Tianming Zhan

Orcid: 0000-0001-5030-3032

According to our database1, Tianming Zhan authored at least 50 papers between 2012 and 2024.

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Bibliography

2024
A hybrid U-shaped and transformer network for change detection in high-resolution remote sensing images.
IET Image Process., 2024

2023
Robust non-negative supervised low-rank discriminant embedding (NSLRDE) for feature extraction.
Int. J. Mach. Learn. Cybern., June, 2023

Low-rank 2D local discriminant graph embedding for robust image feature extraction.
Pattern Recognit., 2023

2022
A Novel Cross-Scale Octave Network for Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens., 2022

Spatial-Spectral Local Domain Adaption for Cross Domain Few Shot Hyperspectral Images Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Supervised Low-Rank Embedded Regression (SLRER) for Robust Subspace Learning.
IEEE Trans. Circuits Syst. Video Technol., 2022

MMSRC: A Multidirection Multiscale Spectral-Spatial Residual Network for Hyperspectral Multiclass Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Weighted Collaborative Sparse and L<sub>1/2</sub> Low-Rank Regularizations With Superpixel Segmentation for Hyperspectral Unmixing.
IEEE Geosci. Remote. Sens. Lett., 2022

BRCN-ERN: A Bidirectional Reconstruction Coding Network and Enhanced Residual Network for Hyperspectral Change Detection.
IEEE Geosci. Remote. Sens. Lett., 2022

A new weakly supervised discrete discriminant hashing for robust data representation.
Inf. Sci., 2022

2021
An Efficient Formal Modeling Framework for Hybrid Cloud-Fog Systems.
IEEE Trans. Netw. Sci. Eng., 2021

Tensor Regression and Image Fusion-Based Change Detection Using Hyperspectral and Multispectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

TDSSC: A Three-Directions Spectral-Spatial Convolution Neural Network for Hyperspectral Image Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

SSCNN-S: A Spectral-Spatial Convolution Neural Network with Siamese Architecture for Change Detection.
Remote. Sens., 2021

Sparse fuzzy two-dimensional discriminant local preserving projection (SF2DDLPP) for robust image feature extraction.
Inf. Sci., 2021

Sparse Graph Embedding Based on the Fuzzy Set for Image Classification.
Complex., 2021

Anomaly Detection in Hyperspectral Image Using 3D-Convolutional Variational Autoencoder.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Weighted Nonlocal Low-Rank Tensor Decomposition Method for Sparse Unmixing of Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

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., 2020

The classification of gliomas based on a Pyramid dilated convolution resnet model.
Pattern Recognit. Lett., 2020

Multiscale Superpixel Kernel-Based Low-Rank Representation for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2020

SVDTWDD Method for High Correct Recognition Rate Classifier With Appropriate Rejection Recognition Regions.
IEEE Access, 2020

Hyperspectral Image Restoration for Non-additive Noise.
Proceedings of the Pattern Recognition and Computer Vision, Third Chinese Conference, 2020

2019
A novel method for breast mass segmentation: from superpixel to subpixel segmentation.
Mach. Vis. Appl., 2019

Discriminant maximum margin projections for face recognition.
Multim. Tools Appl., 2019

Neutrosophic C-means clustering with local information and noise distance-based kernel metric image segmentation.
J. Vis. Commun. Image Represent., 2019

A method of visibility forecast based on hierarchical sparse representation.
J. Vis. Commun. Image Represent., 2019

Brain Lesion Segmentation Based on Joint Constraints of Low-Rank Representation and Sparse Representation.
Comput. Intell. Neurosci., 2019

Robust Regression-Based Markov Random Field for Hyperspectral Image Classification.
IEEE Access, 2019

Tri-Direction 2D-Fisher Discriminant Analysis (T2D-FDA) for Feature Extraction.
IEEE Access, 2019

A Hybrid Task Scheduling Scheme for Heterogeneous Vehicular Edge Systems.
IEEE Access, 2019

Hyperspectral Classification Via Low-Rank Component Induced Spatial-Spectral Kernel.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

A Stackable Attention-Guided Multi-scale CNN for Number Plate Detection.
Proceedings of the Image and Graphics - 10th International Conference, 2019

Dog Face Recognition Algorithm Based on DC-Attention-SSD Neural Network.
Proceedings of the 4th IEEE International Conference on Advanced Robotics and Mechatronics, 2019

Multi-object Detection Method based on YOLO and ResNet Hybrid Networks.
Proceedings of the 4th IEEE International Conference on Advanced Robotics and Mechatronics, 2019

2018
Hyperspectral Classification via Superpixel Kernel Learning-Based Low Rank Representation.
Remote. Sens., 2018

Hyperspectral Mixed Denoising via Spectral Difference-Induced Total Variation and Low-Rank Approximation.
Remote. Sens., 2018

Smart pathological brain detection by synthetic minority oversampling technique, extreme learning machine, and Jaya algorithm.
Multim. Tools Appl., 2018

Unsupervised multi-manifold linear differential projection(UMLDP) for face recognition.
Multim. Tools Appl., 2018

A Novel 3D Anisotropic Total Variation Regularized Low Rank Method for Hyperspectral Image Mixed Denoising.
ISPRS Int. J. Geo Inf., 2018

A Glioma Segmentation Method Using CoTraining and Superpixel-Based Spatial and Clinical Constraints.
IEEE Access, 2018

2017
A cloud computing architecture for characterization and classification of moving object.
Multim. Tools Appl., 2017

Multimodal spatial-based segmentation framework for white matter lesions in multi-sequence magnetic resonance images.
Biomed. Signal Process. Control., 2017

2016
A Target Detection Method Based on Low-Rank Regularized Least Squares Model for Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett., 2016

Fractal Dimension Estimation for Developing Pathological Brain Detection System Based on Minkowski-Bouligand Method.
IEEE Access, 2016

Multiple Sclerosis Detection Based on Biorthogonal Wavelet Transform, RBF Kernel Principal Component Analysis, and Logistic Regression.
IEEE Access, 2016

Coupled dictionary learning on common feature space for medical image super resolution.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015
Automatic method for white matter lesion segmentation based on T1-fluid-attenuated inversion recovery images.
IET Comput. Vis., 2015

Hyperspectral image classification using multilayer superpixel graph and loopy belief propagation.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2012
A parametric statistic model and fast algorithm for brain MR image segmentation and bias correction.
Proceedings of the Medical Imaging 2012: Image Processing, 2012


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