Tianming Zhan

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 50

Top Topics

Change Detection

Image Classification

Graph Embedding

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Multim. Tools Appl.

IEEE Geosci. Remote. Sens. Lett.

Publications

Huapeng Wu, Mengxue Yuan, Tianming Zhan
A hybrid U-shaped and transformer network for change detection in high-resolution remote sensing images. IET Image Process. 18 (5) (2024)
Huapeng Wu, Chenyun Wang, Chenyang Lu, Tianming Zhan
HCT: a hybrid CNN and transformer network for hyperspectral image super-resolution. Multim. Syst. 30 (4) (2024)
Huapeng Wu, Hui Xu, Tianming Zhan
A novel spatial and spectral transformer network for hyperspectral image super-resolution. Multim. Syst. 30 (3) (2024)
Minghua Wan, Chengxu Yan, Tianming Zhan, Hai Tan, Guowei Yang
Robust non-negative supervised low-rank discriminant embedding (NSLRDE) for feature extraction. Int. J. Mach. Learn. Cybern. 14 (6) (2023)
Minghua Wan, Xueyu Chen, Tianming Zhan, Guowei Yang, Hai Tan, Hao Zheng
Low-rank 2D local discriminant graph embedding for robust image feature extraction. Pattern Recognit. 133 (2023)
Le Sun, Feiyang Wu, Chengxun He, Tianming Zhan, Wei Liu, Daopan Zhang
Low-Rank Regularizations With Superpixel Segmentation for Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Minghua Wan, Xueyu Chen, Cairong Zhao, Tianming Zhan, Guowei Yang
A new weakly supervised discrete discriminant hashing for robust data representation. Inf. Sci. 611 (2022)
Minghua Wan, Yu Yao, Tianming Zhan, Guowei Yang
Supervised Low-Rank Embedded Regression (SLRER) for Robust Subspace Learning. IEEE Trans. Circuits Syst. Video Technol. 32 (4) (2022)
Bo Song, Yongsheng Tang, Tianming Zhan, Zebin Wu
BRCN-ERN: A Bidirectional Reconstruction Coding Network and Enhanced Residual Network for Hyperspectral Change Detection. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Tianming Zhan, Zuolin Bi, Huapeng Wu, Chao Xu, Qian Du, Yang Xu, Zebin Wu
A Novel Cross-Scale Octave Network for Hyperspectral and Multispectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Hongmei Ge, Yongsheng Tang, Zuolin Bi, Tianming Zhan, Yang Xu, Aibo Song
MMSRC: A Multidirection Multiscale Spectral-Spatial Residual Network for Hyperspectral Multiclass Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Biqi Wang, Yang Xu, Zebin Wu, Tianming Zhan, Zhihui Wei
Spatial-Spectral Local Domain Adaption for Cross Domain Few Shot Hyperspectral Images Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Minghua Wan, Xueyu Chen, Tianming Zhan, Chao Xu, Guowei Yang, Huiting Zhou
Sparse fuzzy two-dimensional discriminant local preserving projection (SF2DDLPP) for robust image feature extraction. Inf. Sci. 563 (2021)
Minghua Wan, Mengting Ge, Tianming Zhan, Zhangjing Yang, Hao Zheng, Guowei Yang
Sparse Graph Embedding Based on the Fuzzy Set for Image Classification. Complex. 2021 (2021)
Tianming Zhan, Bo Song, Yang Xu, Minghua Wan, Xin Wang, Guowei Yang, Zebin Wu
SSCNN-S: A Spectral-Spatial Convolution Neural Network with Siamese Architecture for Change Detection. Remote. Sens. 13 (5) (2021)
Jingfa Zhang, Yang Xu, Tianming Zhan, Zebin Wu, Zhihui Wei
Anomaly Detection in Hyperspectral Image Using 3D-Convolutional Variational Autoencoder. IGARSS (2021)
Tianming Zhan, Bo Song, Le Sun, Xiuping Jia, Minghua Wan, Guowei Yang, Zebin Wu
TDSSC: A Three-Directions Spectral-Spatial Convolution Neural Network for Hyperspectral Image Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Xiao Chen, Jie Ding, Zhenyu Lu, Tianming Zhan
