Jiayi Ma

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 324

Top Venues

CoRR

IEEE Trans. Geosci. Remote. Sens.

Inf. Fusion

IEEE Trans. Image Process.

Publications

Shunxing Chen, Guobao Xiao, Ziwei Shi, Junwen Guo, Jiayi Ma
SSL-Net: Sparse semantic learning for identifying reliable correspondences. Pattern Recognit. 146 (2024)
Peng Yi, Zhongyuan Wang, Laigan Luo, Kui Jiang, Zheng He, Junjun Jiang, Tao Lu, Jiayi Ma
Omniscient Video Super-Resolution with Explicit-Implicit Alignment. ACM Trans. Multim. Comput. Commun. Appl. 20 (5) (2024)
Kangle Wu, Jun Huang, Yong Ma, Fan Fan, Jiayi Ma
Cycle-Retinex: Unpaired Low-Light Image Enhancement via Retinex-Inline CycleGAN. IEEE Trans. Multim. 26 (2024)
Han Xu, Jiayi Ma, Yixuan Yuan, Hao Zhang, Xin Tian, Xiaojie Guo
More Than Lightening: A Self-Supervised Low-Light Image Enhancement Method Capable for Multiple Degradations. IEEE CAA J. Autom. Sinica 11 (3) (2024)
Run Shao, Cheng Yang, Qiujun Li, Qing Zhu, Yongjun Zhang, Yansheng Li, Yu Liu, Yong Tang, Dapeng Liu, Shizhong Yang, Jiayi Ma, Haifeng Li
AllSpark: a multimodal spatiotemporal general model. CoRR (2024)
Qing Ma, Junjun Jiang, Xianming Liu, Jiayi Ma
Reciprocal transformer for hyperspectral and multispectral image fusion. Inf. Fusion 104 (2024)
Jun Chen, Aoyu Zhu, Yang Yu, Jiayi Ma
Multiview Stereo via Noise Suppression PatchMatch. IEEE Trans. Instrum. Meas. 73 (2024)
Hebaixu Wang, Hao Zhang, Xin Tian, Jiayi Ma
Zero-Sharpen: A universal pansharpening method across satellites for reducing scale-variance gap via zero-shot variation. Inf. Fusion 101 (2024)
Yifan Lu, Jiayi Ma, Xiaoguang Mei, Jun Huang, Xiao-Ping (Steven) Zhang
Feature Matching via Topology-Aware Graph Interaction Model. IEEE CAA J. Autom. Sinica 11 (1) (2024)
Linfeng Tang, Jiayi Ma, Hao Zhang, Xiaojie Guo
DRLIE: Flexible Low-Light Image Enhancement via Disentangled Representations. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Yanan Jia, Qiming Hu, Renwei Dian, Jiayi Ma, Xiaojie Guo
PAPS: Progressive Attention-Based Pan-sharpening. IEEE CAA J. Autom. Sinica 11 (2) (2024)
Xin Liu, Guobao Xiao, Riqing Chen, Jiayi Ma
PGFNet: Preference-Guided Filtering Network for Two-View Correspondence Learning. IEEE Trans. Image Process. 32 (2023)
Tianming Zhao, Linfeng Li, Tian Tian, Jiayi Ma, Jinwen Tian
Patch-guided point matching for point cloud registration with low overlap. Pattern Recognit. 144 (2023)
Linshan Wu, Zhun Zhong, Leyuan Fang, Xingxin He, Qiang Liu, Jiayi Ma, Hao Chen
Sparsely Annotated Semantic Segmentation with Adaptive Gaussian Mixtures. CVPR (2023)
Yuanbin Fu, Jiayi Ma, Xiaojie Guo
Hierarchical image peeling: A flexible scale-space filtering framework. Comput. Vis. Image Underst. 235 (2023)
Xin Tian, Wei Zhang, Dian Yu, Jiayi Ma
Sparse Tensor Prior for Hyperspectral, Multispectral, and Panchromatic Image Fusion. IEEE CAA J. Autom. Sinica 10 (1) (2023)
Junwen Guo, Guobao Xiao, Zhimin Tang, Shunxing Chen, Shiping Wang, Jiayi Ma
Learning for Feature Matching via Graph Context Attention. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Qing Ma, Junjun Jiang, Xianming Liu, Jiayi Ma
Learning a 3D-CNN and Transformer prior for hyperspectral image super-resolution. Inf. Fusion 100 (2023)
Jun Yue, Leyuan Fang, Shaobo Xia, Yue Deng, Jiayi Ma
Dif-Fusion: Toward High Color Fidelity in Infrared and Visible Image Fusion With Diffusion Models. IEEE Trans. Image Process. 32 (2023)
