Zhenbing Liu

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 72

Top Topics

Image Classification

Convolutional Neural Networks

Image Super Resolution

Top Venues

Comput. Electr. Eng.

Multim. Tools Appl.

Publications

Huayi Zhu, Heshan Wu, Dongmei He, Rushi Lan, Zhenbing Liu, Xipeng Pan
AcFusion: Infrared and Visible Image Fusion Based on Self-Attention and Convolution With Enhanced Information Extraction. IEEE Trans. Consumer Electron. 70 (1) (2024)
Xipeng Pan, Feihu Hou, Zhenbing Liu, Siyang Feng, Rushi Lan
EOFD-Net: Edge Optimization and Feature Denoising for Weakly Supervised Deep Nuclei Segmentation with Point Annotations. ICASSP (2024)
Huadeng Wang, Jiejiang Yu, Bingbing Li, Xipeng Pan, Zhenbing Liu, Rushi Lan, Xiaonan Luo
Gland segmentation via dual encoders and boundary-enhanced attention. CoRR (2024)
Zhenbing Liu, Junfeng Hou, Xipeng Pan, Ruojie Zhang, Zhenwei Shi
PA-Net: A phase attention network fusing venous and arterial phase features of CT images for liver tumor segmentation. Comput. Methods Programs Biomed. 244 (2024)
Haoxiang Lu, Zhenbing Liu, Xipeng Pan, Rushi Lan, Wenhao Wang
Enhancing infrared images via multi-resolution contrast stretching and adaptive multi-scale detail boosting. Vis. Comput. 40 (1) (2024)
Yingxin Huang, Zhenbing Liu, Haoxiang Lu, Wenhao Wang, Rushi Lan
Brighten up Images via Dual-Branch Structure-Texture Awareness Feature Interaction. IEEE Signal Process. Lett. 31 (2024)
Huadeng Wang, Wenbin Zuo, Bingbing Li, Xipeng Pan, Zhenbing Liu, Rushi Lan, Xiaonan Luo
Dilation-Supervised Learning: A Novel Strategy for Scale Difference in Retinal Vessel Segmentation. IEEE Trans. Artif. Intell. 5 (4) (2024)
Huadeng Wang, Jiejiang Yu, Bingbing Li, Xipeng Pan, Zhenbing Liu, Rushi Lan, Xiaonan Luo
Gland Segmentation Via Dual Encoders and Boundary-Enhanced Attention. ICASSP (2024)
Youxing Li, Rushi Lan, Huiwen Huang, Huiyu Zhou, Zhenbing Liu, Cheng Pang, Xiaonan Luo
Single Traffic Image Deraining via Similarity-Diversity Model. IEEE Trans. Intell. Transp. Syst. 25 (1) (2024)
Huayi Zhu, Heshan Wu, Xiaolong Wang, Dongmei He, Zhenbing Liu, Xipeng Pan
DPACFuse: Dual-Branch Progressive Learning for Infrared and Visible Image Fusion with Complementary Self-Attention and Convolution. Sensors 23 (16) (2023)
Wenhao Wang, Zhenbing Liu, Haoxiang Lu, Rushi Lan, Yingxin Huang
Adapting Single-Image Super-Resolution Models to Video Super-Resolution: A Plug-and-Play Approach. Sensors 23 (11) (2023)
Wenhao Wang, Zhenbing Liu, Haoxiang Lu, Rushi Lan, Zhaoyuan Zhang
Real-Time Video Super-Resolution with Spatio-Temporal Modeling and Redundancy-Aware Inference. Sensors 23 (18) (2023)
Zhenbing Liu, Fengfeng Wu, Yumeng Wang, Mengyu Yang, Xipeng Pan
FedCL: Federated contrastive learning for multi-center medical image classification. Pattern Recognit. 143 (2023)
Xipeng Pan, Jijun Cheng, Feihu Hou, Rushi Lan, Cheng Lu, Lingqiao Li, Zhengyun Feng, Huadeng Wang, Changhong Liang, Zhenbing Liu, Xin Chen, Chu Han, Zaiyi Liu
