong Ma, Jun Chen, Chen Chen, Fan Fan, Jiayi Ma

Neurocomputing, 2016

Hyperspectral image denoising with segmentation-based low rank representation.

Jiayi Ma, Junjun Jiang, Chang Li

Proceedings of the 2016 Visual Communications and Image Processing, 2016

Multimodal retinal image registration using edge map and feature guided Gaussian mixture model.

Jiayi Ma, Junjun Jiang, Jun Chen, Chengyin Liu, Chang Li

Proceedings of the 2016 Visual Communications and Image Processing, 2016

Object localization by density-based spatial clustering.

Ya Lu, Ji Zhao, Jiayi Ma

Proceedings of the 2016 Visual Communications and Image Processing, 2016

Sparse unmixing of hyperspectral data based on robust linear mixing model.

Chang Li, Yong Ma, Yuan Gao, Zhongyuan Wang, Jiayi Ma

Proceedings of the 2016 Visual Communications and Image Processing, 2016

Smooth sparse representation for noise robust face super-resolution.

Junjun Jiang, Jiayi Ma, Chen Chen, Zhongyuan Wang, Tao Lu

Proceedings of the 2016 Visual Communications and Image Processing, 2016

Robust sparse unmixing of hyperspectral data.

Yong Ma, Chang Li, Jiayi Ma

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Registration of remote sensing images with non-rigid distortions.

Jiayi Ma, Jun Chen, Yong Ma

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Robust image matching via feature guided Gaussian mixture model.

Jiayi Ma, Junjun Jiang, Yuan Gao, Jun Chen, Chengyin Liu

Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

Hyperspectral image denoising based on low-rank representation and superpixel segmentation.

Jiayi Ma, Chang Li, Yong Ma, Zhongyuan Wang

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015

Robust L₂E Estimation of Transformation for Non-Rigid Registration.

Jiayi Ma, Weichao Qiu, Ji Zhao, Yong Ma, Alan L. Yuille, Zhuowen Tu

IEEE Trans. Signal Process., 2015

Robust Feature Matching for Remote Sensing Image Registration via Locally Linear Transforming.

Jiayi Ma, Huabing Zhou, Ji Zhao, Yuan Gao, Junjun Jiang, Jinwen Tian

IEEE Trans. Geosci. Remote. Sens., 2015

Image Feature Matching via Progressive Vector Field Consensus.

Jiayi Ma, Yong Ma, Ji Zhao, Jinwen Tian

IEEE Signal Process. Lett., 2015

Non-rigid point set registration via coherent spatial mapping.

Jun Chen, Jiayi Ma, Changcai Yang, Li Ma, Sheng Zheng

Signal Process., 2015

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

Xiao Sun, Ke Shang, Delie Ming, Jinwen Tian, Jiayi Ma

Sensors, 2015

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

Xiaoguang Mei, Yong Ma, Chang Li, Fan Fan, Jun Huang, Jiayi Ma

Sensors, 2015

Non-rigid visible and infrared face registration via regularized Gaussian fields criterion.

Jiayi Ma, Ji Zhao, Yong Ma, Jinwen Tian

Pattern Recognit., 2015

Density-based region search with arbitrary shape for object localisation.

Ji Zhao, Deyu Meng, Jiayi Ma

IET Comput. Vis., 2015

2014

Robust Point Matching via Vector Field Consensus.

Jiayi Ma, Ji Zhao, Jinwen Tian, Alan L. Yuille, Zhuowen Tu

IEEE Trans. Image Process., 2014

MsLRR: A Unified Multiscale Low-Rank Representation for Image Segmentation.

Xiaobai Liu, Qian Xu, Jiayi Ma, Hai Jin, Yanduo Zhang

IEEE Trans. Image Process., 2014

A robust and outlier-adaptive method for non-rigid point registration.

Yuan Gao, Jiayi Ma, Ji Zhao, Jinwen Tian, Dazhi Zhang

Pattern Anal. Appl., 2014

Mismatch removal via coherent spatial relations.

Jun Chen, Jiayi Ma, Changcai Yang, Jinwen Tian

J. Electronic Imaging, 2014

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

Ji Zhao, Deyu Meng, Jiayi Ma

CoRR, 2014

2013

Nonrigid Image Deformation Using Moving Regularized Least Squares.

Jiayi Ma, Ji Zhao, Jinwen Tian

IEEE Signal Process. Lett., 2013

Regularized vector field learning with sparse approximation for mismatch removal.

Jiayi Ma, Ji Zhao, Jinwen Tian, Xiang Bai, Zhuowen Tu

Pattern Recognit., 2013

LIPID: Local Image Permutation Interval Descriptor.

Tian Tian, Ishwar K. Sethi, Delie Ming, Yun Zhang, Jiayi Ma

Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Robust Estimation of Nonrigid Transformation for Point Set Registration.

Jiayi Ma, Ji Zhao, Jinwen Tian, Zhuowen Tu, Alan L. Yuille

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Mismatch removal via coherent spatial mapping.

Jiayi Ma, Ji Zhao, Yu Zhou, Jinwen Tian

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

2011

A robust method for vector field learning with application to mismatch removing.

Ji Zhao, Jiayi Ma, Jinwen Tian, Jie Ma, Dazhi Zhang

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011