Bo Zhang

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 37

Top Topics

Automatic Extraction

Supervised Learning

Learning Algorithm

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Image Process.

IEEE Signal Process. Lett.

Publications

Junru Luo, Hong Qiao, Bo Zhang
A Minimax Probability Machine for Nondecomposable Performance Measures. IEEE Trans. Neural Networks Learn. Syst. 34 (5) (2023)
Weiwei Liu, Xiangli Nie, Bo Zhang, Xian Sun
Incremental Learning With Open-Set Recognition for Remote Sensing Image Scene Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xiangli Nie, Mingyu Fan, Xiayuan Huang, Wenjing Yang, Bo Zhang, Xiaoshuang Ma
Online Semisupervised Active Classification for Multiview PolSAR Data. IEEE Trans. Cybern. 52 (6) (2022)
Xiaodong Liu, Shixu Meng, Bo Zhang
Modified Sampling Method with Near Field Measurements. SIAM J. Appl. Math. 82 (1) (2022)
Fangfang Dou, Xiaodong Liu, Shixu Meng, Bo Zhang
Data completion algorithms and their applications in inverse acoustic scattering with limited-aperture backscattering data. J. Comput. Phys. 469 (2022)
Zhi Zheng, Xiangli Nie, Bo Zhang
Fine-Grained Continual Learning for SAR Target Recognition. IGARSS (2022)
Junru Luo, Hong Qiao, Bo Zhang
Learning with smooth Hinge losses. Neurocomputing 463 (2021)
Junru Luo, Hong Qiao, Bo Zhang
Learning with Smooth Hinge Losses. CoRR (2021)
Junru Luo, Hong Qiao, Bo Zhang
A Minimax Probability Machine for Non-Decomposable Performance Measures. CoRR (2021)
Xiangli Nie, Shuguang Ding, Xiayuan Huang, Hong Qiao, Bo Zhang, Zhong-Ping Jiang
An Online Multiview Learning Algorithm for PolSAR Data Real-Time Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (1) (2019)
Xia Ji, Xiaodong Liu, Bo Zhang
Phaseless inverse source scattering problem: Phase retrieval, uniqueness and direct sampling methods. J. Comput. Phys. X 1 (2019)
Xiayuan Huang, Xiangli Nie, Hong Qiao, Bo Zhang
A Novel Tensor-Based Feature Extraction Method for Polsar Image Classification. IGARSS (2019)
Xia Ji, Xiaodong Liu, Bo Zhang
Target Reconstruction with a Reference Point Scatterer using Phaseless Far Field Patterns. SIAM J. Imaging Sci. 12 (1) (2019)
Xia Ji, Xiaodong Liu, Bo Zhang
Inverse Acoustic Scattering with Phaseless Far Field Data: Uniqueness, Phase Retrieval, and Direct Sampling Methods. SIAM J. Imaging Sci. 12 (2) (2019)
Xiayuan Huang, Xiangli Nie, Hong Qiao, Bo Zhang
Supervised Polsar Image Classification by Combining Multiple Features. ICIP (2019)
Bo Zhang, Haiwen Zhang
An approximate factorization method for inverse acoustic scattering with phaseless near-field data. CoRR (2019)
Xiayuan Huang, Hong Qiao, Bo Zhang, Xiangli Nie
Supervised Polarimetric SAR Image Classification Using Tensor Local Discriminant Embedding. IEEE Trans. Image Process. 27 (6) (2018)
Peijie Yin, Hong Qiao, Wei Wu, Lu Qi, Yinlin Li, Shanlin Zhong, Bo Zhang
A Novel Biologically Inspired Visual Cognition Model: Automatic Extraction of Semantics, Formation of Integrated Concepts, and Reselection Features for Ambiguity. IEEE Trans. Cogn. Dev. Syst. 10 (2) (2018)
Shuguang Ding, Xiangli Nie, Hong Qiao, Bo Zhang
A Fast Algorithm of Convex Hull Vertices Selection for Online Classification. IEEE Trans. Neural Networks Learn. Syst. 29 (4) (2018)
Xiangli Nie, Yongkang Luo, Hong Qiao, Bo Zhang, Zhong-Ping Jiang
An Incremental Multi-view Active Learning Algorithm for PolSAR Data Classification. ICPR (2018)