An Efficient Formal Modeling Framework for Hybrid Cloud-Fog Systems. IEEE Trans. Netw. Sci. Eng. 8 (1) (2021)
Tianming Zhan, Yanwen Sun, Yongsheng Tang, Yang Xu, Zebin Wu
Tensor Regression and Image Fusion-Based Change Detection Using Hyperspectral and Multispectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Guowei Yang, Shaohua Qi, Teng Yu, Minghua Wan, Zhangjing Yang, Tianming Zhan, Fanlong Zhang, Zhihui Lai
SVDTWDD Method for High Correct Recognition Rate Classifier With Appropriate Rejection Recognition Regions. IEEE Access 8 (2020)
Le Sun, Feiyang Wu, Tianming Zhan, Wei Liu, Jin Wang, Byeungwoo Jeon
Weighted Nonlocal Low-Rank Tensor Decomposition Method for Sparse Unmixing of Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Fanlong Zhang, Heyou Chang, Zhangjing Yang, Tianming Zhan, Guowei Yang
Hyperspectral Image Restoration for Non-additive Noise. PRCV (1) (2020)
Tianming Zhan, Zhenyu Lu, Minghua Wan, Guowei Yang
Multiscale Superpixel Kernel-Based Low-Rank Representation for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 17 (9) (2020)
Zhenyu Lu, Yanzhong Bai, Yi Chen, Chunqiu Su, Shanshan Lu, Tianming Zhan, Xunning Hong, Shuihua Wang
The classification of gliomas based on a Pyramid dilated convolution resnet model. Pattern Recognit. Lett. 133 (2020)
Zhenyu Lu, Bin Xu, Le Sun, Tianming Zhan, Songze Tang
3-D Channel and Spatial Attention Based Multiscale Spatial-Spectral Residual Network for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Shenghua Gu, Yi Chen, Fangqing Sheng, Tianming Zhan, Yunjie Chen
A novel method for breast mass segmentation: from superpixel to subpixel segmentation. Mach. Vis. Appl. 30 (7-8) (2019)
Peng Wang, Quanbo Ge, Zhenyu Lu, Tianming Zhan
Dog Face Recognition Algorithm Based on DC-Attention-SSD Neural Network. ICARM (2019)
Xiao Chen, Nigel Thomas, Tianming Zhan, Jie Ding
A Hybrid Task Scheduling Scheme for Heterogeneous Vehicular Edge Systems. IEEE Access 7 (2019)
Zhenyu Lu, Bingjian Lu, Hengde Zhang, You Fu, Yunan Qiu, Tianming Zhan
A method of visibility forecast based on hierarchical sparse representation. J. Vis. Commun. Image Represent. 58 (2019)
Yixuan Wang, Shangdong Zheng, Wei Xu, Yang Xu, Tianming Zhan, Peng Zheng, Zhihui Wei, Zebin Wu
A Stackable Attention-Guided Multi-scale CNN for Number Plate Detection. ICIG (1) (2019)
Le Sun, Fei Yan, Tianming Zhan
Hyperspectral Classification Via Low-Rank Component Induced Spatial-Spectral Kernel. IGARSS (2019)
Zhangjing Yang, Pu Huang, Minghua Wan, Tianming Zhan, Fanlong Zhang, Limin Luo
Discriminant maximum margin projections for face recognition. Multim. Tools Appl. 78 (17) (2019)
Zhenyu Lu, Yunan Qiu, Tianming Zhan
Neutrosophic C-means clustering with local information and noise distance-based kernel metric image segmentation. J. Vis. Commun. Image Represent. 58 (2019)
Ting Ge, Ning Mu, Tianming Zhan, Zhi Chen, Wanrong Gao, Shanxiang Mu
Brain Lesion Segmentation Based on Joint Constraints of Low-Rank Representation and Sparse Representation. Comput. Intell. Neurosci. 2019 (2019)
Tianming Zhan, Minghua Wan, Le Sun, Yang Xu, Guowei Yang, Zhenyu Lu, Zebin Wu
Robust Regression-Based Markov Random Field for Hyperspectral Image Classification. IEEE Access 7 (2019)
Zhenyu Lu, Jia Lu, Quanbo Ge, Tianming Zhan
Multi-object Detection Method based on YOLO and ResNet Hybrid Networks. ICARM (2019)
Minghua Wan, Hao Zheng, Guowei Yang, Tianming Zhan, Wei Huang