SMILE: Cost-sensitive multi-task learning for nuclear segmentation and classification with imbalanced annotations. Medical Image Anal. 88 (2023)
Huadeng Wang, Zi-Zheng Li, Idowu Paul Okuwobi, Bingbing Li, Xipeng Pan, Zhenbing Liu, Rushi Lan, Xiao-Nan Luo
PCRTAM-Net: A Novel Pre-Activated Convolution Residual and Triple Attention Mechanism Network for Retinal Vessel Segmentation. J. Comput. Sci. Technol. 38 (3) (2023)
Zhengyun Feng, Huan Lin, Zaiyi Liu, Lixu Yan, Yumeng Wang, Bingbing Li, Entao Liu, Chu Han, Zhenwei Shi, Cheng Lu, Zhenbing Liu, Cheng Pang, Zhenhui Li, Yanfen Cui, Xipeng Pan, Xin Chen
Artificial intelligence-quantified tumour-lymphocyte spatial interaction predicts disease-free survival in resected lung adenocarcinoma: A graph-based, multicentre study. Comput. Methods Programs Biomed. 238 (2023)
Haoxiang Lu, Zhenbing Liu, Rushi Lan, Xipeng Pan, Junming Gong
Retinex-inspired contrast stretch and detail boosting for lowlight image enhancement. IET Image Process. 17 (6) (2023)
Haoxiang Lu, Junming Gong, Zhenbing Liu, Rushi Lan, Xipeng Pan
FDMLNet: A Frequency-Division and Multiscale Learning Network for Enhancing Low-Light Image. Sensors 22 (21) (2022)
Zhenbing Liu, Haoxiang Lu, Xipeng Pan, Mingchang Xu, Rushi Lan, Xiaonan Luo
Diagnosis of Alzheimer's disease via an attention-based multi-scale convolutional neural network. Knowl. Based Syst. 238 (2022)
Rushi Lan, Yu Tan, Xiaoqin Wang, Zhenbing Liu, Xiaonan Luo
Label Guided Discrete Hashing for Cross-Modal Retrieval. IEEE Trans. Intell. Transp. Syst. 23 (12) (2022)
Zhenbing Liu, Lu Yuan, Long Sun
Frequency separation-based multi-scale cascading residual block network for image super resolution. Multim. Tools Appl. 81 (5) (2022)
Jijun Cheng, Xipeng Pan, Feihu Hou, Bingchao Zhao, Jiatai Lin, Zhenbing Liu, Zaiyi Liu, Chu Han
Nuclear Segmentation and Classification Model with Imbalanced Classes for CoNiC Challenge. CoRR (2022)
Huadeng Wang, Guang Xu, Xipeng Pan, Zhenbing Liu, Rushi Lan, Xiaonan Luo
Multi-task generative adversarial learning for nuclei segmentation with dual attention and recurrent convolution. Biomed. Signal Process. Control. 75 (2022)
Xiaoqin Wang, Chen Chen, Rushi Lan, Licheng Liu, Zhenbing Liu, Huiyu Zhou, Xiaonan Luo
Binary Representation via Jointly Personalized Sparse Hashing. ACM Trans. Multim. Comput. Commun. Appl. 18 (3s) (2022)
Xiaoqin Wang, Chen Chen, Rushi Lan, Licheng Liu, Zhenbing Liu, Huiyu Zhou, Xiaonan Luo
Binary Representation via Jointly Personalized Sparse Hashing. CoRR (2022)
Huadeng Wang, Guang Xu, Xipeng Pan, Zhenbing Liu, Ningning Tang, Rushi Lan, Xiaonan Luo
Attention-inception-based U-Net for retinal vessel segmentation with advanced residual. Comput. Electr. Eng. 98 (2022)
Huadeng Wang, Zhipeng Liu, Rushi Lan, Zhenbing Liu, Xiaonan Luo, Xipeng Pan, Bingbing Li