Shuguang Ding, Xuanyang Xi, Zhiyong Liu, Hong Qiao, Bo Zhang
A Novel Manifold Regularized Online Semi-supervised Learning Model. Cogn. Comput. 10 (1) (2018)
Fengfu Li, Hong Qiao, Bo Zhang
Discriminatively boosted image clustering with fully convolutional auto-encoders. Pattern Recognit. 83 (2018)
Xiayuan Huang, Xiangli Nie, Wei Wu, Hong Qiao, Bo Zhang
SAR target configuration recognition based on the biologically inspired model. Neurocomputing 234 (2017)
Bo Zhang, Haiwen Zhang
Recovering scattering obstacles by multi-frequency phaseless far-field data. J. Comput. Phys. 345 (2017)
Xiangli Nie, Shuguang Ding, Bo Zhang, Hong Qiao, Xiayuan Huang
Polsar data online classification based on multi-view learning. ICIP (2017)
Fengfu Li, Hong Qiao, Bo Zhang, Xuanyang Xi
Discriminatively Boosted Image Clustering with Fully Convolutional Auto-Encoders. CoRR (2017)
Xiayuan Huang, Bo Zhang, Hong Qiao, Xiangli Nie
Local Discriminant Canonical Correlation Analysis for Supervised PolSAR Image Classification. IEEE Geosci. Remote. Sens. Lett. 14 (11) (2017)
Fengfu Li, Xiayuan Huang, Hong Qiao, Bo Zhang
A New Manifold Distance Measure for Visual Object Categorization. CoRR (2016)
Rui Jiang, Hong Qiao, Bo Zhang
Efficient Fisher Discrimination Dictionary Learning. Signal Process. 128 (2016)
Peijie Yin, Lu Qi, Xuanyang Xi, Bo Zhang, Hong Qiao
NFLB dropout: Improve generalization ability by dropping out the best -A biologically inspired adaptive dropout method for unsupervised learning. IJCNN (2016)
Fengfu Li, Hong Qiao, Bo Zhang
Effective Deterministic Initialization for $k$-Means-Like Methods via Local Density Peaks Searching. CoRR (2016)
Mingyu Fan, Xiaoqin Zhang, Hong Qiao, Bo Zhang
Efficient isometric multi-manifold learning based on the self-organizing method. Inf. Sci. 345 (2016)
Xiangli Nie, Hong Qiao, Bo Zhang, Xiayuan Huang
A Nonlocal TV-Based Variational Method for PolSAR Data Speckle Reduction. IEEE Trans. Image Process. 25 (6) (2016)
Xiangli Nie, Bo Zhang, Yunjin Chen, Hong Qiao
A New Algorithm for Optimizing TV-Based PolSAR Despeckling Model. IEEE Signal Process. Lett. 23 (10) (2016)
Xiayuan Huang, Hong Qiao, Bo Zhang
SAR Target Configuration Recognition Using Tensor Global and Local Discriminant Embedding. IEEE Geosci. Remote. Sens. Lett. 13 (2) (2016)
Peijie Yin, Hong Qiao, Wei Wu, Lu Qi, Yinlin Li, Shanlin Zhong, Bo Zhang
A Novel Biologically Mechanism-Based Visual Cognition Model-Automatic Extraction of Semantics, Formation of Integrated Concepts and Re-selection Features for Ambiguity. CoRR (2016)
Shuguang Ding, Xuanyang Xi, Zhiyong Liu, Hong Qiao, Bo Zhang
A Novel Manifold Regularized Online Semi-supervised Learning Algorithm. ICONIP (1) (2016)
Xiangli Nie, Hong Qiao, Bo Zhang
A Variational Model for PolSAR Data Speckle Reduction Based on the Wishart Distribution. IEEE Trans. Image Process. 24 (4) (2015)
Rui Jiang, Hong Qiao, Bo Zhang
Speeding Up Graph Regularized Sparse Coding by Dual Gradient Ascent. IEEE Signal Process. Lett. 22 (3) (2015)
Mingyu Fan, Nannan Gu, Hong Qiao, Bo Zhang
Dimensionality reduction: An interpretation from manifold regularization perspective. Inf. Sci. 277 (2014)
Di Wang, Hong Qiao, Bo Zhang, Min Wang
Online Support Vector Machine Based on Convex Hull Vertices Selection. IEEE Trans. Neural Networks Learn. Syst. 24 (4) (2013)
Hong Qiao, Peng Zhang, Di Wang, Bo Zhang
An Explicit Nonlinear Mapping for Manifold Learning. IEEE Trans. Cybern. 43 (1) (2013)