Tri-Direction 2D-Fisher Discriminant Analysis (T2D-FDA) for Feature Extraction. IEEE Access 7 (2019)
Zhenyu Lu, Yunan Qiu, Tianming Zhan
Neutrosophic C-means Clustering with Local Information and Noise Distance-Based Kernel Metric Image Segmentation. PCM (1) (2018)
Yudong Zhang, Guihu Zhao, Junding Sun, Xiaosheng Wu, Zhiheng Wang, Hongmin Liu, Vishnuvarthanan Govindaraj, Tianming Zhan, Jianwu Li
Smart pathological brain detection by synthetic minority oversampling technique, extreme learning machine, and Jaya algorithm. Multim. Tools Appl. 77 (17) (2018)
Le Sun, Tianming Zhan, Zebin Wu, Byeungwoo Jeon
A Novel 3D Anisotropic Total Variation Regularized Low Rank Method for Hyperspectral Image Mixed Denoising. ISPRS Int. J. Geo Inf. 7 (10) (2018)
Tianming Zhan, Le Sun, Yang Xu, Guowei Yang, Yan Zhang, Zebin Wu
Hyperspectral Classification via Superpixel Kernel Learning-Based Low Rank Representation. Remote. Sens. 10 (10) (2018)
Le Sun, Tianming Zhan, Zebin Wu, Liang Xiao, Byeungwoo Jeon
Hyperspectral Mixed Denoising via Spectral Difference-Induced Total Variation and Low-Rank Approximation. Remote. Sens. 10 (12) (2018)
Zhangjing Yang, Minghua Wan, Tianming Zhan, Zhihui Lai, Limin Luo, Pu Huang, Jincheng Zhang
Unsupervised multi-manifold linear differential projection(UMLDP) for face recognition. Multim. Tools Appl. 77 (3) (2018)
Tianming Zhan, Fangqing Shen, Xunning Hong, Xihu Wang, Yunjie Chen, Zhenyu Lu, Guowei Yang
A Glioma Segmentation Method Using CoTraining and Superpixel-Based Spatial and Clinical Constraints. IEEE Access 6 (2018)
Xiao Jun Chen, Jia Ke, Tianming Zhan, Wen-Xin Wang, Yongzhao Zhan, Xiaobo Chen, Xin-Ping Song
A cloud computing architecture for characterization and classification of moving object. Multim. Tools Appl. 76 (16) (2017)
Tianming Zhan, Renping Yu, Yu Zheng, Yongzhao Zhan, Liang Xiao, Zhihui Wei
Multimodal spatial-based segmentation framework for white matter lesions in multi-sequence magnetic resonance images. Biomed. Signal Process. Control. 31 (2017)
Yudong Zhang, Xian-Qing Chen, Tianming Zhan, Zhu-Qing Jiao, Yi Sun, Zhi-Min Chen, Yu Yao, Lan-Ting Fang, Yi-Ding Lv, Shuihua Wang
Fractal Dimension Estimation for Developing Pathological Brain Detection System Based on Minkowski-Bouligand Method. IEEE Access 4 (2016)
Yang Xu, Zebin Wu, Fu Xiao, Tianming Zhan, Zhihui Wei
A Target Detection Method Based on Low-Rank Regularized Least Squares Model for Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 13 (8) (2016)
Shuihua Wang, Tianming Zhan, Yi Chen, Yin Zhang, Ming Yang, Huimin Lu, Hainan Wang, Bin Liu, Preetha Phillips
Multiple Sclerosis Detection Based on Biorthogonal Wavelet Transform, RBF Kernel Principal Component Analysis, and Logistic Regression. IEEE Access 4 (2016)
Songze Tang, Haitao Guo, Nan Zhou, Lili Huang, Tianming Zhan
Coupled dictionary learning on common feature space for medical image super resolution. ICIP (2016)
Tianming Zhan, Yang Xu, Le Sun, Zebin Wu, Yongzhao Zhan
Hyperspectral image classification using multilayer superpixel graph and loopy belief propagation. IGARSS (2015)
Tianming Zhan, Yongzhao Zhan, Zhe Liu, Liang Xiao, Zhihui Wei
Automatic method for white matter lesion segmentation based on T1-fluid-attenuated inversion recovery images. IET Comput. Vis. 9 (4) (2015)
Tianming Zhan, Zhihui Wei, Liang Xiao, Ling Qian
A parametric statistic model and fast algorithm for brain MR image segmentation and bias correction. Medical Imaging: Image Processing (2012)