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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
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2020 – today
- 2021
[j93]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)- [j92]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) - [j91]Yansheng Li, Jiayi Ma, Yongjun Zhang:
Image retrieval from remote sensing big data: A survey. Inf. Fusion 67: 94-115 (2021) - [j90]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) - [j89]Junjun Jiang, Qing Ma, Xingyu Jiang, Jiayi Ma:
Ranking list preservation for feature matching. Pattern Recognit. 111: 107665 (2021) - [j88]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) - [j87]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) - [i16]Junjun Jiang, Chenyang Wang, Xianming Liu, Jiayi Ma:
Deep Learning-based Face Super-resolution: A Survey. CoRR abs/2101.03749 (2021) - 2020
- [j86]Jiayi Ma, Yi Zhou:
Infrared and visible image fusion via gradientlet filter. Comput. Vis. Image Underst. 197-198: 103016 (2020) - [j85]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) - [j84]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) - [j83]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) - [j82]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) - [j81]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) - [j80]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) - [j79]Xiaojie Guo, Yu Li, Jiayi Ma, Haibin Ling:
Mutually Guided Image Filtering. IEEE Trans. Pattern Anal. Mach. Intell. 42(3): 694-707 (2020) - [j78]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) - [j77]Chengli Peng, Jiayi Ma:
Semantic segmentation using stride spatial pyramid pooling and dual attention decoder. Pattern Recognit. 107: 107498 (2020) - [j76]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) - [j75]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) - [j74]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) - [j73]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) - [j72]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) - [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 Chiang 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) - [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 - [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)
2010 – 2019
- 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) - [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, A. Murat Tekalp, M. 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, Rajagopalan A. N, Kazutoshi Akita, Greg Shakhnarovic, 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 - [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
- [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) - [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 - [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) - 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) - [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
- [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]