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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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Journal Articles
- 2024
[j235]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)- [j234]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) - [j233]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) - [j232]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) - [j231]Qing Ma, Junjun Jiang, Xianming Liu, Jiayi Ma:
Reciprocal transformer for hyperspectral and multispectral image fusion. Inf. Fusion 104: 102148 (2024) - [j230]Shihua Zhang, Jiayi Ma:
ConvMatch: Rethinking Network Design for Two-View Correspondence Learning. IEEE Trans. Pattern Anal. Mach. Intell. 46(5): 2920-2935 (2024) - [j229]Shunxing Chen, Guobao Xiao, Ziwei Shi, Junwen Guo, Jiayi Ma:
SSL-Net: Sparse semantic learning for identifying reliable correspondences. Pattern Recognit. 146: 110039 (2024) - [j228]Jun Chen, Aoyu Zhu, Yang Yu, Jiayi Ma:
Multiview Stereo via Noise Suppression PatchMatch. IEEE Trans. Instrum. Meas. 73: 1-13 (2024) - [j227]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) - [j226]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) - [j225]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) - [j224]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) - [j223]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) - 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) - 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) - [j168]Guorong Lin, Xin Liu, Fangfang Lin, Guobao Xiao, Jiayi Ma:
RANet: A relation-aware network for two-view correspondence learning. Neurocomputing 488: 547-556 (2022) - [j167]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: 19-28 (2022) - [j166]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: 188-199 (2022) - [j165]Dong Han, Liang Li, Xiaojie Guo, Jiayi Ma:
Multi-exposure image fusion via deep perceptual enhancement. Inf. Fusion 79: 248-262 (2022) - [j164]Linfeng Tang, Jiteng Yuan, Jiayi Ma:
Image fusion in the loop of high-level vision tasks: A semantic-aware real-time infrared and visible image fusion network. Inf. Fusion 82: 28-42 (2022) - [j163]Linfeng Tang, Jiteng Yuan, Hao Zhang, Xingyu Jiang, Jiayi Ma:
PIAFusion: A progressive infrared and visible image fusion network based on illumination aware. Inf. Fusion 83-84: 79-92 (2022) - [j162]Xiaojie Guo, Yang Yang, Chaoyue Wang, Jiayi Ma:
Image dehazing via enhancement, restoration, and fusion: A survey. Inf. Fusion 86-87: 146-170 (2022) - [j161]Huabing Zhou, Jilei Hou, Yanduo Zhang, Jiayi Ma, Haibin Ling:
Unified gradient- and intensity-discriminator generative adversarial network for image fusion. Inf. Fusion 88: 184-201 (2022) - [j160]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: 305-318 (2022) - [j159]Wei Zheng, Ziwei Shi, Guobao Xiao, Jiayi Ma:
Learning Two-View Correspondences and Geometry Using Neighbor-Aware Network. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j158]Xinya Wang, Jiayi Ma, Junjun Jiang, Xiao-Ping Zhang:
Dilated projection correction network based on autoencoder for hyperspectral image super-resolution. Neural Networks 146: 107-119 (2022) - [j157]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): 502-518 (2022) - [j156]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): 2264-2280 (2022) - [j155]Aoxiang Fan, Jiayi Ma, Xingyu Jiang, Haibin Ling:
Efficient Deterministic Search With Robust Loss Functions for Geometric Model Fitting. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 8212-8229 (2022) - [j154]Zizhuo Li, Yong Ma, Xiaoguang Mei, Jun Huang, Jiayi Ma:
Guided neighborhood affine subspace embedding for feature matching. Pattern Recognit. 124: 108489 (2022) - [j153]Shunxing Chen, Linxin Zheng, Guobao Xiao, Zhen Zhong, Jiayi Ma:
CSDA-Net: Seeking reliable correspondences by channel-Spatial difference augment network. Pattern Recognit. 126: 108539 (2022) - [j152]Xingyu Jiang, Yifan Xia, Xiao-Ping Zhang, Jiayi Ma:
Robust image matching via local graph structure consensus. Pattern Recognit. 126: 108588 (2022) - [j151]Huabing Zhou, Zhichao Xu, Yulu Tian, Zhenghong Yu, Yanduo Zhang, Jiayi Ma:
Interpolation-based nonrigid deformation estimation under manifold regularization constraint. Pattern Recognit. 128: 108695 (2022) - [j150]Yi Lin, Jichun Wu, Guobao Xiao, Junwen Guo, Geng Chen, Jiayi Ma:
BSCA-Net: Bit Slicing Context Attention network for polyp segmentation. Pattern Recognit. 132: 108917 (2022) - [j149]Meilong Xu, Linfeng Tang, Hao Zhang, Jiayi Ma:
Infrared and visible image fusion via parallel scene and texture learning. Pattern Recognit. 132: 108929 (2022) - [j148]Xi Gong, Feng Yao, Jiayi Ma, Junjun Jiang, Tao Lu, Yanduo Zhang, Huabing Zhou:
Feature Matching for Remote-Sensing Image Registration via Neighborhood Topological and Affine Consistency. Remote. Sens. 14(11): 2606 (2022) - [j147]Qing Ma, Junjun Jiang, Xianming Liu, Jiayi Ma:
Deep Unfolding Network for Spatiospectral Image Super-Resolution. IEEE Trans. Computational Imaging 8: 28-40 (2022) - [j146]Han Xu, Yucheng Sun, Xiaoguang Mei, Xin Tian, Jiayi Ma:
Attention-Guided Polarization Image Fusion Using Salient Information Distribution. IEEE Trans. Computational Imaging 8: 1117-1130 (2022) - [j145]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: 1223-1236 (2022) - [j144]Ganghui Fan, Yong Ma, Xiaoguang Mei, Fan Fan, Jun Huang, Jiayi Ma:
Hyperspectral Anomaly Detection With Robust Graph Autoencoders. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j143]Meiqi Gong, Jiayi Ma, Han Xu, Xin Tian, Xiao-Ping Zhang:
D2TNet: A ConvLSTM Network With Dual-Direction Transfer for Pan-Sharpening. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j142]Qiwen Jin, Yong Ma, Xiaoguang Mei, Jiayi Ma:
TANet: An Unsupervised Two-Stream Autoencoder Network for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j141]Erting Pan, Yong Ma, Xiaoguang Mei, Fan Fan, Jun Huang, Jiayi Ma:
SQAD: Spatial-Spectral Quasi-Attention Recurrent Network for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j140]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: 1-13 (2022) - [j139]Xin Tian, Yuerong Chen, Changcai Yang, Jiayi Ma:
Variational Pansharpening by Exploiting Cartoon-Texture Similarities. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j138]Xin Tian, Kun Li, Zhongyuan Wang, Jiayi Ma:
VP-Net: An Interpretable Deep Network for Variational Pansharpening. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j137]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: 1-16 (2022) - [j136]Xinya Wang, Qian Hu, Junjun Jiang, Jiayi Ma:
A Group-Based Embedding Learning and Integration Network for Hyperspectral Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j135]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: 1-13 (2022) - [j134]Guobao Xiao, Huan Luo, Kun Zeng, Leyi Wei, Jiayi Ma:
Robust Feature Matching for Remote Sensing Image Registration via Guided Hyperplane Fitting. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j133]Xinyu Ye, Jiayi Ma, Huilin Xiong:
Local Affine Preservation With Motion Consistency for Feature Matching of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j132]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): 3681-3691 (2022) - [j131]Jiayi Ma, Wenjing Gao, Yong Ma, Jun Huang, Fan Fan:
Learning Spatial-Parallax Prior Based on Array Thermal Camera for Infrared Image Enhancement. IEEE Trans. Ind. Informatics 18(10): 6642-6651 (2022) - [j130]Chengli Peng, Jiayi Ma:
High-Quality Wheat Stalk Cross Section Micrograph Measurement via Semantic Segmentation Network. IEEE Trans. Instrum. Meas. 71: 1-11 (2022) - [j129]Qing Ma, Junjun Jiang, Xianming Liu, Jiayi Ma:
Multi-Task Interaction Learning for Spatiospectral Image Super-Resolution. IEEE Trans. Image Process. 31: 2950-2961 (2022) - [j128]Linxin Zheng, Guobao Xiao, Ziwei Shi, Shiping Wang, Jiayi Ma:
MSA-Net: Establishing Reliable Correspondences by Multiscale Attention Network. IEEE Trans. Image Process. 31: 4598-4608 (2022) - [j127]Yifan Xia, Jiayi Ma:
Locality-Guided Global-Preserving Optimization for Robust Feature Matching. IEEE Trans. Image Process. 31: 5093-5108 (2022) - [j126]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): 2350-2365 (2022) - [j125]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): 7896-7909 (2022) - [j124]Jun Chen, Xuejiao Li, Linbo Luo, Jiayi Ma:
Multi-Focus Image Fusion Based on Multi-Scale Gradients and Image Matting. IEEE Trans. Multim. 24: 655-667 (2022) - [j123]Zhenfeng Shao, Gui Cheng, Jiayi Ma, Zhongyuan Wang, Jiaming Wang, Deren Li:
Real-Time and Accurate UAV Pedestrian Detection for Social Distancing Monitoring in COVID-19 Pandemic. IEEE Trans. Multim. 24: 2069-2083 (2022) - [j122]Jiayi Ma, Chengli Peng, Xin Tian, Junjun Jiang:
DBDnet: A Deep Boosting Strategy for Image Denoising. IEEE Trans. Multim. 24: 3157-3168 (2022) - [j121]Junjun Jiang, Jiayi Ma, Xianming Liu:
Multilayer Spectral-Spatial Graphs for Label Noisy Robust Hyperspectral Image Classification. IEEE Trans. Neural Networks Learn. Syst. 33(2): 839-852 (2022) - 2021
- [j120]Jilei Hou, Dazhi Zhang, Wei Wu, Jiayi Ma, Huabing Zhou:
A Generative Adversarial Network for Infrared and Visible Image Fusion Based on Semantic Segmentation. Entropy 23(3): 376 (2021) - [j119]Yuanbin Fu, Jiayi Ma, Xiaojie Guo:
Unsupervised Exemplar-Domain Aware Image-to-Image Translation. Entropy 23(5): 565 (2021) - [j118]Yuanbin Fu, Jiayi Ma, Xiaojie Guo:
A Foreground-Aware Framework for Local Face Attribute Transfer. Entropy 23(5): 615 (2021) - [j117]Jiayi Ma, Xingyu Jiang, Aoxiang Fan, Junjun Jiang, Junchi Yan:
Image Matching from Handcrafted to Deep Features: A Survey. Int. J. Comput. Vis. 129(1): 23-79 (2021) - [j116]Yonghua Zhang, Xiaojie Guo, Jiayi Ma, Wei Liu, Jiawan Zhang:
Beyond Brightening Low-light Images. Int. J. Comput. Vis. 129(4): 1013-1037 (2021) - [j115]Guobao Xiao, Hanzi Wang, Jiayi Ma, David Suter:
Segmentation by Continuous Latent Semantic Analysis for Multi-structure Model Fitting. Int. J. Comput. Vis. 129(7): 2034-2056 (2021) - [j114]Hao Zhang, Jiayi Ma:
SDNet: A Versatile Squeeze-and-Decomposition Network for Real-Time Image Fusion. Int. J. Comput. Vis. 129(10): 2761-2785 (2021) - [j113]Hao Zhang, Zhuliang Le, Zhenfeng Shao, Han Xu, Jiayi Ma:
MFF-GAN: An unsupervised generative adversarial network with adaptive and gradient joint constraints for multi-focus image fusion. Inf. Fusion 66: 40-53 (2021) - [j112]Yansheng Li, Jiayi Ma, Yongjun Zhang:
Image retrieval from remote sensing big data: A survey. Inf. Fusion 67: 94-115 (2021) - [j111]Xingyu Jiang, Jiayi Ma, Guobao Xiao, Zhenfeng Shao, Xiaojie Guo:
A review of multimodal image matching: Methods and applications. Inf. Fusion 73: 22-71 (2021) - [j110]Han Xu, Jiayi Ma:
EMFusion: An unsupervised enhanced medical image fusion network. Inf. Fusion 76: 177-186 (2021) - [j109]Hao Zhang, Han Xu, Xin Tian, Junjun Jiang, Jiayi Ma:
Image fusion meets deep learning: A survey and perspective. Inf. Fusion 76: 323-336 (2021) - [j108]Yuanshu Zhang, Yong Ma, Xiaobing Dai, Hao Li, Xiaoguang Mei, Jiayi Ma:
Locality-constrained sparse representation for hyperspectral image classification. Inf. Sci. 546: 858-870 (2021) - [j107]Xinya Wang, Jiayi Ma, Wenjing Gao, Junjun Jiang:
MPIN: a macro-pixel integration network for light field super-resolution. Frontiers Inf. Technol. Electron. Eng. 22(10): 1299-1310 (2021) - [j106]Yong Ma, Ganghui Fan, Qiwen Jin, Jun Huang, Xiaoguang Mei, Jiayi Ma:
Hyperspectral Anomaly Detection via Integration of Feature Extraction and Background Purification. IEEE Geosci. Remote. Sens. Lett. 18(8): 1436-1440 (2021) - [j105]Chengli Peng, Tian Tian, Chen Chen, Xiaojie Guo, Jiayi Ma:
Bilateral attention decoder: A lightweight decoder for real-time semantic segmentation. Neural Networks 137: 188-199 (2021) - [j104]Jiaming Wang, Zhenfeng Shao, Xiao Huang, Tao Lu, Ruiqian Zhang, Jiayi Ma:
Enhanced image prior for unsupervised remoting sensing super-resolution. Neural Networks 143: 400-412 (2021) - [j103]Junjun Jiang, Qing Ma, Xingyu Jiang, Jiayi Ma:
Ranking list preservation for feature matching. Pattern Recognit. 111: 107665 (2021) - [j102]Guobao Xiao, Shiping Wang, Han Wang, Jiayi Ma:
Mining consistent correspondences using co-occurrence statistics. Pattern Recognit. 119: 108062 (2021) - [j101]Han Xu, Zhuliang Le, Jun Huang, Jiayi Ma:
A Cross-Direction and Progressive Network for Pan-Sharpening. Remote. Sens. 13(15): 3045 (2021) - [j100]Yang Yu, Yong Ma, Xiaoguang Mei, Fan Fan, Jun Huang, Jiayi Ma:
A Spatial-Spectral Feature Descriptor for Hyperspectral Image Matching. Remote. Sens. 13(23): 4912 (2021) - [j99]Peng Gao, Tian Tian, Linfeng Li, Jiayi Ma, Jinwen Tian:
DE-CycleGAN: An Object Enhancement Network for Weak Vehicle Detection in Satellite Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 3403-3414 (2021) - [j98]Jiayi Ma, Zhuliang Le, Xin Tian, Junjun Jiang:
SMFuse: Multi-Focus Image Fusion Via Self-Supervised Mask-Optimization. IEEE Trans. Computational Imaging 7: 309-320 (2021) - [j97]Han Xu, Hao Zhang, Jiayi Ma:
Classification Saliency-Based Rule for Visible and Infrared Image Fusion. IEEE Trans. Computational Imaging 7: 824-836 (2021) - [j96]Hao Zhang, Jiteng Yuan, Xin Tian, Jiayi Ma:
GAN-FM: Infrared and Visible Image Fusion Using GAN With Full-Scale Skip Connection and Dual Markovian Discriminators. IEEE Trans. Computational Imaging 7: 1134-1147 (2021) - [j95]Xingyu Jiang, Jiayi Ma, Aoxiang Fan, Haiping Xu, Geng Lin, Tao Lu, Xin Tian:
Robust Feature Matching for Remote Sensing Image Registration via Linear Adaptive Filtering. IEEE Trans. Geosci. Remote. Sens. 59(2): 1577-1591 (2021) - [j94]Han Xu, Jiayi Ma, Zhenfeng Shao, Hao Zhang, Junjun Jiang, Xiaojie Guo:
SDPNet: A Deep Network for Pan-Sharpening With Enhanced Information Representation. IEEE Trans. Geosci. Remote. Sens. 59(5): 4120-4134 (2021) - [j93]Xin Tian, Mengliang Zhang, Changcai Yang, Jiayi Ma:
FusionNDVI: A Computational Fusion Approach for High-Resolution Normalized Difference Vegetation Index. IEEE Trans. Geosci. Remote. Sens. 59(6): 5258-5271 (2021) - [j92]Guang Hua, Han Liao, Haijian Zhang, Dengpan Ye, Jiayi Ma:
Robust ENF Estimation Based on Harmonic Enhancement and Maximum Weight Clique. IEEE Trans. Inf. Forensics Secur. 16: 3874-3887 (2021) - [j91]Jiayi Ma, Linfeng Tang, Meilong Xu, Hao Zhang, Guobao Xiao:
STDFusionNet: An Infrared and Visible Image Fusion Network Based on Salient Target Detection. IEEE Trans. Instrum. Meas. 70: 1-13 (2021) - [j90]Jiayi Ma, Hao Zhang, Zhenfeng Shao, Pengwei Liang, Han Xu:
GANMcC: A Generative Adversarial Network With Multiclassification Constraints for Infrared and Visible Image Fusion. IEEE Trans. Instrum. Meas. 70: 1-14 (2021) - [j89]Han Xu, Xinya Wang, Jiayi Ma:
DRF: Disentangled Representation for Visible and Infrared Image Fusion. IEEE Trans. Instrum. Meas. 70: 1-13 (2021) - [j88]Weijian Ruan, Chao Liang, Yi Yu, Zheng Wang, Wu Liu, Jun Chen, Jiayi Ma:
Correlation Discrepancy Insight Network for Video Re-identification. ACM Trans. Multim. Comput. Commun. Appl. 16(4): 120:1-120:21 (2021) - 2020
- [j87]Jiayi Ma, Yi Zhou:
Infrared and visible image fusion via gradientlet filter. Comput. Vis. Image Underst. 197-198: 103016 (2020) - [j86]Erting Pan, Xiaoguang Mei, Quande Wang, Yong Ma, Jiayi Ma:
Spectral-spatial classification for hyperspectral image based on a single GRU. Neurocomputing 387: 150-160 (2020) - [j85]Yang Wang, Xiaoguang Mei, Yong Ma, Jun Huang, Fan Fan, Jiayi Ma:
Learning to find reliable correspondences with local neighborhood consensus. Neurocomputing 406: 150-158 (2020) - [j84]Jiayi Ma, Pengwei Liang, Wei Yu, Chen Chen, Xiaojie Guo, Jia Wu, Junjun Jiang:
Infrared and visible image fusion via detail preserving adversarial learning. Inf. Fusion 54: 85-98 (2020) - [j83]Jiayi Ma, Wei Yu, Chen Chen, Pengwei Liang, Xiaojie Guo, Junjun Jiang:
Pan-GAN: An unsupervised pan-sharpening method for remote sensing image fusion. Inf. Fusion 62: 110-120 (2020) - [j82]Jun Chen, Xuejiao Li, Linbo Luo, Xiaoguang Mei, Jiayi Ma:
Infrared and visible image fusion based on target-enhanced multiscale transform decomposition. Inf. Sci. 508: 64-78 (2020) - [j81]Chang Li, Yu Liu, Juan Cheng, Rencheng Song, Jiayi Ma, Chenhong Sui, Xun Chen:
Sparse unmixing of hyperspectral data with bandwise model. Inf. Sci. 512: 1424-1441 (2020) - [j80]Xiaojie Guo, Yu Li, Jiayi Ma, Haibin Ling:
Mutually Guided Image Filtering. IEEE Trans. Pattern Anal. Mach. Intell. 42(3): 694-707 (2020) - [j79]Ji Zhao, Laurent Kneip, Yijia He, Jiayi Ma:
Minimal Case Relative Pose Computation Using Ray-Point-Ray Features. IEEE Trans. Pattern Anal. Mach. Intell. 42(5): 1176-1190 (2020) - [j78]Chengli Peng, Jiayi Ma:
Semantic segmentation using stride spatial pyramid pooling and dual attention decoder. Pattern Recognit. 107: 107498 (2020) - [j77]Xin Tian, Yuerong Chen, Changcai Yang, Xun Gao, Jiayi Ma:
A Variational Pansharpening Method Based on Gradient Sparse Representation. IEEE Signal Process. Lett. 27: 1180-1184 (2020) - [j76]Junjun Jiang, He Sun, Xianming Liu, Jiayi Ma:
Learning Spatial-Spectral Prior for Super-Resolution of Hyperspectral Imagery. IEEE Trans. Computational Imaging 6: 1082-1096 (2020) - [j75]Peng Yi, Zhongyuan Wang, Kui Jiang, Zhenfeng Shao, Jiayi Ma:
Multi-Temporal Ultra Dense Memory Network for Video Super-Resolution. IEEE Trans. Circuits Syst. Video Technol. 30(8): 2503-2516 (2020) - [j74]Junjun Jiang, Yi Yu, Suhua Tang, Jiayi Ma, Akiko Aizawa, Kiyoharu Aizawa:
Context-Patch Face Hallucination Based on Thresholding Locality-Constrained Representation and Reproducing Learning. IEEE Trans. Cybern. 50(1): 324-337 (2020) - [j73]Junjun Jiang, Yi Yu, Zheng Wang, Suhua Tang, Ruimin Hu, Jiayi Ma:
Ensemble Super-Resolution With a Reference Dataset. IEEE Trans. Cybern. 50(11): 4694-4708 (2020) - [j72]Jiayi Ma, Xinya Wang, Junjun Jiang:
Image Superresolution via Dense Discriminative Network. IEEE Trans. Ind. Electron. 67(7): 5687-5695 (2020) - [j71]Jiayi Ma, Hao Zhang, Peng Yi, Zhongyuan Wang:
SCSCN: A Separated Channel-Spatial Convolution Net With Attention for Single-View Reconstruction. IEEE Trans. Ind. Electron. 67(10): 8649-8658 (2020) - [j70]Xingyu Jiang, Jiayi Ma, Junjun Jiang, Xiaojie Guo:
Robust Feature Matching Using Spatial Clustering With Heavy Outliers. IEEE Trans. Image Process. 29: 736-746 (2020) - [j69]Jiayi Ma, Han Xu, Junjun Jiang, Xiaoguang Mei, Xiao-Ping (Steven) Zhang:
DDcGAN: A Dual-Discriminator Conditional Generative Adversarial Network for Multi-Resolution Image Fusion. IEEE Trans. Image Process. 29: 4980-4995 (2020) - [j68]Huabing Zhou, Jiayi Ma, Chiu C. Tan, Yanduo Zhang, Haibin Ling:
Cross-Weather Image Alignment via Latent Generative Model With Intensity Consistency. IEEE Trans. Image Process. 29: 5216-5228 (2020) - [j67]Han Xu, Jiayi Ma, Xiao-Ping (Steven) Zhang:
MEF-GAN: Multi-Exposure Image Fusion via Generative Adversarial Networks. IEEE Trans. Image Process. 29: 7203-7216 (2020) - [j66]Guobao Xiao, Jiayi Ma, Shiping Wang, Changwen Chen:
Deterministic Model Fitting by Local-Neighbor Preservation and Global-Residual Optimization. IEEE Trans. Image Process. 29: 8988-9001 (2020) - 2019
- [j65]Jiayi Ma, Xinya Wang, Yijia He, Xiaoguang Mei, Ji Zhao:
Line-Based Stereo SLAM by Junction Matching and Vanishing Point Alignment. IEEE Access 7: 181800-181811 (2019) - [j64]Jiayi Ma, Ji Zhao, Junjun Jiang, Huabing Zhou, Xiaojie Guo:
Locality Preserving Matching. Int. J. Comput. Vis. 127(5): 512-531 (2019) - [j63]Jiayi Ma, Yong Ma, Chang Li:
Infrared and visible image fusion methods and applications: A survey. Inf. Fusion 45: 153-178 (2019) - [j62]Jiayi Ma, Wei Yu, Pengwei Liang, Chang Li, Junjun Jiang:
FusionGAN: A generative adversarial network for infrared and visible image fusion. Inf. Fusion 48: 11-26 (2019) - [j61]Junjun Jiang, Jiayi Ma, Suhua Tang, Yi Yu, Kiyoharu Aizawa:
Face hallucination through differential evolution parameter map learning with facial structure prior. Inf. Sci. 481: 174-188 (2019) - [j60]Li Peng, Yanduo Zhang, Huabing Zhou, Junjun Jiang, Jiayi Ma:
A non-parametric depth modification model for registration between color and depth images. Multidimens. Syst. Signal Process. 30(3): 1129-1148 (2019) - [j59]Zhi Yang, Wei Yu, Pengwei Liang, Hanqi Guo, Likun Xia, Feng Zhang, Yong Ma, Jiayi Ma:
Deep transfer learning for military object recognition under small training set condition. Neural Comput. Appl. 31(10): 6469-6478 (2019) - [j58]Jiayi Ma, Xingyu Jiang, Junjun Jiang, Yuan Gao:
Feature-guided Gaussian mixture model for image matching. Pattern Recognit. 92: 231-245 (2019) - [j57]Xiaoguang Mei, Erting Pan, Yong Ma, Xiaobing Dai, Jun Huang, Fan Fan, Qinglei Du, Hong Zheng, Jiayi Ma:
Spectral-Spatial Attention Networks for Hyperspectral Image Classification. Remote. Sens. 11(8): 963 (2019) - [j56]Jiahao Wang, Jun Chen, Huihui Xu, Shuaibin Zhang, Xiaoguang Mei, Jun Huang, Jiayi Ma:
Gaussian field estimator with manifold regularization for retinal image registration. Signal Process. 157: 225-235 (2019) - [j55]Yong Ma, Yuanshu Zhang, Xiaoguang Mei, Xiaobing Dai, Jiayi Ma:
Multifeature-Based Discriminative Label Consistent K-SVD for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(12): 4995-5008 (2019) - [j54]Junjun Jiang, Jiayi Ma, Zheng Wang, Chen Chen, Xianming Liu:
Hyperspectral Image Classification in the Presence of Noisy Labels. IEEE Trans. Geosci. Remote. Sens. 57(2): 851-865 (2019) - [j53]Xingyu Jiang, Junjun Jiang, Aoxiang Fan, Zhongyuan Wang, Jiayi Ma:
Multiscale Locality and Rank Preservation for Robust Feature Matching of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 57(9): 6462-6472 (2019) - [j52]Junjun Jiang, Yi Yu, Zheng Wang, Xianming Liu, Jiayi Ma:
Graph-Regularized Locality-Constrained Joint Dictionary and Residual Learning for Face Sketch Synthesis. IEEE Trans. Image Process. 28(2): 628-641 (2019) - [j51]Zhongyuan Wang, Peng Yi, Kui Jiang, Junjun Jiang, Zhen Han, Tao Lu, Jiayi Ma:
Multi-Memory Convolutional Neural Network for Video Super-Resolution. IEEE Trans. Image Process. 28(5): 2530-2544 (2019) - [j50]Jiayi Ma, Xingyu Jiang, Junjun Jiang, Ji Zhao, Xiaojie Guo:
LMR: Learning a Two-Class Classifier for Mismatch Removal. IEEE Trans. Image Process. 28(8): 4045-4059 (2019) - [j49]Jiayi Ma, Jia Wu, Ji Zhao, Junjun Jiang, Huabing Zhou, Quan Z. Sheng:
Nonrigid Point Set Registration With Robust Transformation Learning Under Manifold Regularization. IEEE Trans. Neural Networks Learn. Syst. 30(12): 3584-3597 (2019) - 2018
- [j48]Zhe Liu, Yong Ma, Fan Fan, Jiayi Ma:
Nonuniformity Correction Based on Adaptive Sparse Representation Using Joint Local and Global Constraints Based Learning Rate. IEEE Access 6: 10822-10839 (2018) - [j47]Huabing Zhou, Yuyu Kuang, Zhenghong Yu, Shiqiang Ren, Yanduo Zhang, Tao Lu, Jiayi Ma:
Image Deformation With Vector-Field Interpolation Based on MRLS-TPS. IEEE Access 6: 75886-75898 (2018) - [j46]Tao Lu, Jiaming Wang, Huabing Zhou, Junjun Jiang, Jiayi Ma, Zhongyuan Wang:
Rectangular-Normalized Superpixel Entropy Index for Image Quality Assessment. Entropy 20(12): 947 (2018) - [j45]Xiaoguang Mei, Yong Ma, Chang Li, Fan Fan, Jun Huang, Jiayi Ma:
Robust GBM hyperspectral image unmixing with superpixel segmentation based low rank and sparse representation. Neurocomputing 275: 2783-2797 (2018) - [j44]Qing Ma, Xu Du, Jiahao Wang, Yong Ma, Jiayi Ma:
Robust feature matching via Gaussian field criterion for remote sensing image registration. J. Real Time Image Process. 15(3): 523-536 (2018) - [j43]Yong Ma, Chang Li, Hao Li, Xiaoguang Mei, Jiayi Ma:
Hyperspectral Image Classification With Discriminative Kernel Collaborative Representation and Tikhonov Regularization. IEEE Geosci. Remote. Sens. Lett. 15(4): 587-591 (2018) - [j42]Tian Tian, Chang Li, Jinkang Xu, Jiayi Ma:
Urban Area Detection in Very High Resolution Remote Sensing Images Using Deep Convolutional Neural Networks. Sensors 18(3): 904 (2018) - [j41]Yansheng Li, Yongjun Zhang, Xin Huang, Hu Zhu, Jiayi Ma:
Large-Scale Remote Sensing Image Retrieval by Deep Hashing Neural Networks. IEEE Trans. Geosci. Remote. Sens. 56(2): 950-965 (2018) - [j40]Jiayi Ma, Junjun Jiang, Huabing Zhou, Ji Zhao, Xiaojie Guo:
Guided Locality Preserving Feature Matching for Remote Sensing Image Registration. IEEE Trans. Geosci. Remote. Sens. 56(8): 4435-4447 (2018) - [j39]Junjun Jiang, Jiayi Ma, Chen Chen, Zhongyuan Wang, Zhihua Cai, Lizhe Wang:
SuperPCA: A Superpixelwise PCA Approach for Unsupervised Feature Extraction of Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 56(8): 4581-4593 (2018) - [j38]Haiyan Fan, Chang Li, Yulan Guo, Gangyao Kuang, Jiayi Ma:
Spatial-Spectral Total Variation Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. 56(10): 6196-6213 (2018) - [j37]Yansheng Li, Yongjun Zhang, Xin Huang, Jiayi Ma:
Learning Source-Invariant Deep Hashing Convolutional Neural Networks for Cross-Source Remote Sensing Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 56(11): 6521-6536 (2018) - 2017
- [j36]Jiayi Ma, Ji Zhao:
Robust Topological Navigation via Convolutional Neural Network Feature and Sharpness Measure. IEEE Access 5: 20707-20715 (2017) - [j35]Yong Ma, Jiahao Wang, Huihui Xu, Shuaibin Zhang, Xiaoguang Mei, Jiayi Ma:
Robust Image Feature Matching via Progressive Sparse Spatial Consensus. IEEE Access 5: 24568-24579 (2017) - [j34]Fan Fan, Yong Ma, Chang Li, Xiaoguang Mei, Jun Huang, Jiayi Ma:
Hyperspectral image denoising with superpixel segmentation and low-rank representation. Inf. Sci. 397: 48-68 (2017) - [j33]Jiayi Ma, Junjun Jiang, Chengyin Liu, Yansheng Li:
Feature guided Gaussian mixture model with semi-supervised EM and local geometric constraint for retinal image registration. Inf. Sci. 417: 128-142 (2017) - [j32]Junjun Jiang, Chen Chen, Yi Yu, Xinwei Jiang, Jiayi Ma:
Spatial-Aware Collaborative Representation for Hyperspectral Remote Sensing Image Classification. IEEE Geosci. Remote. Sens. Lett. 14(3): 404-408 (2017) - [j31]Chang Li, Yong Ma, Xiaoguang Mei, Fan Fan, Jun Huang, Jiayi Ma:
Sparse Unmixing of Hyperspectral Data with Noise Level Estimation. Remote. Sens. 9(11): 1166 (2017) - [j30]Junjun Jiang, Jiayi Ma, Chen Chen, Xinwei Jiang, Zheng Wang:
Noise Robust Face Image Super-Resolution Through Smooth Sparse Representation. IEEE Trans. Cybern. 47(11): 3991-4002 (2017) - [j29]Yong Ma, Chang Li, Xiaoguang Mei, Chengyin Liu, Jiayi Ma:
Robust Sparse Hyperspectral Unmixing With ell2, 1 Norm. IEEE Trans. Geosci. Remote. Sens. 55(3): 1227-1239 (2017) - [j28]Yuan Gao, Jiayi Ma, Alan L. Yuille:
Semi-Supervised Sparse Representation Based Classification for Face Recognition With Insufficient Labeled Samples. IEEE Trans. Image Process. 26(5): 2545-2560 (2017) - [j27]Junjun Jiang, Xiang Ma, Chen Chen, Tao Lu, Zhongyuan Wang, Jiayi Ma:
Single Image Super-Resolution via Locally Regularized Anchored Neighborhood Regression and Nonlocal Means. IEEE Trans. Multim. 19(1): 15-26 (2017) - [j26]Junjun Jiang, Chen Chen, Jiayi Ma, Zheng Wang, Zhongyuan Wang, Ruimin Hu:
SRLSP: A Face Image Super-Resolution Algorithm Using Smooth Regression With Local Structure Prior. IEEE Trans. Multim. 19(1): 27-40 (2017) - 2016
- [j25]Yong Ma, Jun Chen, Chen Chen, Fan Fan, Jiayi Ma:
Infrared and visible image fusion using total variation model. Neurocomputing 202: 12-19 (2016) - [j24]Jiayi Ma, Chen Chen, Chang Li, Jun Huang:
Infrared and visible image fusion via gradient transfer and total variation minimization. Inf. Fusion 31: 100-109 (2016) - [j23]Yansheng Li, Yongjun Zhang, Jin-Gang Yu, Yihua Tan, Jinwen Tian, Jiayi Ma:
A novel spatio-temporal saliency approach for robust dim moving target detection from airborne infrared image sequences. Inf. Sci. 369: 548-563 (2016) - [j22]Huabing Zhou, Jiayi Ma, Changcai Yang, Sheng Sun, Renfeng Liu, Ji Zhao:
Nonrigid Feature Matching for Remote Sensing Images via Probabilistic Inference With Global and Local Regularizations. IEEE Geosci. Remote. Sens. Lett. 13(3): 374-378 (2016) - [j21]Jinhui Han, Yong Ma, Jun Huang, Xiaoguang Mei, Jiayi Ma:
An Infrared Small Target Detecting Algorithm Based on Human Visual System. IEEE Geosci. Remote. Sens. Lett. 13(3): 452-456 (2016) - [j20]Chang Li, Yong Ma, Xiaoguang Mei, Chengyin Liu, Jiayi Ma:
Hyperspectral Image Classification With Robust Sparse Representation. IEEE Geosci. Remote. Sens. Lett. 13(5): 641-645 (2016) - [j19]Chang Li, Yong Ma, Jun Huang, Xiaoguang Mei, Chengyin Liu, Jiayi Ma:
GBM-Based Unmixing of Hyperspectral Data Using Bound Projected Optimal Gradient Method. IEEE Geosci. Remote. Sens. Lett. 13(7): 952-956 (2016) - [j18]Jun Chen, Yong Wang, Linbo Luo, Jin-Gang Yu, Jiayi Ma:
Image retrieval based on image-to-class similarity. Pattern Recognit. Lett. 83: 379-387 (2016) - [j17]Chang Li, Yong Ma, Xiaoguang Mei, Chengyin Liu, Jiayi Ma:
Hyperspectral Unmixing with Robust Collaborative Sparse Regression. Remote. Sens. 8(7): 588 (2016) - [j16]Junjun Jiang, Ruimin Hu, Zhongyuan Wang, Zhen Han, Jiayi Ma:
Facial Image Hallucination Through Coupled-Layer Neighbor Embedding. IEEE Trans. Circuits Syst. Video Technol. 26(9): 1674-1684 (2016) - [j15]Jiayi Ma, Ji Zhao, Alan L. Yuille:
Non-Rigid Point Set Registration by Preserving Global and Local Structures. IEEE Trans. Image Process. 25(1): 53-64 (2016) - 2015
- [j14]Ji Zhao, Deyu Meng, Jiayi Ma:
Density-based region search with arbitrary shape for object localisation. IET Comput. Vis. 9(6): 943-949 (2015) - [j13]Jiayi Ma, Ji Zhao, Yong Ma, Jinwen Tian:
Non-rigid visible and infrared face registration via regularized Gaussian fields criterion. Pattern Recognit. 48(3): 772-784 (2015) - [j12]Xiaoguang Mei, Yong Ma, Chang Li, Fan Fan, Jun Huang, Jiayi Ma:
A Real-Time Infrared Ultra-Spectral Signature Classification Method via Spatial Pyramid Matching. Sensors 15(7): 15868-15887 (2015) - [j11]Xiao Sun, Ke Shang, Delie Ming, Jinwen Tian, Jiayi Ma:
A Biologically-Inspired Framework for Contour Detection Using Superpixel-Based Candidates and Hierarchical Visual Cues. Sensors 15(10): 26654-26674 (2015) - [j10]Jun Chen, Jiayi Ma, Changcai Yang, Li Ma, Sheng Zheng:
Non-rigid point set registration via coherent spatial mapping. Signal Process. 106: 62-72 (2015) - [j9]Jiayi Ma, Yong Ma, Ji Zhao, Jinwen Tian:
Image Feature Matching via Progressive Vector Field Consensus. IEEE Signal Process. Lett. 22(6): 767-771 (2015) - [j8]Jiayi Ma, Huabing Zhou, Ji Zhao, Yuan Gao, Junjun Jiang, Jinwen Tian:
Robust Feature Matching for Remote Sensing Image Registration via Locally Linear Transforming. IEEE Trans. Geosci. Remote. Sens. 53(12): 6469-6481 (2015) - [j7]Jiayi Ma, Weichao Qiu, Ji Zhao, Yong Ma, Alan L. Yuille, Zhuowen Tu:
Robust L2E Estimation of Transformation for Non-Rigid Registration. IEEE Trans. Signal Process. 63(5): 1115-1129 (2015) - 2014
- [j6]Jun Chen, Jiayi Ma, Changcai Yang, Jinwen Tian:
Mismatch removal via coherent spatial relations. J. Electronic Imaging 23(4): 043012 (2014) - [j5]Yuan Gao, Jiayi Ma, Ji Zhao, Jinwen Tian, Dazhi Zhang:
A robust and outlier-adaptive method for non-rigid point registration. Pattern Anal. Appl. 17(2): 379-388 (2014) - [j4]Jiayi Ma, Ji Zhao, Jinwen Tian, Alan L. Yuille, Zhuowen Tu:
Robust Point Matching via Vector Field Consensus. IEEE Trans. Image Process. 23(4): 1706-1721 (2014) - [j3]Xiaobai Liu, Qian Xu, Jiayi Ma, Hai Jin, Yanduo Zhang:
MsLRR: A Unified Multiscale Low-Rank Representation for Image Segmentation. IEEE Trans. Image Process. 23(5): 2159-2167 (2014) - 2013
- [j2]Jiayi Ma, Ji Zhao, Jinwen Tian, Xiang Bai, Zhuowen Tu:
Regularized vector field learning with sparse approximation for mismatch removal. Pattern Recognit. 46(12): 3519-3532 (2013) - [j1]Jiayi Ma, Ji Zhao, Jinwen Tian:
Nonrigid Image Deformation Using Moving Regularized Least Squares. IEEE Signal Process. Lett. 20(10): 988-991 (2013)
Conference and Workshop Papers
- 2024
- [c74]Yuxin Deng, Kaining Zhang, Shihua Zhang, Yansheng Li, Jiayi Ma:
ResMatch: Residual Attention Learning for Feature Matching. AAAI 2024: 1501-1509 - [c73]Yuxin Deng, Jiayi Ma:
SDGMNet: Statistic-Based Dynamic Gradient Modulation for Local Descriptor Learning. AAAI 2024: 1510-1518 - [c72]Hebaixu Wang, Meiqi Gong, Xiaoguang Mei, Hao Zhang, Jiayi Ma:
Deep Unfolded Network with Intrinsic Supervision for Pan-Sharpening. AAAI 2024: 5419-5426 - [c71]Yifan Xia, Yifan Lu, Yuan Gao, Jiayi Ma:
Locality Preserving Refinement for Shape Matching with Functional Maps. AAAI 2024: 6207-6215 - [c70]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 - 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 - 2022
- [c61]Junjun Jiang, Chenyang Wang, Xianming Liu, Kui Jiang, Jiayi Ma:
From Less to More: Spectral Splitting and Aggregation Network for Hyperspectral Face Super-Resolution. CVPR Workshops 2022: 266-275 - [c60]Aoxiang Fan, Jiayi Ma, Xin Tian, Xiaoguang Mei, Wei Lin:
Coherent Point Drift Revisited for Non-rigid Shape Matching and Registration. CVPR 2022: 1414-1424 - [c59]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: 8963-8972 - [c58]Han Xu, Jiayi Ma, Jiteng Yuan, Zhuliang Le, Wei Liu:
RFNet: Unsupervised Network for Mutually Reinforcing Multi-modal Image Registration and Fusion. CVPR 2022: 19647-19656 - [c57]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: 266-283 - [c56]Pengwei Liang, Junjun Jiang, Xianming Liu, Jiayi Ma:
Fusion from Decomposition: A Self-Supervised Decomposition Approach for Image Fusion. ECCV (18) 2022: 719-735 - 2021
- [c55]Qingyu Song, Changan Wang, Yabiao Wang, Ying Tai, Chengjie Wang, Jilin Li, Jian Wu, Jiayi Ma:
To Choose or to Fuse? Scale Selection for Crowd Counting. AAAI 2021: 2576-2583 - [c54]Erting Pan, Yong Ma, Xiaoguang Mei, Fan Fan, Jiayi Ma:
Unsupervised Stacked Capsule Autoencoder for Hyperspectral Image Classification. ICASSP 2021: 1825-1829 - [c53]Ganghui Fan, Yong Ma, Jun Huang, Xiaoguang Mei, Jiayi Ma:
Robust Graph Autoencoder for Hyperspectral Anomaly Detection. ICASSP 2021: 1830-1834 - [c52]Qiwen Jin, Yong Ma, Xiaoguang Mei, Hao Li, Jiayi Ma:
UTDN: An Unsupervised Two-Stream Dirichlet-Net for Hyperspectral Unmixing. ICASSP 2021: 1885-1889 - [c51]Zhen Zhong, Guobao Xiao, Linxin Zheng, Yan Lu, Jiayi Ma:
T-Net: Effective Permutation-Equivariant Network for Two-View Correspondence Learning. ICCV 2021: 1930-1939 - [c50]Changan Wang, Qingyu Song, Boshen Zhang, Yabiao Wang, Ying Tai, Xuyi Hu, Chengjie Wang, Jilin Li, Jiayi Ma, Yang Wu:
Uniformity in Heterogeneity: Diving Deep into Count Interval Partition for Crowd Counting. ICCV 2021: 3214-3222 - [c49]Peng Yi, Zhongyuan Wang, Kui Jiang, Junjun Jiang, Tao Lu, Xin Tian, Jiayi Ma:
Omniscient Video Super-Resolution. ICCV 2021: 4409-4418 - [c48]Jiaming Wang, Zhenfeng Shao, Xiao Huang, Tao Lu, Ruiqian Zhang, Jiayi Ma:
Pan-Sharpening Via High-Pass Modification Convolutional Neural Network. ICIP 2021: 1714-1718 - [c47]Xingyu Hu, Junjun Jiang, Xianming Liu, Jiayi Ma:
Zero-Shot Multi-Focus Image Fusion. ICME 2021: 1-6 - [c46]Kun Li, Wei Zhang, Xin Tian, Jiayi Ma, Huabing Zhou, Zhongyuan Wang:
Variation-Net: Interpretable Variation-Inspired Deep Network for Pansharpening. ICME 2021: 1-6 - [c45]Kaining Zhang, Zizhuo Li, Jiayi Ma:
Appearance-based Loop Closure Detection via Bidirectional Manifold Representation Consensus. ICRA 2021: 6811-6817 - [c44]Xinyu Ye, Jiayi Ma:
Visual Place Recognition via Local Affine Preserving Matching. ICRA 2021: 12954-12960 - [c43]Kaining Zhang, Xingyu Jiang, Xiaoguang Mei, Huabing Zhou, Jiayi Ma:
Motion Field Consensus with Locality Preservation: A Geometric Confirmation Strategy for Loop Closure Detection. IROS 2021: 445-451 - 2020
- [c42]Han Xu, Jiayi Ma, Zhuliang Le, Junjun Jiang, Xiaojie Guo:
FusionDN: A Unified Densely Connected Network for Image Fusion. AAAI 2020: 12484-12491 - [c41]Hao Zhang, Han Xu, Yang Xiao, Xiaojie Guo, Jiayi Ma:
Rethinking the Image Fusion: A Fast Unified Image Fusion Network based on Proportional Maintenance of Gradient and Intensity. AAAI 2020: 12797-12804 - [c40]Kui Jiang, Zhongyuan Wang, Peng Yi, Chen Chen, Baojin Huang, Yimin Luo, Jiayi Ma, Junjun Jiang:
Multi-Scale Progressive Fusion Network for Single Image Deraining. CVPR 2020: 8343-8352 - [c39]Yuan Gao, Haoping Bai, Zequn Jie, Jiayi Ma, Kui Jia, Wei Liu:
MTL-NAS: Task-Agnostic Neural Architecture Search Towards General-Purpose Multi-Task Learning. CVPR 2020: 11540-11549 - [c38]Aoxiang Fan, Xingyu Jiang, Yang Wang, Junjun Jiang, Jiayi Ma:
Geometric Estimation via Robust Subspace Recovery. ECCV (22) 2020: 462-478 - [c37]Zhuliang Le, Jun Huang, Fan Fan, Xin Tian, Jiayi Ma:
A Generative Adversarial Network For Medical Image Fusion. ICIP 2020: 370-374 - 2019
