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ORCIDHanqiang Liu 0001
Person information
- affiliation: Shaanxi Normal University, School of Computer Science, Xi'an, China
- affiliation (PhD 2011): Xidian University, Institute of Intelligent Information Processing, Xi'an, China
Other persons with the same name
- Hanqiang Liu 0002 — Shanghai University, Rapid Manufacturing Engineeing Center
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Journal Articles
- 2024
[j40]Feng Zhao, Zihan Tang
, Zhilei Xiao, Hanqiang Liu, JiuLun Fan, Lu Li:
Ensemble CART surrogate-assisted automatic multi-objective rough fuzzy clustering algorithm for unsupervised image segmentation. Eng. Appl. Artif. Intell. 133: 108104 (2024)- [j39]Feng Zhao, Yongheng Li, Hanqiang Liu, Junjie Zhang, Zhenglin Zhu:
Lightweight anchor-free one-level feature indoor personnel detection method based on transformer. Eng. Appl. Artif. Intell. 133: 108176 (2024) - [j38]Hanqiang Liu, Xiao Chen, Feng Zhao:
Learning behavior feature fused deep learning network model for MOOC dropout prediction. Educ. Inf. Technol. 29(3): 3257-3278 (2024) - [j37]Junjie Zhang, Feng Zhao, Hanqiang Liu, Jun Yu:
Data and knowledge-driven deep multiview fusion network based on diffusion model for hyperspectral image classification. Expert Syst. Appl. 249: 123796 (2024) - [j36]Feng Zhao, Xiqun Song, Junjie Zhang, Hanqiang Liu:
Semi-Supervised Co-Training Model Using Convolution and Transformer for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j35]Feng Zhao, Zhenglin Zhu, Hanqiang Liu, Junjie Zhang:
Multiscale Alignment and Progressive Feature Fusion Network for High Resolution Remote Sensing Images Change Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - 2023
- [j34]Feng Zhao, Zihan Tang, Hanqiang Liu, Zhilei Xiao, JiuLun Fan:
A reliable region information driven kriging-assisted multiobjective rough fuzzy clustering algorithm for color image segmentation. Expert Syst. Appl. 228: 120419 (2023) - [j33]Feng Zhao, Junjie Zhang, Zhe Meng, Hanqiang Liu, Zhenhui Chang, Jiulun Fan:
Multiple vision architectures-based hybrid network for hyperspectral image classification. Expert Syst. Appl. 234: 121032 (2023) - [j32]Feng Zhao, Zhilei Xiao, Hanqiang Liu, Zihan Tang, Jiulun Fan:
A knee point driven Kriging-assisted multi-objective robust fuzzy clustering algorithm for image segmentation. Knowl. Based Syst. 271: 110522 (2023) - [j31]Feng Zhao, Shijie Li, Junjie Zhang, Hanqiang Liu:
Convolution Transformer Fusion Splicing Network for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j30]Feng Zhao, Mimi Zhang, Hanqiang Liu:
Multiple population-based multi-objective evolutionary semi-supervised multi-kernel region fuzzy clustering image segmentation. Memetic Comput. 15(4): 451-468 (2023) - 2022
- [j29]Feng Zhao, Yu Liu, Hanqiang Liu, Jiulun Fan:
Broad learning approach to Surrogate-Assisted Multi-Objective evolutionary fuzzy clustering algorithm based on reference points for color image segmentation. Expert Syst. Appl. 200: 117015 (2022) - [j28]Feng Zhao, Hao Hao, Hanqiang Liu:
Robust intuitionistic fuzzy clustering with bias field estimation for noisy image segmentation. Intell. Data Anal. 26(5): 1403-1426 (2022) - [j27]Junjie Zhang, Zhe Meng, Feng Zhao, Hanqiang Liu, Zhenhui Chang:
Convolution Transformer Mixer for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j26]Feng Zhao, Lulu Cao, Hanqiang Liu, Zihan Tang, JiuLun Fan:
Particle Competitive Mechanism Based Multiobjective Rough Clustering Algorithm for Image Segmentation. IEEE Trans. Fuzzy Syst. 30(10): 4127-4141 (2022) - 2021
- [j25]Hanqiang Liu, Feng Zhao:
Multiobjective fuzzy clustering with multiple spatial information for Noisy color image segmentation. Appl. Intell. 51(8): 5280-5298 (2021) - [j24]Feng Zhao, Feifan Liu, Chaoqi Li, Hanqiang Liu, Rong Lan, JiuLun Fan:
Coarse-fine surrogate model driven multiobjective evolutionary fuzzy clustering algorithm with dual memberships for noisy image segmentation. Appl. Soft Comput. 112: 107778 (2021) - [j23]Hanqiang Liu, Yuan Sun, Ning Sun, Feng Zhao:
Just noticeable difference color space consistency spectral clustering based on firefly algorithm for image segmentation. Evol. Intell. 14(4): 1379-1388 (2021) - [j22]Feng Zhao, Junjie Zhang, Zhe Meng, Hanqiang Liu:
Densely Connected Pyramidal Dilated Convolutional Network for Hyperspectral Image Classification. Remote. Sens. 13(17): 3396 (2021) - 2020
- [j21]Wen Xie, Gaini Ma, Feng Zhao, Hanqiang Liu, Lu Zhang:
PolSAR image classification via a novel semi-supervised recurrent complex-valued convolution neural network. Neurocomputing 388: 255-268 (2020) - [j20]Feng Zhao, Min Xie, Hanqiang Liu, Jiulun Fan, Rong Lan, Wen Xie, Yue Zheng:
Adaptive multilevel thresholding based on multiobjective artificial bee colony optimization for noisy image segmentation. J. Intell. Fuzzy Syst. 39(1): 305-323 (2020) - [j19]Feng Zhao, Min Tian, Wen Xie, Hanqiang Liu:
A New Parallel Dual-Channel Fully Convolutional Network Via Semi-Supervised FCM for PolSAR Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 4493-4505 (2020) - [j18]Feng Zhao, Zhe Zeng, Hanqiang Liu, Rong Lan, Jiulun Fan:
Semisupervised Approach to Surrogate-Assisted Multiobjective Kernel Intuitionistic Fuzzy Clustering Algorithm for Color Image Segmentation. IEEE Trans. Fuzzy Syst. 28(6): 1023-1034 (2020) - 2019
- [j17]Feng Zhao, Zhe Zeng, Hanqiang Liu, Jiulun Fan:
A Kriging-Assisted Reference Vector Guided Multi-Objective Evolutionary Fuzzy Clustering Algorithm for Image Segmentation. IEEE Access 7: 21465-21481 (2019) - [j16]Feng Zhao, Yilei Chen, Hanqiang Liu, Jiulun Fan:
Alternate PSO-Based Adaptive Interval Type-2 Intuitionistic Fuzzy C-Means Clustering Algorithm for Color Image Segmentation. IEEE Access 7: 64028-64039 (2019) - [j15]Feng Zhao, Chaoqi Li, Hanqiang Liu, Jiulun Fan:
A multi-objective interval valued fuzzy clustering algorithm with spatial information for noisy image segmentation. J. Intell. Fuzzy Syst. 36(6): 5333-5344 (2019) - [j14]Feng Zhao, Jiulun Fan, Hanqiang Liu, Rong Lan, Chang Wen Chen:
Noise Robust Multiobjective Evolutionary Clustering Image Segmentation Motivated by the Intuitionistic Fuzzy Information. IEEE Trans. Fuzzy Syst. 27(2): 387-401 (2019) - 2018
- [j13]Hanqiang Liu, Feng Zhao, Vipin Chaudhary:
Pareto-based interval type-2 fuzzy c-means with multi-scale JND color histogram for image segmentation. Digit. Signal Process. 76: 75-83 (2018) - [j12]Feng Zhao, Hanqiang Liu, Jiulun Fan, Chang Wen Chen, Rong Lan, Na Li:
Intuitionistic fuzzy set approach to multi-objective evolutionary clustering with multiple spatial information for image segmentation. Neurocomputing 312: 296-309 (2018) - [j11]Hanqiang Liu, Qing Zhang, Feng Zhao:
Interval fuzzy spectral clustering ensemble algorithm for color image segmentation. J. Intell. Fuzzy Syst. 35(5): 5467-5476 (2018) - 2015
- [j10]Feng Zhao, Hanqiang Liu, Jiulun Fan:
A multiobjective spatial fuzzy clustering algorithm for image segmentation. Appl. Soft Comput. 30: 48-57 (2015) - 2014
- [j9]Feng Zhao, Jiulun Fan, Hanqiang Liu:
Optimal-selection-based suppressed fuzzy c-means clustering algorithm with self-tuning non local spatial information for image segmentation. Expert Syst. Appl. 41(9): 4083-4093 (2014) - 2013
