Jiayi Ma

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 353

Top Venues

CoRR

IEEE Trans. Geosci. Remote. Sens.

Inf. Fusion

IEEE Trans. Image Process.

Publications

Tianming Zhao, Peng Gao, Tian Tian, Jiayi Ma, Jinwen Tian
From Noise Addition to Denoising: A Self-Variation Capture Network for Point Cloud Optimization. IEEE Trans. Vis. Comput. Graph. 30 (7) (2024)
Hao Zhang, Xuhui Zuo, Huabing Zhou, Tao Lu, Jiayi Ma
A Robust Mutual-Reinforcing Framework for 3D Multi-Modal Medical Image Fusion Based on Visual-Semantic Consistency. AAAI (2024)
Yang Yu, Erting Pan, Yong Ma, Xiaoguang Mei, Qihai Chen, Jiayi Ma
UnmixDiff: Unmixing-Based Diffusion Model for Hyperspectral Image Synthesis. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Shunxing Chen, Guobao Xiao, Ziwei Shi, Junwen Guo, Jiayi Ma
SSL-Net: Sparse semantic learning for identifying reliable correspondences. Pattern Recognit. 146 (2024)
Nan Zhang, Youmeng Liu, Hao Liu, Tian Tian, Jiayi Ma, Jinwen Tian
DTNet: A Specialized Dual-Tuning Network for Infrared Vehicle Detection in Aerial Images. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Guobao Xiao, Jun Yu, Jiayi Ma, Deng-Ping Fan, Ling Shao
Latent Semantic Consensus for Deterministic Geometric Model Fitting. IEEE Trans. Pattern Anal. Mach. Intell. 46 (9) (2024)
Yantao Chen, Yong Ma, Xiaoguang Mei, Lin Zhang, Zhigang Fu, Jiayi Ma
Triple-task mutual consistency for semi-supervised 3D medical image segmentation. Comput. Biol. Medicine 175 (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)
Jiayang Li, Junjun Jiang, Pengwei Liang, Jiayi Ma
MaeFuse: Transferring Omni Features with Pretrained Masked Autoencoders for Infrared and Visible Image Fusion via Guided Training. CoRR (2024)
Zizhuo Li, Chunbao Su, Fan Fan, Jun Huang, Jiayi Ma
MC-Net: Integrating Multi-Level Geometric Context for Two-View Correspondence Learning. IEEE Trans. Circuits Syst. Video Technol. 34 (8) (2024)
Linfeng Tang, Ziang Chen, Jun Huang, Jiayi Ma
CAMF: An Interpretable Infrared and Visible Image Fusion Network Based on Class Activation Mapping. IEEE Trans. Multim. 26 (2024)
Zhiqiang Ruan, Jie Wan, Guobao Xiao, Zhimin Tang, Jiayi Ma
Semantic attention-based heterogeneous feature aggregation network for image fusion. Pattern Recognit. 155 (2024)
Qiming Xiong, Zhirong Gao, Jiayi Ma, Yong Ma
Multi-image super-resolution based low complexity deep network for image compressive sensing reconstruction. J. Vis. Commun. Image Represent. 99 (2024)
Yuxin Deng, Kaining Zhang, Shihua Zhang, Yansheng Li, Jiayi Ma
ResMatch: Residual Attention Learning for Feature Matching. AAAI (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)
Shihua Zhang, Jiayi Ma
ConvMatch: Rethinking Network Design for Two-View Correspondence Learning. IEEE Trans. Pattern Anal. Mach. Intell. 46 (5) (2024)
Qing Ma, Junjun Jiang, Xianming Liu, Jiayi Ma
Reciprocal transformer for hyperspectral and multispectral image fusion. Inf. Fusion 104 (2024)
Yuxin Deng, Jiayi Ma
SDGMNet: Statistic-Based Dynamic Gradient Modulation for Local Descriptor Learning. AAAI (2024)
Zhen Yang, Jun Yue, Pedram Ghamisi, Shiliang Zhang, Jiayi Ma, Leyuan Fang
Open Set Recognition in Real World. Int. J. Comput. Vis. 132 (8) (2024)
Yuan Gao, Weizhong Zhang, Wenhan Luo, Lin Ma, Jin-Gang Yu, Gui-Song Xia, Jiayi Ma
Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference Cost. CoRR (2024)
Qian Hu, Jiayi Ma, Yuan Gao, Junjun Jiang, Yixuan Yuan
MAUN: Memory-Augmented Deep Unfolding Network for Hyperspectral Image Reconstruction. IEEE CAA J. Autom. Sinica 11 (5) (2024)
Xunpeng Yi, Linfeng Tang, Hao Zhang, Han Xu, Jiayi Ma
Diff-IF: Multi-modality image fusion via diffusion model with fusion knowledge prior. Inf. Fusion 110 (2024)
Jun Chen, Aoyu Zhu, Yang Yu, Jiayi Ma
Multiview Stereo via Noise Suppression PatchMatch. IEEE Trans. Instrum. Meas. 73 (2024)
Hebaixu Wang, Meiqi Gong, Xiaoguang Mei, Hao Zhang, Jiayi Ma
Deep Unfolded Network with Intrinsic Supervision for Pan-Sharpening. AAAI (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)
Wenhui Hong, Hao Zhang, Jiayi Ma
OFPF-MEF: An Optical Flow Guided Dynamic Multi-Exposure Image Fusion Network With Progressive Frequencies Learning. IEEE Trans. Multim. 26 (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)
Yifan Xia, Yifan Lu, Yuan Gao, Jiayi Ma
Locality Preserving Refinement for Shape Matching with Functional Maps. AAAI (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)
Yuan Gao, Weizhong Zhang, Wenhan Luo, Lin Ma, Jin-Gang Yu, Gui-Song Xia, Jiayi Ma
Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference Cost. ICLR (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)
Erting Pan, Yang Yu, Xiaoguang Mei, Jun Huang, Jiayi Ma
From the abundance perspective: Multi-modal scene fusion-based hyperspectral image synthesis. Inf. Fusion 108 (2024)
Xunpeng Yi, Han Xu, Hao Zhang, Linfeng Tang, Jiayi Ma
Text-IF: Leveraging Semantic Text Guidance for Degradation-Aware and Interactive Image Fusion. CoRR (2024)
Wenhui Hong, Hao Zhang, Jiayi Ma
MERF: A Practical HDR-Like Image Generator via Mutual-Guided Learning Between Multi-Exposure Registration and Fusion. IEEE Trans. Image Process. 33 (2024)
Xingyu Hu, Junjun Jiang, Chenyang Wang, Xianming Liu, Jiayi Ma
Incrementally Adapting Pretrained Model Using Network Prior for Multi-Focus Image Fusion. IEEE Trans. Image Process. 33 (2024)
Guobao Xiao, Jun Yu, Jiayi Ma, Deng-Ping Fan, Ling Shao
Latent Semantic Consensus For Deterministic Geometric Model Fitting. CoRR (2024)
Jun Chen, Liling Yang, Wei Liu, Xin Tian, Jiayi Ma
LENFusion: A Joint Low-Light Enhancement and Fusion Network for Nighttime Infrared and Visible Image Fusion. IEEE Trans. Instrum. Meas. 73 (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)
Jiayi Ma, Kaining Zhang, Junjun Jiang
Loop Closure Detection via Locality Preserving Matching With Global Consensus. IEEE CAA J. Autom. Sinica 10 (2) (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)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jiayi Ma