- [c36]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:
NTIRE 2019 Challenge on Video Super-Resolution: Methods and Results. CVPR Workshops 2019: 1985-1995 - [c35]Yuan Gao, Jiayi Ma, Mingbo Zhao, Wei Liu, Alan L. Yuille:
NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural Discriminative Dimensionality Reduction. CVPR 2019: 3205-3214 - [c34]Xinya Wang, Jiayi Ma, Junjun Jiang:
Image Super-resolution via Deep Aggregation Network. ICASSP 2019: 1747-1751 - [c33]Xingyu Jiang, Jiayi Ma, Jun Chen:
Progressive Filtering for Feature Matching. ICASSP 2019: 2217-2221 - [c32]Peng Yi, Zhongyuan Wang, Kui Jiang, Junjun Jiang, Jiayi Ma:
Progressive Fusion Video Super-Resolution Network via Exploiting Non-Local Spatio-Temporal Correlations. ICCV 2019: 3106-3115 - [c31]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:
AIM 2019 Challenge on Video Extreme Super-Resolution: Methods and Results. ICCV Workshops 2019: 3467-3475 - [c30]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:
AIM 2019 Challenge on Image Extreme Super-Resolution: Methods and Results. ICCV Workshops 2019: 3556-3564 - [c29]Erting Pan, Yong Ma, Xiaoguang Mei, Xiaobing Dai, Fan Fan, Xin Tian, Jiayi Ma:
Spectral-Spatial Classification of Hyperspectral Image based on a Joint Attention Network. IGARSS 2019: 413-416 - [c28]Erting Pan, Yong Ma, Xiaobing Dai, Fan Fan, Jun Huang, Xiaoguang Mei, Jiayi Ma:
GRU with Spatial Prior for Hyperspectral Image Classification. IGARSS 2019: 967-970 - [c27]Han Xu, Pengwei Liang, Wei Yu, Junjun Jiang, Jiayi Ma:
Learning a Generative Model for Fusing Infrared and Visible Images via Conditional Generative Adversarial Network with Dual Discriminators. IJCAI 2019: 3954-3960 - 2018
- [c26]Junjun Jiang, Yi Yu, Zheng Wang, Jiayi Ma:
Residual Learning for Face Sketch Synthesis. ICASSP 2018: 1952-1956 - [c25]Junjun Jiang, Qing Ma, Tao Lu, Zhongyuan Wang, Jiayi Ma:
Feature Matching Based on Top K Rank Similarity. ICASSP 2018: 2316-2320 - [c24]Jiayi Ma, Ji Zhao, Junjun Jiang, Huabing Zhou, Yu Zhou, Zheng Wang, Xiaojie Guo:
Visual Homing via Guided Locality Preserving Matching. ICRA 2018: 7254-7261 - [c23]Junjun Jiang, Yi Yu, Jinhui Hu, Suhua Tang, Jiayi Ma:
Deep CNN Denoiser and Multi-layer Neighbor Component Embedding for Face Hallucination. IJCAI 2018: 771-778 - 2017
- [c22]Jiayi Ma, Ji Zhao, Junjun Jiang, Huabing Zhou:
Non-Rigid Point Set Registration with Robust Transformation Estimation under Manifold Regularization. AAAI 2017: 4218-4224 - [c21]Huabing Zhou, Yuyu Kuang, Zhenghong Yu, Shiqiang Ren, Anna Dai, Yanduo Zhang, Tao Lu, Jiayi Ma:
Non-rigid image deformation algorithm based on MRLS-TPS. ICIP 2017: 2269-2273 - [c20]Li Peng, Yanduo Zhang, Huabing Zhou, Deng Chen, Zhenghong Yu, Junjun Jiang, Jiayi Ma:
A unified model for improving depth accuracy in kinect sensor. ICME 2017: 223-228 - [c19]Junjun Jiang, Yi Yu, Suhua Tang, Jiayi Ma, Guo-Jun Qi, Akiko Aizawa:
Context-patch based face hallucination via thresholding locality-constrained representation and reproducing learning. ICME 2017: 469-474 - [c18]Huabing Zhou, Jiayi Ma, Yanduo Zhang, Zhenghong Yu, Shiqiang Ren, Deng Chen:
Feature guided non-rigid image/surface deformation via moving least squares with manifold regularization. ICME 2017: 1063-1068 - [c17]Jiayi Ma, Ji Zhao, Hanqi Guo, Junjun Jiang, Huabing Zhou, Yuan Gao:
Locality Preserving Matching. IJCAI 2017: 4492-4498 - [c16]Ji Zhao, Jiayi Ma:
Visual homing by robust interpolation for sparse motion flow. IROS 2017: 1282-1288 - [c15]Xiaojie Guo, Yu Li, Jiayi Ma:
Mutually Guided Image Filtering. ACM Multimedia 2017: 1283-1290 - [c14]Zheng Wang, Ruimin Hu, Yi Yu, Junjun Jiang, Jiayi Ma, Shin'ichi Satoh:
Statistical Inference of Gaussian-Laplace Distribution for Person Verification. ACM Multimedia 2017: 1609-1617 - 2016
- [c13]Jiayi Ma, Chang Li, Yong Ma, Zhongyuan Wang:
Hyperspectral image denoising based on low-rank representation and superpixel segmentation. ICIP 2016: 3086-3090 - [c12]Jiayi Ma, Junjun Jiang, Yuan Gao, Jun Chen, Chengyin Liu:
Robust image matching via feature guided Gaussian mixture model. ICME 2016: 1-6 - [c11]Jiayi Ma, Jun Chen, Yong Ma:
Registration of remote sensing images with non-rigid distortions. IGARSS 2016: 2795-2798 - [c10]Yong Ma, Chang Li, Jiayi Ma:
Robust sparse unmixing of hyperspectral data. IGARSS 2016: 6193-6196 - [c9]Junjun Jiang, Jiayi Ma, Chen Chen, Zhongyuan Wang, Tao Lu:
Smooth sparse representation for noise robust face super-resolution. VCIP 2016: 1-4 - [c8]Chang Li, Yong Ma, Yuan Gao, Zhongyuan Wang, Jiayi Ma:
Sparse unmixing of hyperspectral data based on robust linear mixing model. VCIP 2016: 1-4 - [c7]Ya Lu, Ji Zhao, Jiayi Ma:
Object localization by density-based spatial clustering. VCIP 2016: 1-4 - [c6]Jiayi Ma, Junjun Jiang, Jun Chen, Chengyin Liu, Chang Li:
Multimodal retinal image registration using edge map and feature guided Gaussian mixture model. VCIP 2016: 1-4 - [c5]Jiayi Ma, Junjun Jiang, Chang Li:
Hyperspectral image denoising with segmentation-based low rank representation. VCIP 2016: 1-4 - 2013
- [c4]Jiayi Ma, Ji Zhao, Jinwen Tian, Zhuowen Tu, Alan L. Yuille:
Robust Estimation of Nonrigid Transformation for Point Set Registration. CVPR 2013: 2147-2154 - [c3]Tian Tian, Ishwar K. Sethi, Delie Ming, Yun Zhang, Jiayi Ma:
LIPID: Local Image Permutation Interval Descriptor. ICMLA (2) 2013: 513-518 - 2012
- [c2]Jiayi Ma, Ji Zhao, Yu Zhou, Jinwen Tian:
Mismatch removal via coherent spatial mapping. ICIP 2012: 1-4 - 2011
- [c1]Ji Zhao, Jiayi Ma, Jinwen Tian, Jie Ma, Dazhi Zhang:
A robust method for vector field learning with application to mismatch removing. CVPR 2011: 2977-2984
Informal and Other Publications
- 2024
- [i37]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) - [i36]Guobao Xiao, Jun Yu, Jiayi Ma, Deng-Ping Fan, Ling Shao:
Latent Semantic Consensus For Deterministic Geometric Model Fitting. CoRR abs/2403.06444 (2024) - [i35]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) - 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
- [i28]Youming Deng, Yansheng Li, Yongjun Zhang, Xiang Xiang, Jian Wang, Jingdong Chen, Jiayi Ma:
Hierarchical Memory Learning for Fine-Grained Scene Graph Generation. CoRR abs/2203.06907 (2022) - [i27]Yuxin Deng, Jiayi Ma:
ReDFeat: Recoupling Detection and Description for Multimodal Feature Learning. CoRR abs/2205.07439 (2022) - 2021
- [i26]Junjun Jiang, Chenyang Wang, Xianming Liu, Jiayi Ma:
Deep Learning-based Face Super-resolution: A Survey. CoRR abs/2101.03749 (2021) - [i25]Peng Yi, Zhongyuan Wang, Kui Jiang, Junjun Jiang, Tao Lu, Xin Tian, Jiayi Ma:
Omniscient Video Super-Resolution. CoRR abs/2103.15683 (2021) - [i24]Yuanbin Fu, Xiaojie Guo, Qiming Hu, Di Lin, Jiayi Ma, Haibin Ling:
Hierarchical Image Peeling: A Flexible Scale-space Filtering Framework. CoRR abs/2104.01534 (2021) - [i23]Jiaming Wang, Zhenfeng Shao, Xiao Huang, Tao Lu, Ruiqian Zhang, Jiayi Ma:
Pan-sharpening via High-pass Modification Convolutional Neural Network. CoRR abs/2105.11576 (2021) - [i22]Pengwei Liang, Junjun Jiang, Xianming Liu, Jiayi Ma:
BaMBNet: A Blur-aware Multi-branch Network for Defocus Deblurring. CoRR abs/2105.14766 (2021) - [i21]Jiayi Ma, Yuxin Deng:
SDGMNet: Statistic-based Dynamic Gradient Modulation for Local Descriptor Learning. CoRR abs/2106.04434 (2021) - [i20]Changan Wang, Qingyu Song, Boshen Zhang, Yabiao Wang, Ying Tai, Xuyi Hu, Chengjie Wang, Jilin Li, Jiayi Ma, Yang Wu:
Uniformity in Heterogeneity: Diving Deep into Count Interval Partition for Crowd Counting. CoRR abs/2107.12619 (2021) - [i19]Junjun Jiang, Chenyang Wang, Kui Jiang, Xianming Liu, Jiayi Ma:
Spectral Splitting and Aggregation Network for Hyperspectral Face Super-Resolution. CoRR abs/2108.13584 (2021) - [i18]Yuanzhi Wang, Tao Lu, Yanduo Zhang, Junjun Jiang, Jiaming Wang, Zhongyuan Wang, Jiayi Ma:
TANet: A new Paradigm for Global Face Super-resolution via Transformer-CNN Aggregation Network. CoRR abs/2109.08174 (2021) - [i17]Qing Ma, Junjun Jiang, Xianming Liu, Jiayi Ma:
Learning A 3D-CNN and Transformer Prior for Hyperspectral Image Super-Resolution. CoRR abs/2111.13923 (2021) - [i16]Gang Wu, Junjun Jiang, Xianming Liu, Jiayi Ma:
A Practical Contrastive Learning Framework for Single Image Super-Resolution. CoRR abs/2111.13924 (2021) - 2020
- [i15]Kui Jiang, Zhongyuan Wang, Peng Yi, Chen Chen, Baojin Huang, Yimin Luo, Jiayi Ma, Junjun Jiang:
Multi-Scale Progressive Fusion Network for Single Image Deraining. CoRR abs/2003.10985 (2020) - [i14]Yuan Gao, Haoping Bai, Zequn Jie, Jiayi Ma, Kui Jia, Wei Liu:
MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning. CoRR abs/2003.14058 (2020) - [i13]Junjun Jiang, He Sun, Xianming Liu, Jiayi Ma:
Learning Spatial-Spectral Prior for Super-Resolution of Hyperspectral Imagery. CoRR abs/2005.08752 (2020) - [i12]Guang Hua, Han Liao, Haijian Zhang, Dengpan Ye, Jiayi Ma:
Robust ENF Estimation Based on Harmonic Enhancement and Maximum Weight Clique. CoRR abs/2011.03414 (2020) - 2019
- [i11]Xiaojie Guo, Siyuan Li, Jiawan Zhang, Jiayi Ma, Lin Ma, Wei Liu, Haibin Ling:
PFLD: A Practical Facial Landmark Detector. CoRR abs/1902.10859 (2019) - [i10]Junjun Jiang, Yi Yu, Zheng Wang, Suhua Tang, Ruimin Hu, Jiayi Ma:
Ensemble Super-Resolution with A Reference Dataset. CoRR abs/1905.04696 (2019) - [i9]Yuanbin Fu, Jiayi Ma, Lin Ma, Xiaojie Guo:
EDIT: Exemplar-Domain Aware Image-to-Image Translation. CoRR abs/1911.10520 (2019) - [i8]Yang Yang, Xiaojie Guo, Jiayi Ma, Lin Ma, Haibin Ling:
LaFIn: Generative Landmark Guided Face Inpainting. CoRR abs/1911.11394 (2019) - 2018
- [i7]Yuan Gao, Qi She, Jiayi Ma, Mingbo Zhao, Wei Liu, Alan L. Yuille:
NDDR-CNN: Layer-wise Feature Fusing in Multi-Task CNN by Neural Discriminative Dimensionality Reduction. CoRR abs/1801.08297 (2018) - [i6]Junjun Jiang, Jiayi Ma, Chen Chen, Zhongyuan Wang, Zhihua Cai, Lizhe Wang:
SuperPCA: A Superpixelwise PCA Approach for Unsupervised Feature Extraction of Hyperspectral Imagery. CoRR abs/1806.09807 (2018) - [i5]Junjun Jiang, Yi Yu, Jinhui Hu, Suhua Tang, Jiayi Ma:
Deep CNN Denoiser and Multi-layer Neighbor Component Embedding for Face Hallucination. CoRR abs/1806.10726 (2018) - [i4]Junjun Jiang, Yi Yu, Suhua Tang, Jiayi Ma, Akiko Aizawa, Kiyoharu Aizawa:
Context-Patch Face Hallucination Based on Thresholding Locality-constrained Representation and Reproducing Learning. CoRR abs/1809.00665 (2018) - [i3]Junjun Jiang, Jiayi Ma, Zheng Wang, Chen Chen, Xianming Liu:
Hyperspectral Image Classification in the Presence of Noisy Labels. CoRR abs/1809.04212 (2018) - 2016
- [i2]Yuan Gao, Jiayi Ma, Alan L. Yuille:
Semi-Supervised Sparse Representation Based Classification for Face Recognition with Insufficient Labeled Samples. CoRR abs/1609.03279 (2016) - 2014
- [i1]Ji Zhao, Deyu Meng, Jiayi Ma:
Density-Based Region Search with Arbitrary Shape for Object Localization. CoRR abs/1410.6447 (2014)
Coauthor Index
[j231] [j223] [j222] [j219] [j217] [j211] [j206] [j174] [j173] [j166] [j158] [j157] [j156] [j148] [j147] [j145] [j136] [j135] [j129] [j122] [j121] [j117] [j109] [j107] [j103] [j98] [j94] [j84] [j83] [j76] [j74] [j73] [j72] [j70] [j69] [j64] [j62] [j61] [j60] [j58] [j54] [j53] [j52] [j51] [j50] [j49] [j46] [j40] [j39] [j33] [j32] [j30] [j27] [j26] [j16] [j8] [c65] [c61] [c56] [c49] [c47] [c42] [c40] [c38] [c36] [c34] [c32] [c31] [c30] [c27] [c26] [c25] [c24] [c23] [c22] [c20] [c19] [c17] [c14] [c12] [c9] [c6] [c5] [i33] [i26] [i25] [i22] [i19] [i18] [i17] [i16] [i15] [i13] [i10] [i6] [i5] [i4] [i3]
[j226] [j216] [j202] [j198] [j192] [j191] [j177] [j176] [j172] [j170] [j160] [j154] [j144] [j142] [j141] [j140] [j131] [j108] [j106] [j100] [j86] [j85] [j63] [j59] [j57] [j55] [j48] [j45] [j44] [j43] [j35] [j34] [j31] [j29] [j25] [j21] [j20] [j19] [j17] [j13] [j12] [j9] [j7] [c54] [c53] [c52] [c29] [c28] [c13] [c11] [c10] [c8]
[j235] [j216] [j202] [j198] [j192] [j191] [j177] [j176] [j172] [j160] [j154] [j146] [j145] [j144] [j142] [j141] [j132] [j125] [j108] [j106] [j100] [j86] [j85] [j82] [j69] [j65] [j57] [j56] [j55] [j45] [j43] [j35] [j34] [j31] [j29] [j21] [j20] [j19] [j17] [j12] [c72] [c60] [c54] [c53] [c52] [c43] [c29] [c28]
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