Jinsheng Xiao, Yuanxu Wu, Yunhua Chen, Shurui Wang, Zhongyuan Wang, Jiayi Ma
LSTFE-Net: Long Short-Term Feature Enhancement Network for Video Small Object Detection. CVPR (2023)
Han Xu, Jiteng Yuan, Jiayi Ma
MURF: Mutually Reinforcing Multi-Modal Image Registration and Fusion. IEEE Trans. Pattern Anal. Mach. Intell. 45 (10) (2023)
Zizhuo Li, Shihua Zhang, Jiayi Ma
U-Match: Two-view Correspondence Learning with Hierarchy-aware Local Context Aggregation. IJCAI (2023)
Xingyu Hu, Junjun Jiang, Xianming Liu, Jiayi Ma
ZMFF: Zero-shot multi-focus image fusion. Inf. Fusion 92 (2023)
Linfeng Tang, Hao Zhang, Han Xu, Jiayi Ma
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 99 (2023)
Xunpeng Yi, Han Xu, Hao Zhang, Linfeng Tang, Jiayi Ma
Diff-Retinex: Rethinking Low-light Image Enhancement with A Generative Diffusion Model. CoRR (2023)
Shihua Zhang, Jiayi Ma
ConvMatch: Rethinking Network Design for Two-View Correspondence Learning. AAAI (2023)
Jiayi Ma, Yang Wang, Aoxiang Fan, Guobao Xiao, Riqing Chen
Correspondence Attention Transformer: A Context-Sensitive Network for Two-View Correspondence Learning. IEEE Trans. Multim. 25 (2023)
Hao Zhang, Jiayi Ma
STP-SOM: Scale-Transfer Learning for Pansharpening via Estimating Spectral Observation Model. Int. J. Comput. Vis. 131 (12) (2023)
Linfeng Tang, Xinyu Xiang, Hao Zhang, Meiqi Gong, Jiayi Ma
DIVFusion: Darkness-free infrared and visible image fusion. Inf. Fusion 91 (2023)
Chengjie Ke, Wei Zhang, Zhongyuan Wang, Jiayi Ma, Xin Tian
Coarse-to-Fine Cross-Domain Learning Fusion Network for Pansharpening. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Xinya Wang, Qian Hu, Yingsong Cheng, Jiayi Ma
Hyperspectral Image Super-Resolution Meets Deep Learning: A Survey and Perspective. IEEE CAA J. Autom. Sinica 10 (8) (2023)
Xingyu Jiang, Shihua Zhang, Xiaoping Zhang, Jiayi Ma
Improving sparse graph attention for feature matching by informative keypoints exploration. Comput. Vis. Image Underst. 235 (2023)
Hao Zhang, Hebaixu Wang, Xin Tian, Jiayi Ma
P2Sharpen: A progressive pansharpening network with deep spectral transformation. Inf. Fusion 91 (2023)
Erting Pan, Yong Ma, Xiaoguang Mei, Fan Fan, Jiayi Ma
Hyperspectral image denoising via spectral noise distribution bootstrap. Pattern Recognit. 142 (2023)
Kaining Zhang, Zizhuo Li, Jiayi Ma
Loop Closure Detection With Bidirectional Manifold Representation Consensus. IEEE Trans. Intell. Transp. Syst. 24 (4) (2023)
Linshan Wu, Leyuan Fang, Xingxin He, Min He, Jiayi Ma, Zhun Zhong
Querying Labeled for Unlabeled: Cross-Image Semantic Consistency Guided Semi-Supervised Semantic Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 45 (7) (2023)
Yucheng Sun, Han Xu, Yong Ma, Minghui Wu, Xiaoguang Mei, Jun Huang, Jiayi Ma
Dual Spatial-Spectral Pyramid Network With Transformer for Hyperspectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Jingtao Wang, Xin Liu, Luanyuan Dai, Jiayi Ma, Lifang Wei, Changcai Yang, Riqing Chen
PG-Net: Progressive Guidance Network via Robust Contextual Embedding for Efficient Point Cloud Registration. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Qiwen Jin, Yong Ma, Fan Fan, Jun Huang, Xiaoguang Mei, Jiayi Ma
Adversarial Autoencoder Network for Hyperspectral Unmixing. IEEE Trans. Neural Networks Learn. Syst. 34 (8) (2023)
Kangle Wu, Jun Chen, Jiayi Ma