- [j8]Feng Zhao, Licheng Jiao, Hanqiang Liu:
Kernel generalized fuzzy c-means clustering with spatial information for image segmentation. Digit. Signal Process. 23(1): 184-199 (2013) - 2012
- [j7]Hanqiang Liu, Feng Zhao, Licheng Jiao:
Fuzzy spectral clustering with robust spatial information for image segmentation. Appl. Soft Comput. 12(11): 3636-3647 (2012) - 2011
- [j6]Feng Zhao, Hanqiang Liu, Licheng Jiao:
Spectral clustering with fuzzy similarity measure. Digit. Signal Process. 21(6): 701-709 (2011) - [j5]Feng Zhao, Licheng Jiao, Hanqiang Liu:
Fuzzy c-means clustering with non local spatial information for noisy image segmentation. Frontiers Comput. Sci. China 5(1): 45-56 (2011) - [j4]Feng Zhao, Licheng Jiao, Hanqiang Liu, Xinbo Gao:
A novel fuzzy clustering algorithm with non local adaptive spatial constraint for image segmentation. Signal Process. 91(4): 988-999 (2011) - 2010
- [j3]Feng Zhao, Licheng Jiao, Hanqiang Liu, Xinbo Gao, Maoguo Gong:
Spectral clustering with eigenvector selection based on entropy ranking. Neurocomputing 73(10-12): 1704-1717 (2010) - [j2]Hanqiang Liu, Licheng Jiao, Feng Zhao:
Non-local spatial spectral clustering for image segmentation. Neurocomputing 74(1-3): 461-471 (2010) - [j1]Hanqiang Liu, Licheng Jiao, Feng Zhao:
Unsupervised texture image segmentation using multilayer data condensation spectral clustering. J. Electronic Imaging 19(3): 031203 (2010)
Conference and Workshop Papers
- 2023
- [c11]Sipei Lu, Hanqiang Liu, Xiangkai Guo:
A ConvMixEst and Multi-attention UNet for Intervertebral Disc Segmentation in Multi-modal MRI. ICIC (5) 2023: 137-146 - [c10]Xiao Chen, Hanqiang Liu, Feng Zhao:
Prediction of MOOCs Dropout Based on IQPSO-PLSTM Model. ICMAI 2023: 7-12 - 2022
- [c9]Zhe Meng, Junjie Zhang, Feng Zhao, Hanqiang Liu, Zhenhui Chang:
Residual Dense Asymmetric Convolutional Neural Network for Hyperspectral Image Classification. IGARSS 2022: 3159-3162 - 2021
- [c8]Feng Zhao, Lin Liu, Lu Zhang, Hanqiang Liu, Yanyang Cheng:
Semi-Supervised PolSAR Image Classification Based on Deep Co-Training with Superpixel Restrained Strategy. IGARSS 2021: 5386-5389 - [c7]Zhiwei Chen, Hanqiang Liu:
2.5D Cascaded Semantic Segmentation for Kidney Tumor Cyst. KiTS@MICCAI 2021: 28-34 - 2020
- [c6]Lu Zhang, Wen Xie, Feng Zhao, Hanqiang Liu, Yiping Duan:
Deep Learning Based Classification Using Semantic Information for Polsar Image. IGARSS 2020: 196-199 - 2019
- [c5]Feng Zhao, Gaini Ma, Wen Xie, Hanqiang Liu:
Semi-supervised recurrent complex-valued convolution neural network for polsar image classification. IGARSS 2019: 1-4 - [c4]Hanqiang Liu, Anqi Pi, Vipin Chaudhary:
Broad Learning-based Intervertebral Discs Localization and Segmentation. ISICDM 2019: 263-268 - 2016
- [c3]Yue Zheng, Feng Zhao, Hanqiang Liu, Jun Wang:
Adaptive Multi-level Thresholding Segmentation Based on Multi-objective Evolutionary Algorithm. ICSI (1) 2016: 606-615 - 2013
- [c2]Feng Zhao, Hanqiang Liu, Jiulun Fan:
A Multiobjective Fuzzy Clustering Algorithm Based on Robust Local Spatial Information for Image Segmentation. IScIDE 2013: 505-512 - 2012
- [c1]Hanqiang Liu, Feng Zhao:
An Adaptive Non Local Spatial Fuzzy Image Segmentation Algorithm. ICIC (1) 2012: 373-378
Informal and Other Publications
- 2018
- [i1]Jianchao Lee, Qiannan Duan, Sifan Bi, Ruen Luo, Yachao Lian, Hanqiang Liu, Ruixing Tian, Jiayuan Chen, Guodong Ma, Jinhong Gao, Zhaoyi Xu:
Machine Learning Promoting Extreme Simplification of Spectroscopy Equipment. CoRR abs/1808.03679 (2018)
Coauthor Index
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