A Novel Dataset and a Deep Learning Method for Mitosis Nuclei Segmentation and Classification. CoRR (2022)
Chu Han, Xipeng Pan, Lixu Yan, Huan Lin, Bingbing Li, Su Yao, Shanshan Lv, Zhenwei Shi, Jinhai Mai, Jiatai Lin, Bingchao Zhao, Zeyan Xu, Zhizhen Wang, Yumeng Wang, Yuan Zhang, Huihui Wang, Chao Zhu, Chunhui Lin, Lijian Mao, Min Wu, Luwen Duan, Jingsong Zhu, Dong Hu, Zijie Fang, Yang Chen, Yongbing Zhang, Yi Li, Yiwen Zou, Yiduo Yu, Xiaomeng Li, Haiming Li, Yanfen Cui, Guoqiang Han, Yan Xu, Jun Xu, Huihua Yang, Chunming Li, Zhenbing Liu, Cheng Lu, Xin Chen, Changhong Liang, Qingling Zhang, Zaiyi Liu
WSSS4LUAD: Grand Challenge on Weakly-supervised Tissue Semantic Segmentation for Lung Adenocarcinoma. CoRR (2022)
Pengyue Guo, Zhenbing Liu, Haoxiang Lu, Zimin Wang
Hyperspectral Image Classification Based on Stacked Contractive Autoencoder Combined With Adaptive Spectral-Spatial Information. IEEE Access 9 (2021)
Xiaoqin Wang, Rushi Lan, Huadeng Wang, Zhenbing Liu, Xiaonan Luo
Fine-grained correlation analysis for medical image retrieval. Comput. Electr. Eng. 90 (2021)
Rushi Lan, Long Sun, Zhenbing Liu, Huimin Lu, Cheng Pang, Xiaonan Luo
MADNet: A Fast and Lightweight Network for Single-Image Super Resolution. IEEE Trans. Cybern. 51 (3) (2021)
Xiaoman Bian, Rushi Lan, Xiaoqin Wang, Chen Chen, Zhenbing Liu, Xiaonan Luo, Kuei-Kuei Lai
Discriminative Codebook Hashing for Supervised Video Retrieval. Comput. Intell. Neurosci. 2021 (2021)
Xipeng Pan, Yinghua Lu, Rushi Lan, Zhenbing Liu, Zujun Qin, Huadeng Wang, Zaiyi Liu
Mitosis detection techniques in H&E stained breast cancer pathological images: A comprehensive review. Comput. Electr. Eng. 91 (2021)
Rushi Lan, Yu Zhu, Huimin Lu, Zhenbing Liu, Xiaonan Luo
A Two-Phase Learning-Based Swarm Optimizer for Large-Scale Optimization. IEEE Trans. Cybern. 51 (12) (2021)
Rushi Lan, Long Sun, Zhenbing Liu, Huimin Lu, Zhixun Su, Cheng Pang, Xiaonan Luo
Cascading and Enhanced Residual Networks for Accurate Single-Image Super-Resolution. IEEE Trans. Cybern. 51 (1) (2021)
Jijun Cheng, Zimin Wang, Zhenbing Liu, Zhengyun Feng, Huadeng Wang, Xipeng Pan
Deep Adversarial Image Synthesis for Nuclei Segmentation of Histopathology Image. ACCC (2021)
Zhenbing Liu, Kaijie Wang, Zimin Wang, Haoxiang Lu, Lu Yuan
PatchNet: a tiny low-light image enhancement net. J. Electronic Imaging 30 (3) (2021)
Rushi Lan, Haizhang Zou, Cheng Pang, Yanru Zhong, Zhenbing Liu, Xiaonan Luo
Image denoising via deep residual convolutional neural networks. Signal Image Video Process. 15 (1) (2021)
Long Sun, Zhenbing Liu, Xiyan Sun, Licheng Liu, Rushi Lan, Xiaonan Luo
Lightweight Image Super-Resolution via Weighted Multi-Scale Residual Network. IEEE CAA J. Autom. Sinica 8 (7) (2021)