DMEF: Multi-Exposure Image Fusion Based on a Novel Deep Decomposition Method. IEEE Trans. Multim. 25 (2023)
Huabing Zhou, Wei Wu, Yanduo Zhang, Jiayi Ma, Haibin Ling
Semantic-Supervised Infrared and Visible Image Fusion Via a Dual-Discriminator Generative Adversarial Network. IEEE Trans. Multim. 25 (2023)
Yansheng Li, Fanyi Wei, Yongjun Zhang, Wei Chen, Jiayi Ma
P: Hierarchical spectral and structure-preserving fusion network for multimodal remote sensing image cloud and shadow removal. Inf. Fusion 94 (2023)
Ziwei Shi, Guobao Xiao, Linxin Zheng, Jiayi Ma, Riqing Chen
JRA-Net: Joint representation attention network for correspondence learning. Pattern Recognit. 135 (2023)
Hao Liang, Rui Liu, Zhongyuan Wang, Jiayi Ma, Xin Tian
Variational Bayesian deep network for blind Poisson denoising. Pattern Recognit. 143 (2023)
Junjun Jiang, Chenyang Wang, Xianming Liu, Jiayi Ma
Deep Learning-based Face Super-resolution: A Survey. ACM Comput. Surv. 55 (2) (2023)
Erting Pan, Yong Ma, Xiaoguang Mei, Jun Huang, Qihai Chen, Jiayi Ma
Hyperspectral image destriping and denoising from a task decomposition view. Pattern Recognit. 144 (2023)
Erting Pan, Yong Ma, Xiaoguang Mei, Fan Fan, Jun Huang, Jiayi Ma
Progressive Hyperspectral Image Destriping With an Adaptive Frequencial Focus. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Kangle Wu, Jun Chen, Yang Yu, Jiayi Ma
ACE-MEF: Adaptive Clarity Evaluation-Guided Network With Illumination Correction for Multi-Exposure Image Fusion. IEEE Trans. Multim. 25 (2023)
Pengwei Liang, Junjun Jiang, Xianming Liu, Jiayi Ma
Image Deblurring by Exploring In-depth Properties of Transformer. CoRR (2023)
Junchao Zhang, Yidong Luo, Junbin Huang, Ying Liu, Jiayi Ma
Multi-exposure image fusion via perception enhanced structural patch decomposition. Inf. Fusion 99 (2023)
Yuxin Deng, Jiayi Ma
ReDFeat: Recoupling Detection and Description for Multimodal Feature Learning. IEEE Trans. Image Process. 32 (2023)
Xinyu Ye, Jiayi Ma
Neighborhood Manifold Preserving Matching for Visual Place Recognition. IEEE Trans. Ind. Informatics 19 (7) (2023)
Hao Wang, Huabing Zhou, Yanduo Zhang, Tao Lu, Jiayi Ma
Word length-aware text spotting: Enhancing detection and recognition in dense text image. CoRR (2023)
Zizhuo Li, Jiayi Ma, Guobao Xiao
Density-Guided Incremental Dominant Instance Exploration for Two-View Geometric Model Fitting. IEEE Trans. Image Process. 32 (2023)
Chengli Peng, Haifeng Li, Chao Tao, Yansheng Li, Jiayi Ma
MSINet: Mining scale information from digital surface models for semantic segmentation of aerial images. Pattern Recognit. 143 (2023)
Hao Zhang, Jiayi Ma
IID-MEF: A multi-exposure fusion network based on intrinsic image decomposition. Inf. Fusion 95 (2023)
Erting Pan, Yong Ma, Xiaoguang Mei, Jun Huang, Fan Fan, Jiayi Ma
D2Net: Deep Denoising Network in Frequency Domain for Hyperspectral Image. IEEE CAA J. Autom. Sinica 10 (3) (2023)
Aoxiang Fan, Xingyu Jiang, Yong Ma, Xiaoguang Mei, Jiayi Ma
Smoothness-Driven Consensus Based on Compact Representation for Robust Feature Matching. IEEE Trans. Neural Networks Learn. Syst. 34 (8) (2023)
Yifan Lu, Jiayi Ma, Leyuan Fang, Xin Tian, Junjun Jiang
Robust and Scalable Gaussian Process Regression and Its Applications. CVPR (2023)
Han Xu, Liang Haochen, Jiayi Ma
Unsupervised Multi-Exposure Image Fusion Breaking Exposure Limits via Contrastive Learning. AAAI (2023)
Xingyu Jiang, Jiayi Ma
Robust Model Reasoning and Fitting via Dual Sparsity Pursuit. NeurIPS (2023)