Nannan Gu, Mingyu Fan, Hong Qiao, Bo Zhang
Discriminative Sparsity Preserving Projections for Semi-Supervised Dimensionality Reduction. IEEE Signal Process. Lett. 19 (7) (2012)
Mingyu Fan, Hong Qiao, Bo Zhang, Xiaoqin Zhang
Isometric Multi-manifold Learning for Feature Extraction. ICDM (2012)
Min Wang, Hong Qiao, Bo Zhang
A New Algorithm for Robust Pedestrian Tracking Based on Manifold Learning and Feature Selection. IEEE Trans. Intell. Transp. Syst. 12 (4) (2011)
Chuankai Liu, Hong Qiao, Bo Zhang
Stable Sensorless Localization of 3-D Objects. IEEE Trans. Syst. Man Cybern. Part C 41 (6) (2011)
Mingyu Fan, Nannan Gu, Hong Qiao, Bo Zhang
Sparse regularization for semi-supervised classification. Pattern Recognit. 44 (8) (2011)
Peng Zhang, Hong Qiao, Bo Zhang
An improved local tangent space alignment method for manifold learning. Pattern Recognit. Lett. 32 (2) (2011)
Hong Qiao, Peng Zhang, Bo Zhang, Suiwu Zheng
Tracking feature extraction based on manifold learning framework. J. Exp. Theor. Artif. Intell. 23 (1) (2011)
Xiaodong Liu, Bo Zhang
Direct and Inverse Obstacle Scattering Problems in a Piecewise Homogeneous Medium. SIAM J. Appl. Math. 70 (8) (2010)
Hong Qiao, Peng Zhang, Bo Zhang, Suiwu Zheng
Learning an Intrinsic-Variable Preserving Manifold for Dynamic Visual Tracking. IEEE Trans. Syst. Man Cybern. Part B 40 (3) (2010)
Hong Qiao, Peng Zhang, Di Wang, Bo Zhang
An Explicit Nonlinear Mapping for Manifold Learning CoRR (2010)
Di Wang, Bo Zhang, Peng Zhang, Hong Qiao
An online core vector machine with adaptive MEB adjustment. Pattern Recognit. 43 (10) (2010)
Mingyu Fan, Nannan Gu, Hong Qiao, Bo Zhang
Intrinsic dimension estimation of data by principal component analysis CoRR (2010)
Suiwu Zheng, Hong Qiao, Bo Zhang, Peng Zhang
The application of intrinsic variable preserving manifold learning method to tracking multiple people with occlusion reasoning. IROS (2009)
Mingyu Fan, Hong Qiao, Bo Zhang
Intrinsic dimension estimation of manifolds by incising balls. Pattern Recognit. 42 (5) (2009)
Chuankai Liu, Hong Qiao, Bo Zhang
A new practical strategy to localize a 3D object without sensors. IROS (2009)
Mingyu Fan, Hong Qiao, Bo Zhang
Isometric Multi-Manifolds Learning CoRR (2009)
Hong Qiao, Yan-Guo Wang, Bo Zhang
A simple decomposition algorithm for support vector machines with polynomial-time convergence. Pattern Recognit. 40 (9) (2007)
Anhua Wan, Weihua Mao, Hong Qiao, Bo Zhang
Global Asymptotic Stability of Cohen-Grossberg Neural Networks with Multiple Discrete Delays. ICIC (2) (2007)
Anhua Wan, Hong Qiao, Bo Zhang, Weihua Mao
New Results for Global Exponential Stability of Delayed Cohen-Grossberg Neural Networks. ICIC (1) (2006)
Yan-Guo Wang, Hong Qiao, Bo Zhang
Convergence of a New Decomposition Algorithm for Support Vector Machines. ICIC (2) (2006)
Jigen Peng, Zong-Ben Xu, Hong Qiao, Bo Zhang
A critical analysis on global convergence of Hopfield-type neural networks. IEEE Trans. Circuits Syst. I Regul. Pap. (4) (2005)
Hong Qiao, Shaoyan Zhang, Bo Zhang, John A. Keane
Face recognition using SVM decomposition methods. IROS (2004)
Zongben Xu, Hong Qiao, Jigen Peng, Bo Zhang
A comparative study of two modeling approaches in neural networks. Neural Networks 17 (1) (2004)
Hong Qiao, Jigen Peng, Zongben Xu, Bo Zhang
A reference model approach to stability analysis of neural networks. IEEE Trans. Syst. Man Cybern. Part B 33 (6) (2003)