Kai Zhang, Martin Danelljan, Yawei Li, Radu Timofte, Jie Liu, Jie Tang, Gangshan Wu, Yu Zhu, Xiangyu He, Wenjie Xu, Chenghua Li, Cong Leng, Jian Cheng, Guangyang Wu, Wenyi Wang, Xiaohong Liu, Hengyuan Zhao, Xiangtao Kong, Jingwen He, Yu Qiao, Chao Dong, Xiaotong Luo, Liang Chen, Jiangtao Zhang, Maitreya Suin, Kuldeep Purohit, A. N. Rajagopalan, Xiaochuan Li, Zhiqiang Lang, Jiangtao Nie, Wei Wei, Lei Zhang, Abdul Muqeet, Jiwon Hwang, Subin Yang, Jung Heum Kang, Sung-Ho Bae, Yongwoo Kim, Yanyun Qu, Geun-Woo Jeon, Jun-Ho Choi, Jun-Hyuk Kim, Jong-Seok Lee, Steven Marty, Éric Marty, Dongliang Xiong, Siang Chen, Lin Zha, Jiande Jiang, Xinbo Gao, Wen Lu, Haicheng Wang, Vineeth Bhaskara, Alex Levinshtein, Stavros Tsogkas, Allan D. Jepson, Xiangzhen Kong, Tongtong Zhao, Shanshan Zhao, Hrishikesh P. S, Densen Puthussery, C. V. Jiji, Nan Nan, Shuai Liu, Jie Cai, Zibo Meng, Jiaming Ding, Chiu Man Ho, Xuehui Wang, Qiong Yan, Yuzhi Zhao, Long Chen, Long Sun, Wenhao Wang, Zhenbing Liu, Rushi Lan, Rao Muhammad Umer, Christian Micheloni
AIM 2020 Challenge on Efficient Super-Resolution: Methods and Results. ECCV Workshops (3) (2020)
Kai Zhang, Martin Danelljan, Yawei Li, Radu Timofte, Jie Liu, Jie Tang, Gangshan Wu, Yu Zhu, Xiangyu He, Wenjie Xu, Chenghua Li, Cong Leng, Jian Cheng, Guangyang Wu, Wenyi Wang, Xiaohong Liu, Hengyuan Zhao, Xiangtao Kong, Jingwen He, Yu Qiao, Chao Dong, Xiaotong Luo, Liang Chen, Jiangtao Zhang, Maitreya Suin, Kuldeep Purohit, A. N. Rajagopalan, Xiaochuan Li, Zhiqiang Lang, Jiangtao Nie, Wei Wei, Lei Zhang, Abdul Muqeet, Jiwon Hwang, Subin Yang, Jung Heum Kang, Sung-Ho Bae, Yongwoo Kim, Liang Chen, Jiangtao Zhang, Xiaotong Luo, Yanyun Qu, Geun-Woo Jeon, Jun-Ho Choi, Jun-Hyuk Kim, Jong-Seok Lee, Steven Marty, Éric Marty, Dongliang Xiong, Siang Chen, Lin Zha, Jiande Jiang, Xinbo Gao, Wen Lu, Haicheng Wang, Vineeth Bhaskara, Alex Levinshtein, Stavros Tsogkas, Allan D. Jepson, Xiangzhen Kong, Tongtong Zhao, Shanshan Zhao, Hrishikesh P. S, Densen Puthussery, C. Victor Jiji, Nan Nan, Shuai Liu, Jie Cai, Zibo Meng, Jiaming Ding, Chiu Man Ho, Xuehui Wang, Qiong Yan, Yuzhi Zhao, Long Chen, Jiangtao Zhang, Xiaotong Luo, Liang Chen, Yanyun Qu, Long Sun, Wenhao Wang, Zhenbing Liu, Rushi Lan, Rao Muhammad Umer, Christian Micheloni
AIM 2020 Challenge on Efficient Super-Resolution: Methods and Results. CoRR (2020)
Zhenbing Liu, Zeya Li, Lingqiao Li, Huihua Yang
Complex background classification network: A deep learning method for urban images classification. Comput. Electr. Eng. 87 (2020)
Zhenbing Liu, Zeya Li, Ruili Wang, Ming Zong, Wanting Ji
Spatiotemporal saliency-based multi-stream networks with attention-aware LSTM for action recognition. Neural Comput. Appl. 32 (18) (2020)
Rushi Lan, Xipu Hu, Cheng Pang, Zhenbing Liu, Xiaonan Luo
Multi-scale single image rain removal using a squeeze-and-excitation residual network. Appl. Soft Comput. 92 (2020)
Rushi Lan, Huimin Lu, Yicong Zhou, Zhenbing Liu, Xiaonan Luo
An LBP encoding scheme jointly using quaternionic representation and angular information. Neural Comput. Appl. 32 (9) (2020)
Xusheng Fang, Zhenbing Liu, Mingchang Xu