Xunpeng Yi, Han Xu, Hao Zhang, Linfeng Tang, Jiayi Ma
Diff-Retinex: Rethinking Low-light Image Enhancement with A Generative Diffusion Model. ICCV (2023)
Xin Tian, Fang He, Rui Liu, Jiayi Ma
Interpretable Poisson Optimization-Inspired Deep Network for Single-Photon Counting Image Denoising. IEEE Trans. Instrum. Meas. 72 (2023)
Zhimin Tang, Guobao Xiao, Junwen Guo, Shiping Wang, Jiayi Ma
Dual-Attention-Based Feature Aggregation Network for Infrared and Visible Image Fusion. IEEE Trans. Instrum. Meas. 72 (2023)
Xinya Wang, Jiayi Ma, Junjun Jiang
Contrastive Learning for Blind Super-Resolution via A Distortion-Specific Network. IEEE CAA J. Autom. Sinica 10 (1) (2023)
Tianming Zhao, Linfeng Li, Tian Tian, Jiayi Ma, Jinwen Tian
APUNet: Attention-guided upsampling network for sparse and non-uniform point cloud. Pattern Recognit. 143 (2023)
Zizhuo Li, Jiayi Ma
Learning Feature Matching via Matchable Keypoint-Assisted Graph Neural Network. CoRR (2023)
Yuxin Deng, Jiayi Ma
ResMatch: Residual Attention Learning for Local Feature Matching. CoRR (2023)
Jun Yue, Leyuan Fang, Shaobo Xia, Yue Deng, Jiayi Ma
Dif-Fusion: Towards High Color Fidelity in Infrared and Visible Image Fusion with Diffusion Models. CoRR (2023)
Yansheng Li, Te Shi, Yongjun Zhang, Jiayi Ma
SPGAN-DA: Semantic-Preserved Generative Adversarial Network for Domain Adaptive Remote Sensing Image Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Meiqi Gong, Hao Zhang, Han Xu, Xin Tian, Jiayi Ma
Multipatch Progressive Pansharpening With Knowledge Distillation. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Kaining Zhang, Xingyu Jiang, Jiayi Ma
Appearance-Based Loop Closure Detection via Locality-Driven Accurate Motion Field Learning. IEEE Trans. Intell. Transp. Syst. 23 (3) (2022)
Yifan Xia, Jiayi Ma
Locality-Guided Global-Preserving Optimization for Robust Feature Matching. IEEE Trans. Image Process. 31 (2022)
Peng Yi, Zhongyuan Wang, Kui Jiang, Junjun Jiang, Tao Lu, Jiayi Ma
A Progressive Fusion Generative Adversarial Network for Realistic and Consistent Video Super-Resolution. IEEE Trans. Pattern Anal. Mach. Intell. 44 (5) (2022)
Zhuliang Le, Jun Huang, Han Xu, Fan Fan, Yong Ma, Xiaoguang Mei, Jiayi Ma
UIFGAN: An unsupervised continual-learning generative adversarial network for unified image fusion. Inf. Fusion 88 (2022)
Han Xu, Jiayi Ma, Jiteng Yuan, Zhuliang Le, Wei Liu
RFNet: Unsupervised Network for Mutually Reinforcing Multi-modal Image Registration and Fusion. CVPR (2022)
Wei Zheng, Ziwei Shi, Guobao Xiao, Jiayi Ma
Learning Two-View Correspondences and Geometry Using Neighbor-Aware Network. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Xin Tian, Yuerong Chen, Changcai Yang, Jiayi Ma
Variational Pansharpening by Exploiting Cartoon-Texture Similarities. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Linxin Zheng, Guobao Xiao, Ziwei Shi, Shiping Wang, Jiayi Ma
MSA-Net: Establishing Reliable Correspondences by Multiscale Attention Network. IEEE Trans. Image Process. 31 (2022)
Pengwei Liang, Junjun Jiang, Xianming Liu, Jiayi Ma
Fusion from Decomposition: A Self-Supervised Decomposition Approach for Image Fusion. ECCV (18) (2022)
Luanyuan Dai, Yizhang Liu, Jiayi Ma, Lifang Wei, Taotao Lai, Changcai Yang, Riqing Chen
MS2DG-Net: Progressive Correspondence Learning via Multiple Sparse Semantics Dynamic Graph. CVPR (2022)
