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ORCIDJiayi Ma 0001
马佳义
Person information
- unicode name: 马佳义
- affiliation: Wuhan University, Electronic Information School, China
- affiliation (PhD 2014): Huazhong University of Science and Technology, School of Automation, Wuhan, China
- affiliation (2012 - 2013): University of California at Los Angeles, Department of Statistics, CA, USA
Other persons with the same name
- Jiayi Ma 0002 — Waseda University, Graduate School of IPS, Kitakyushu-shi, Japan
- Jiayi Ma 0003 — Shandong University, Jinan, China
- Jiayi Ma 0004
![[0000-0001-5451-7046]](https://dblp.org/img/orcid-mark.12x12.png "0000-0001-5451-7046")
— Zhejiang University, China - Jiayi Ma 0005 — Hohai University, School of Earth Sciences and Engineering, Nanjing, China
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2020 – today
- 2025
[j255]Yao Guo, Xianwei Zheng, Hongjie Li, Linxi Huan, Jiayi Ma, Jianya Gong:
Learning deformable hypothesis sampling for patchmatch multi-view stereo in the wild. Inf. Fusion 113: 102646 (2025)- [j254]Pei Yang, Yong Ma, Xiaoguang Mei, Qihai Chen, Minghui Wu, Jiayi Ma:
Deep blind super-resolution for hyperspectral images. Pattern Recognit. 157: 110916 (2025) - 2024
- [j253]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: 108506 (2024) - [j252]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): 113-130 (2024) - [j251]Yanan Jia, Qiming Hu, Renwei Dian, Jiayi Ma, Xiaojie Guo:
PAPS: Progressive Attention-Based Pan-sharpening. IEEE CAA J. Autom. Sinica 11(2): 391-404 (2024) - [j250]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): 622-637 (2024) - [j249]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): 1139-1150 (2024) - [j248]Zhen Yang, Jun Yue, Pedram Ghamisi, Shiliang Zhang, Jiayi Ma, Leyuan Fang:
Open Set Recognition in Real World. Int. J. Comput. Vis. 132(8): 3208-3231 (2024) - [j247]Han Xu, Hao Zhang, Xunpeng Yi, Jiayi Ma:
CRetinex: A Progressive Color-Shift Aware Retinex Model for Low-Light Image Enhancement. Int. J. Comput. Vis. 132(9): 3610-3632 (2024) - [j246]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: 102003 (2024) - [j245]Qing Ma, Junjun Jiang, Xianming Liu, Jiayi Ma:
Reciprocal transformer for hyperspectral and multispectral image fusion. Inf. Fusion 104: 102148 (2024) - [j244]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: 102419 (2024) - [j243]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: 102450 (2024) - [j242]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: 104071 (2024) - [j241]Kangle Wu, Jun Huang, Yong Ma, Fan Fan, Jiayi Ma:
PSD-ELGAN: A pseudo self-distillation based CycleGAN with enhanced local adversarial interaction for single image dehazing. Neural Networks 180: 106689 (2024) - [j240]Shihua Zhang, Jiayi Ma:
ConvMatch: Rethinking Network Design for Two-View Correspondence Learning. IEEE Trans. Pattern Anal. Mach. Intell. 46(5): 2920-2935 (2024) - [j239]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): 6139-6153 (2024) - [j238]Shunxing Chen, Guobao Xiao, Ziwei Shi, Junwen Guo, Jiayi Ma:
SSL-Net: Sparse semantic learning for identifying reliable correspondences. Pattern Recognit. 146: 110039 (2024) - [j237]Zhiqiang Ruan, Jie Wan, Guobao Xiao, Zhimin Tang, Jiayi Ma:
Semantic attention-based heterogeneous feature aggregation network for image fusion. Pattern Recognit. 155: 110728 (2024) - [j236]Pengwei Liang, Junjun Jiang, Xianming Liu, Jiayi Ma:
Decoupling Image Deblurring Into Twofold: A Hierarchical Model for Defocus Deblurring. IEEE Trans. Computational Imaging 10: 1207-1220 (2024) - [j235]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): 7550-7565 (2024) - [j234]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: 1-18 (2024) - [j233]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: 1-15 (2024) - [j232]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: 1-15 (2024) - [j231]Jun Chen, Aoyu Zhu, Yang Yu, Jiayi Ma:
Multiview Stereo via Noise Suppression PatchMatch. IEEE Trans. Instrum. Meas. 73: 1-13 (2024) - [j230]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: 2361-2376 (2024) - [j229]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: 3950-3963 (2024) - [j228]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: 1213-1228 (2024) - [j227]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: 4776-4791 (2024) - [j226]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: 8581-8595 (2024) - [j225]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): 2694-2707 (2024) - [j224]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): 150:1-150:23 (2024) - [j223]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): 3413-3426 (2024) - [c76]Yuxin Deng, Kaining Zhang, Shihua Zhang, Yansheng Li, Jiayi Ma:
ResMatch: Residual Attention Learning for Feature Matching. AAAI 2024: 1501-1509 - [c75]Yuxin Deng, Jiayi Ma:
SDGMNet: Statistic-Based Dynamic Gradient Modulation for Local Descriptor Learning. AAAI 2024: 1510-1518 - [c74]Hebaixu Wang, Meiqi Gong, Xiaoguang Mei, Hao Zhang, Jiayi Ma:
Deep Unfolded Network with Intrinsic Supervision for Pan-Sharpening. AAAI 2024: 5419-5426 - [c73]Yifan Xia, Yifan Lu, Yuan Gao, Jiayi Ma:
Locality Preserving Refinement for Shape Matching with Functional Maps. AAAI 2024: 6207-6215 - [c72]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: 7087-7095 - [c71]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 - [c70]Kaining Zhang, Jiayi Ma:
Sparse-to-dense Multimodal Image Registration via Multi-Task Learning. ICML 2024 - [i39]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 abs/2401.00546 (2024) - [i38]Guobao Xiao, Jun Yu, Jiayi Ma, Deng-Ping Fan, Ling Shao:
Latent Semantic Consensus For Deterministic Geometric Model Fitting. CoRR abs/2403.06444 (2024) - [i37]Xunpeng Yi, Han Xu, Hao Zhang, Linfeng Tang, Jiayi Ma:
Text-IF: Leveraging Semantic Text Guidance for Degradation-Aware and Interactive Image Fusion. CoRR abs/2403.16387 (2024) - [i36]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 abs/2404.11016 (2024) - [i35]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 abs/2405.05695 (2024) - 2023
- [j222]Junjun Jiang, Chenyang Wang, Xianming Liu, Jiayi Ma:
Deep Learning-based Face Super-resolution: A Survey. ACM Comput. Surv. 55(2): 13:1-13:36 (2023) - [j221]Yuanbin Fu, Jiayi Ma, Xiaojie Guo:
Hierarchical image peeling: A flexible scale-space filtering framework. Comput. Vis. Image Underst. 235: 103769 (2023) - [j220]Xingyu Jiang, Shihua Zhang, Xiaoping Zhang, Jiayi Ma:
Improving sparse graph attention for feature matching by informative keypoints exploration. Comput. Vis. Image Underst. 235: 103803 (2023) - [j219]Xinya Wang, Jiayi Ma, Junjun Jiang:
Contrastive Learning for Blind Super-Resolution via A Distortion-Specific Network. IEEE CAA J. Autom. Sinica 10(1): 78-89 (2023) - [j218]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): 284-286 (2023) - [j217]Jiayi Ma, Kaining Zhang, Junjun Jiang:
Loop Closure Detection via Locality Preserving Matching With Global Consensus. IEEE CAA J. Autom. Sinica 10(2): 411-426 (2023) - [j216]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): 813-815 (2023) - [j215]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): 1668-1691 (2023) - [j214]Hao Zhang, Jiayi Ma:
STP-SOM: Scale-Transfer Learning for Pansharpening via Estimating Spectral Observation Model. Int. J. Comput. Vis. 131(12): 3226-3251 (2023) - [j213]Hao Zhang, Hebaixu Wang, Xin Tian, Jiayi Ma:
P2Sharpen: A progressive pansharpening network with deep spectral transformation. Inf. Fusion 91: 103-122 (2023) - [j212]Linfeng Tang, Xinyu Xiang, Hao Zhang, Meiqi Gong, Jiayi Ma:
DIVFusion: Darkness-free infrared and visible image fusion. Inf. Fusion 91: 477-493 (2023) - [j211]Xingyu Hu, Junjun Jiang, Xianming Liu, Jiayi Ma:
ZMFF: Zero-shot multi-focus image fusion. Inf. Fusion 92: 127-138 (2023) - [j210]Yansheng Li, Fanyi Wei, Yongjun Zhang, Wei Chen, Jiayi Ma:
HS2P: Hierarchical spectral and structure-preserving fusion network for multimodal remote sensing image cloud and shadow removal. Inf. Fusion 94: 215-228 (2023) - [j209]Hao Zhang, Jiayi Ma:
IID-MEF: A multi-exposure fusion network based on intrinsic image decomposition. Inf. Fusion 95: 326-340 (2023) - [j208]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: 101870 (2023) - [j207]Junchao Zhang, Yidong Luo, Junbin Huang, Ying Liu, Jiayi Ma:
Multi-exposure image fusion via perception enhanced structural patch decomposition. Inf. Fusion 99: 101895 (2023) - [j206]Qing Ma, Junjun Jiang, Xianming Liu, Jiayi Ma:
Learning a 3D-CNN and Transformer prior for hyperspectral image super-resolution. Inf. Fusion 100: 101907 (2023) - [j205]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): 8827-8844 (2023) - [j204]Han Xu, Jiteng Yuan, Jiayi Ma:
MURF: Mutually Reinforcing Multi-Modal Image Registration and Fusion. IEEE Trans. Pattern Anal. Mach. Intell. 45(10): 12148-12166 (2023) - [j203]Ziwei Shi, Guobao Xiao, Linxin Zheng, Jiayi Ma, Riqing Chen:
JRA-Net: Joint representation attention network for correspondence learning. Pattern Recognit. 135: 109180 (2023) - [j202]Erting Pan, Yong Ma, Xiaoguang Mei, Fan Fan, Jiayi Ma:
Hyperspectral image denoising via spectral noise distribution bootstrap. Pattern Recognit. 142: 109699 (2023) - [j201]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: 109785 (2023) - [j200]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: 109796 (2023) - [j199]Hao Liang, Rui Liu, Zhongyuan Wang, Jiayi Ma, Xin Tian:
Variational Bayesian deep network for blind Poisson denoising. Pattern Recognit. 143: 109810 (2023) - [j198]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: 109832 (2023) - [j197]Tianming Zhao, Linfeng Li, Tian Tian, Jiayi Ma, Jinwen Tian:
Patch-guided point matching for point cloud registration with low overlap. Pattern Recognit. 144: 109876 (2023) - [j196]Meiqi Gong, Hao Zhang, Han Xu, Xin Tian, Jiayi Ma:
Multipatch Progressive Pansharpening With Knowledge Distillation. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j195]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: 1-14 (2023) - [j194]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: 1-14 (2023) - [j193]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: 1-17 (2023) - [j192]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: 1-12 (2023) - [j191]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: 1-16 (2023) - [j190]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: 1-12 (2023) - [j189]Xinyu Ye, Jiayi Ma:
Neighborhood Manifold Preserving Matching for Visual Place Recognition. IEEE Trans. Ind. Informatics 19(7): 8127-8136 (2023) - [j188]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: 1-13 (2023) - [j187]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: 1-11 (2023) - [j186]Yuxin Deng, Jiayi Ma:
ReDFeat: Recoupling Detection and Description for Multimodal Feature Learning. IEEE Trans. Image Process. 32: 591-602 (2023) - [j185]Xin Liu, Guobao Xiao, Riqing Chen, Jiayi Ma:
PGFNet: Preference-Guided Filtering Network for Two-View Correspondence Learning. IEEE Trans. Image Process. 32: 1367-1378 (2023) - [j184]Zizhuo Li, Jiayi Ma, Guobao Xiao:
Density-Guided Incremental Dominant Instance Exploration for Two-View Geometric Model Fitting. IEEE Trans. Image Process. 32: 5408-5422 (2023) - [j183]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: 5705-5720 (2023) - [j182]Kaining Zhang, Zizhuo Li, Jiayi Ma:
Loop Closure Detection With Bidirectional Manifold Representation Consensus. IEEE Trans. Intell. Transp. Syst. 24(4): 3949-3962 (2023) - [j181]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: 635-648 (2023) - [j180]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: 3509-3524 (2023) - [j179]Kangle Wu, Jun Chen, Jiayi Ma:
DMEF: Multi-Exposure Image Fusion Based on a Novel Deep Decomposition Method. IEEE Trans. Multim. 25: 5690-5703 (2023) - [j178]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: 8103-8118 (2023) - [j177]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): 4460-4472 (2023) - [j176]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): 4555-4569 (2023) - [c69]Han Xu, Liang Haochen, Jiayi Ma:
Unsupervised Multi-Exposure Image Fusion Breaking Exposure Limits via Contrastive Learning. AAAI 2023: 3010-3017 - [c68]Shihua Zhang, Jiayi Ma:
ConvMatch: Rethinking Network Design for Two-View Correspondence Learning. AAAI 2023: 3472-3479 - [c67]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: 14613-14622 - [c66]Linshan Wu, Zhun Zhong, Leyuan Fang, Xingxin He, Qiang Liu, Jiayi Ma, Hao Chen:
Sparsely Annotated Semantic Segmentation with Adaptive Gaussian Mixtures. CVPR 2023: 15454-15464 - [c65]Yifan Lu, Jiayi Ma, Leyuan Fang, Xin Tian, Junjun Jiang:
Robust and Scalable Gaussian Process Regression and Its Applications. CVPR 2023: 21950-21959 - [c64]Xunpeng Yi, Han Xu, Hao Zhang, Linfeng Tang, Jiayi Ma:
Diff-Retinex: Rethinking Low-light Image Enhancement with A Generative Diffusion Model. ICCV 2023: 12268-12277 - [c63]Zizhuo Li, Shihua Zhang, Jiayi Ma:
U-Match: Two-view Correspondence Learning with Hierarchy-aware Local Context Aggregation. IJCAI 2023: 1169-1176 - [c62]Xingyu Jiang, Jiayi Ma:
Robust Model Reasoning and Fitting via Dual Sparsity Pursuit. NeurIPS 2023 - [i34]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 abs/2301.08072 (2023) - [i33]Pengwei Liang, Junjun Jiang, Xianming Liu, Jiayi Ma:
Image Deblurring by Exploring In-depth Properties of Transformer. CoRR abs/2303.15198 (2023) - [i32]Zizhuo Li, Jiayi Ma:
Learning Feature Matching via Matchable Keypoint-Assisted Graph Neural Network. CoRR abs/2307.01447 (2023) - [i31]Yuxin Deng, Jiayi Ma:
ResMatch: Residual Attention Learning for Local Feature Matching. CoRR abs/2307.05180 (2023) - [i30]Xunpeng Yi, Han Xu, Hao Zhang, Linfeng Tang, Jiayi Ma:
Diff-Retinex: Rethinking Low-light Image Enhancement with A Generative Diffusion Model. CoRR abs/2308.13164 (2023) - [i29]Hao Wang, Huabing Zhou, Yanduo Zhang, Tao Lu, Jiayi Ma:
Word length-aware text spotting: Enhancing detection and recognition in dense text image. CoRR abs/2312.15690 (2023) - 2022
- [j175]Han Xu, Meiqi Gong, Xin Tian, Jun Huang, Jiayi Ma:
CUFD: An encoder-decoder network for visible and infrared image fusion based on common and unique feature decomposition. Comput. Vis. Image Underst. 218: 103407 (2022) - [j174]Pengwei Liang, Junjun Jiang, Xianming Liu, Jiayi Ma:
BaMBNet: A Blur-Aware Multi-Branch Network for Dual-Pixel Defocus Deblurring. IEEE CAA J. Autom. Sinica 9(5): 878-892 (2022) - [j173]Kaining Zhang, Jiayi Ma, Junjun Jiang:
Loop Closure Detection With Reweighting NetVLAD and Local Motion and Structure Consensus. IEEE CAA J. Autom. Sinica 9(6): 1087-1090 (2022) - [j172]Jiayi Ma, Linfeng Tang, Fan Fan, Jun Huang, Xiaoguang Mei, Yong Ma:
SwinFusion: Cross-domain Long-range Learning for General Image Fusion via Swin Transformer. IEEE CAA J. Autom. Sinica 9(7): 1200-1217 (2022) - [j171]Chengli Peng, Jiayi Ma:
Domain Adaptive Semantic Segmentation via Entropy-Ranking and Uncertain Learning-Based Self-Training. IEEE CAA J. Autom. Sinica 9(8): 1524-1527 (2022) - [j170]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): 2121-2137 (2022) - [j169]Jiayi Ma, Aoxiang Fan, Xingyu Jiang, Guobao Xiao:
Feature Matching via Motion-Consistency Driven Probabilistic Graphical Model. Int. J. Comput. Vis. 130(9): 2249-2264 (2022)