Ensemble of deep convolutional neural networks based multi-modality images for Alzheimer's disease diagnosis. IET Image Process. 14 (2) (2020)
Chao Ma, Zhenbing Liu, Zhiguang Cao, Wen Song, Jie Zhang, Weiliang Zeng
Cost-sensitive deep forest for price prediction. Pattern Recognit. 107 (2020)
Haoxiang Lu, Zhenbing Liu, Xipeng Pan
An Adaptive Detail Equalization for Infrared Image Enhancement Based on Multi-Scale Convolution. IEEE Access 8 (2020)
Rushi Lan, Yicong Zhou, Zhenbing Liu, Xiaonan Luo
Prior Knowledge-Based Probabilistic Collaborative Representation for Visual Recognition. IEEE Trans. Cybern. 50 (4) (2020)
Rushi Lan, Yu Zhu, Huimin Lu, Zhiling Tang, Zhenbing Liu, Xiaonan Luo
Large-scale optimisation via cooperatively coevolving competition swarm optimiser. Enterp. Inf. Syst. 14 (9-10) (2020)
Lingqiao Li, Xipeng Pan, Huihua Yang, Zhenbing Liu, Yubei He, Zhongming Li, Yong-Xian Fan, Zhiwei Cao, Longhao Zhang
Multi-task deep learning for fine-grained classification and grading in breast cancer histopathological images. Multim. Tools Appl. 79 (21-22) (2020)
Huadeng Wang, Guang Xu, Xipeng Pan, Zhenbing Liu, Rushi Lan, Xiaonan Luo
A Novel Ray-Casting Algorithm Using Dynamic Adaptive Sampling. Wirel. Commun. Mob. Comput. 2020 (2020)
Haizhang Zou, Rushi Lan, Yanru Zhong, Zhenbing Liu, Xiaonan Luo
EDCNN: A Novel Network for Image Denoising. ICIP (2019)
Zhenbing Liu, Zeya Li, Ming Zong, Wanting Ji, Ruili Wang, Yan Tian
Spatiotemporal Saliency Based Multi-stream Networks for Action Recognition. ACPR Workshops (2019)
Zhiwei Cao, Huihua Yang, Juan Zhao, Xipeng Pan, Longhao Zhang, Zhenbing Liu
A New Region Proposal Network for Far-Infrared Pedestrian Detection. IEEE Access 7 (2019)
Zimin Wang, Zhiyu Gan, Zhenbing Liu, Linfa Lu, Xiaonan Luo
A dynamical model for generating synthetic Ballistocardiogram signals. ICACI (2019)
Wenhao Wang, Cheng Pang, Zhenbing Liu, Rushi Lan, Xiaonan Luo
SRGNet: A GRU Based Feature Fusion Network for Image Denoising. ISPACS (2019)
Mingchang Xu, Zhenbing Liu, Zimin Wang, Long Sun, Zhibin Liang
The Diagnosis of Alzheimer's Disease Based on Enhanced Residual Neutral Network. CyberC (2019)
Lingqiao Li, Xipeng Pan, Huihua Yang, Tao Zhang, Zhenbing Liu
Supervised Dictionary Learning With Regularization for Near-Infrared Spectroscopy Classification. IEEE Access 7 (2019)
Rushi Lan, Zeya Li, Zhenbing Liu, Tianlong Gu, Xiaonan Luo
Hyperspectral image classification using k-sparse denoising autoencoder and spectral-restricted spatial characteristics. Appl. Soft Comput. 74 (2019)
Huanhuan Ji, Zhenbing Liu, Wei Qi Yan, Reinhard Klette
Early Diagnosis of Alzheimer's Disease Based on Selective Kernel Network with Spatial Attention. ACPR (2) (2019)
Xipeng Pan, Lingqiao Li, Dengxian Yang, Yubei He, Zhenbing Liu, Huihua Yang
An Accurate Nuclei Segmentation Algorithm in Pathological Image Based on Deep Semantic Network. IEEE Access 7 (2019)