Chengli Peng, Kaining Zhang, Yong Ma, Jiayi Ma
Cross Fusion Net: A Fast Semantic Segmentation Network for Small-Scale Semantic Information Capturing in Aerial Scenes. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xin Tian, Wei Zhang, Yuerong Chen, Zhongyuan Wang, Jiayi Ma
HyperFusion: A Computational Approach for Hyperspectral, Multispectral, and Panchromatic Image Fusion. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xingyu Jiang, Yifan Xia, Xiao-Ping Zhang, Jiayi Ma
Robust image matching via local graph structure consensus. Pattern Recognit. 126 (2022)
Xinya Wang, Yingsong Cheng, Xiaoguang Mei, Junjun Jiang, Jiayi Ma
Group Shuffle and Spectral-Spatial Fusion for Hyperspectral Image Super-Resolution. IEEE Trans. Computational Imaging 8 (2022)
Qing Ma, Junjun Jiang, Xianming Liu, Jiayi Ma
Multi-Task Interaction Learning for Spatiospectral Image Super-Resolution. IEEE Trans. Image Process. 31 (2022)
Xin Tian, Rui Liu, Zhongyuan Wang, Jiayi Ma
High quality 3D reconstruction based on fusion of polarization imaging and binocular stereo vision. Inf. Fusion 77 (2022)
Han Xu, Jiayi Ma, Junjun Jiang, Xiaojie Guo, Haibin Ling
U2Fusion: A Unified Unsupervised Image Fusion Network. IEEE Trans. Pattern Anal. Mach. Intell. 44 (1) (2022)
Xinya Wang, Jiayi Ma, Peng Yi, Xin Tian, Junjun Jiang, Xiao-Ping Zhang
Learning an epipolar shift compensation for light field image super-resolution. Inf. Fusion 79 (2022)
Guorong Lin, Xin Liu, Fangfang Lin, Guobao Xiao, Jiayi Ma
RANet: A relation-aware network for two-view correspondence learning. Neurocomputing 488 (2022)
Jiayi Ma, Xinyu Ye, Huabing Zhou, Xiaoguang Mei, Fan Fan
Loop-Closure Detection Using Local Relative Orientation Matching. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Jiayi Ma, Shenyue Wang, Kaining Zhang, Zheng He, Jun Huang, Xiaoguang Mei
Fast and Robust Loop-Closure Detection via Convolutional Auto-Encoder and Motion Consensus. IEEE Trans. Ind. Informatics 18 (6) (2022)
Youming Deng, Yansheng Li, Yongjun Zhang, Xiang Xiang, Jian Wang, Jingdong Chen, Jiayi Ma
Hierarchical Memory Learning for Fine-Grained Scene Graph Generation. ECCV (27) (2022)
Xinya Wang, Jiayi Ma, Junjun Jiang
Hyperspectral Image Super-Resolution via Recurrent Feedback Embedding and Spatial-Spectral Consistency Regularization. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xinya Wang, Jiayi Ma, Junjun Jiang, Xiao-Ping Zhang
Dilated projection correction network based on autoencoder for hyperspectral image super-resolution. Neural Networks 146 (2022)
Han Xu, Yucheng Sun, Xiaoguang Mei, Xin Tian, Jiayi Ma
Attention-Guided Polarization Image Fusion Using Salient Information Distribution. IEEE Trans. Computational Imaging 8 (2022)
Xiaojie Guo, Yang Yang, Chaoyue Wang, Jiayi Ma
Image dehazing via enhancement, restoration, and fusion: A survey. Inf. Fusion (2022)
Huabing Zhou, Jilei Hou, Yanduo Zhang, Jiayi Ma, Haibin Ling
Unified gradient- and intensity-discriminator generative adversarial network for image fusion. Inf. Fusion 88 (2022)
Linfeng Tang, Yuxin Deng, Yong Ma, Jun Huang, Jiayi Ma
SuperFusion: A Versatile Image Registration and Fusion Network with Semantic Awareness. IEEE CAA J. Autom. Sinica 9 (12) (2022)
Aoxiang Fan, Jiayi Ma, Xin Tian, Xiaoguang Mei, Wei Lin
Coherent Point Drift Revisited for Non-rigid Shape Matching and Registration. CVPR (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jiayi Ma