Rushi Lan, Li Zhang, Zhiling Tang, Zhenbing Liu, Xiaonan Luo
A Hierarchical Sorting Swarm Optimizer for Large-Scale Optimization. IEEE Access 7 (2019)
Rushi Lan, Si Zhong, Zhenbing Liu, Zhuo Shi, Xiaonan Luo
A simple texture feature for retrieval of medical images. Multim. Tools Appl. 77 (9) (2018)
Rushi Lan, Huadeng Wang, Si Zhong, Zhenbing Liu, Xiaonan Luo
An integrated scattering feature with application to medical image retrieval. Comput. Electr. Eng. 69 (2018)
Xipeng Pan, Dengxian Yang, Lingqiao Li, Zhenbing Liu, Huihua Yang, Zhiwei Cao, Yubei He, Zhen Ma, Yiyi Chen
Cell detection in pathology and microscopy images with multi-scale fully convolutional neural networks. World Wide Web 21 (6) (2018)
Zhenbing Liu, Chao Ma, Chunyang Gao, Huihua Yang, Rushi Lan, Xiaonan Luo
Cost-sensitive collaborative representation based classification via probability estimation with addressing the class imbalance. Multim. Tools Appl. 77 (9) (2018)
Zhenbing Liu, Tao Xu, Chao Ma, Chunyang Gao, Huihua Yang
T-test based Alzheimer's disease diagnosis with multi-feature in MRIs. Multim. Tools Appl. 77 (22) (2018)
Xipeng Pan, Lingqiao Li, Hui-Hua Yang, Zhenbing Liu, Jinxin Yang, Lingling Zhao, Yong-Xian Fan
Accurate segmentation of nuclei in pathological images via sparse reconstruction and deep convolutional networks. Neurocomputing 229 (2017)
Zhenbing Liu, Tao Xu, Chao Ma, Chunyang Gao, Huihua Yang
Alzheimer's disease diagnosis via interested structure selection in MRIs. ICNC-FSKD (2017)
Zhenbing Liu, Chunyang Gao, Huihua Yang, Qijia He
Cost-sensitive sparse representation based classification. CCIS (2016)
Zhenbing Liu, Chunyang Gao, Huihua Yang, Qijia He
A Cost-Sensitive Sparse Representation Based Classification for Class-Imbalance Problem. Sci. Program. 2016 (2016)
Hui Nie, Bo Liu, Pumo Xie, Zhenbing Liu, Huihua Yang
A Cuckoo Search Algorithm for Scheduling Multiskilled Workforce. J. Networks 9 (5) (2014)
Zhenbing Liu, Shujie Jiang, Hui-Hua Yang, Jianguo Liu
Arbitrary-length Fast Hartley Transform without Multiplications. J. Comput. 8 (10) (2013)
Hui-Hua Yang, Lei Zhai, Lingqiao Li, Zhenbing Liu, Yichen Luo, Yong Wang, Haiyan Lai, Ming Guan
An Efficient Vehicle Model Recognition Method. J. Softw. 8 (8) (2013)
Jianguo Liu, Chao Pan, Zhenbing Liu
Novel Convolutions Using First-Order Moments. IEEE Trans. Computers 61 (7) (2012)
Zhenbing Liu
Maximal-Margin Approach for Cost-Sensitive Learning Based on Scaled Convex Hull. ISNN (1) (2011)
Zhenbing Liu, Jianguo Liu, Guoyou Wang
An Arbitrary-length and Multiplierless DCT Algorithm and Systolic Implementation. J. Comput. 5 (5) (2010)
Zhenbing Liu, J. G. Liu, Chao Pan, Guoyou Wang
A Novel Geometric Approach to Binary Classification Based on Scaled Convex Hulls. IEEE Trans. Neural Networks 20 (7) (2009)
Zhenbing Liu, Jianguo Liu, Zhong Chen
A generalized Gilbert's algorithm for approximating general SVM classifiers. Neurocomputing 73 (1-3) (2009)