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2020 – today
- 2024
[j26]Weihua Liu, Xiabi Liu, Huiyu Li, Chaochao Lin
:
Contraction mapping of feature norms for data quality imbalance learning. Pattern Recognit. Lett. 185: 232-238 (2024)- [c36]Mengqiao Han, Liyuan Pan, Xiabi Liu:
MA-Net: Rethinking Neural Unit in the Light of Astrocytes. AAAI 2024: 2040-2048 - [i16]Zhaoning Shi, Meng Xiang, Zhaoyang Hai, Xiabi Liu, Yan Pei:
GARA: A novel approach to Improve Genetic Algorithms' Accuracy and Efficiency by Utilizing Relationships among Genes. CoRR abs/2404.18955 (2024) - 2023
- [j25]Weihua Liu, Xiabi Liu, Xiongbiao Luo, Murong Wang, Guanghui Han, Xinming Zhao, Zheng Zhu:
A pyramid input augmented multi-scale CNN for GGO detection in 3D lung CT images. Pattern Recognit. 136: 109261 (2023) - [c35]Mengqiao Han, Liyuan Pan, Xiabi Liu:
AstroNet: When Astrocyte Meets Artificial Neural Network. CVPR 2023: 20258-20268 - [c34]Zhaoyang Hai, Liyuan Pan, Xiabi Liu, Zhengzheng Liu, Mirna Yunita:
L2T-DLN: Learning to Teach with Dynamic Loss Network. NeurIPS 2023 - [i15]Xin Duan, Yan Yang, Liyuan Pan, Xiabi Liu:
LCCo: Lending CLIP to Co-Segmentation. CoRR abs/2308.11506 (2023) - [i14]Zhoyang Hai, Liyuan Pan, Xiabi Liu, Zhengzheng Liu, Mirna Yunita:
L2T-DLN: Learning to Teach with Dynamic Loss Network. CoRR abs/2310.19313 (2023) - 2022
- [i13]Xin Duan, Xiabi Liu, Xiaopeng Gong, Mengqiao Han:
RL-CoSeg : A Novel Image Co-Segmentation Algorithm with Deep Reinforcement Learning. CoRR abs/2204.05951 (2022) - 2021
- [j24]Said Boumaraf, Xiabi Liu, Zhongshu Zheng, Xiaohong Ma, Chokri Ferkous:
A new transfer learning based approach to magnification dependent and independent classification of breast cancer in histopathological images. Biomed. Signal Process. Control. 63: 102192 (2021) - [j23]Yushuo Li, Xiabi Liu, Xiaopeng Gong, Murong Wang:
A Multi-View features hinged siamese U-Net for image Co-segmentation. Multim. Tools Appl. 80(15): 22965-22985 (2021) - [j22]Xiabi Liu, Xin Duan:
Automatic image co-segmentation: a survey. Mach. Vis. Appl. 32(3): 74 (2021) - [j21]Weihua Liu, Xiabi Liu, Huiyu Li, Mincan Li, Xinming Zhao, Zheng Zhu:
Integrating Lung Parenchyma Segmentation and Nodule Detection With Deep Multi-Task Learning. IEEE J. Biomed. Health Informatics 25(8): 3073-3081 (2021) - [c33]Lei Tao, Ling Ma, Maoqiang Xie, Xiabi Liu, Zhiqiang Tian, Baowei Fei:
Automatic segmentation of the prostate on MR images based on anatomy and deep learning. Medical Imaging: Image-Guided Procedures 2021 - [c32]Chuangye Wan, Ling Ma, Xiabi Liu, Baowei Fei:
Computer-aided classification of lung nodules on CT images with expert knowledge. Medical Imaging: Image-Guided Procedures 2021 - [c31]Zhongshu Zheng, Ling Ma, Songxiao Yang, Said Boumaraf, Xiabi Liu, Xiaohong Ma:
U-SDRC: a novel deep learning-based method for lesion enhancement in liver CT images. Medical Imaging: Image Processing 2021 - [i12]Songxiao Yang, Xiabi Liu, Zhongshu Zheng, Wei Wang, Xiaohong Ma:
Fusing Medical Image Features and Clinical Features with Deep Learning for Computer-Aided Diagnosis. CoRR abs/2103.05855 (2021) - [i11]Zhengwen Li, Xiabi Liu:
Improving Image co-segmentation via Deep Metric Learning. CoRR abs/2103.10670 (2021) - [i10]Mengqiao Han, Xiabi Liu:
Explore the Knowledge contained in Network Weights to Obtain Sparse Neural Networks. CoRR abs/2103.15590 (2021) - [i9]Xi Liu, Xiabi Liu, Huiyu Li, Xiaopeng Gong:
A Dense Siamese U-Net trained with Edge Enhanced 3D IOU Loss for Image Co-segmentation. CoRR abs/2108.07491 (2021) - [i8]Weihua Liu, Xiabi Liu:
A Novel Structured Natural Gradient Descent for Deep Learning. CoRR abs/2109.10100 (2021) - [i7]Mengqiao Han, Xiabi Liu, Zhaoyang Hai, Xin Duan:
Mining the Weights Knowledge for Optimizing Neural Network Structures. CoRR abs/2110.05954 (2021) - [i6]Zhaoyang Hai, Xiabi Liu, Yuchen Ren, Nouman Qadeer Soomro:
Generating meta-learning tasks to evolve parametric loss for classification learning. CoRR abs/2111.10583 (2021) - 2020
- [j20]Xiaopeng Gong, Xiabi Liu, Yushuo Li, Huiyu Li:
A novel co-attention computation block for deep learning based image co-segmentation. Image Vis. Comput. 101: 103973 (2020) - [j19]Ling Ma, Xiabi Liu, Baowei Fei:
A multi-level similarity measure for the retrieval of the common CT imaging signs of lung diseases. Medical Biol. Eng. Comput. 58(5): 1015-1029 (2020) - [j18]Xiaopeng Gong, Xiabi Liu, Xin Duan, Yushuo Li:
EW-Fisher: A Novel Loss Function for Deep Learning-Based Image Co-Segmentation. Neural Process. Lett. 52(3): 2399-2413 (2020) - [j17]Mengqiao Yu, Xiabi Liu, Murong Wang, Guanghui Han:
A new challenging image dataset with simple background for evaluating and developing co-segmentation algorithms. Signal Process. Image Commun. 83: 115813 (2020) - [c30]Huiyu Li, Xiabi Liu, Said Boumaraf, Weihua Liu, Xiaopeng Gong, Xiaohong Ma:
A New Three-stage Curriculum Learning Approach for Deep Network Based Liver Tumor Segmentation. IJCNN 2020: 1-6 - [c29]Yushuo Li, Yuanpei Liu, Xiaopeng Gong, Xiabi Liu:
Image Co-segmentation with Multi-Scale Dual-Cross Correlation Network. IJCNN 2020: 1-8 - [c28]Huiyu Li, Xiabi Liu, Said Boumaraf, Xiaopeng Gong, Donghai Liao, Xiaohong Ma:
Deep Distance Map Regression Network with Shape-Aware Loss for Imbalanced Medical Image Segmentation. MLMI@MICCAI 2020: 231-240 - [i5]Said Boumaraf, Xiabi Liu, Chokri Ferkous, Xiaohong Ma:
A New Computer-Aided Diagnosis System with Modified Genetic Feature Selection for BI-RADS Classification of Breast Masses in Mammograms. CoRR abs/2005.05074 (2020) - [i4]Weihua Liu, Xiabi Liu, Murong Wang, Ling Ma:
Contraction Mapping of Feature Norms for Classifier Learning on the Data with Different Quality. CoRR abs/2007.13406 (2020) - [i3]Weihua Liu, Xiabi Liu, Xiongbiao Luo, Murong Wang, Guangyuan Zheng, Guanghui Han:
PiaNet: A pyramid input augmented convolutional neural network for GGO detection in 3D lung CT scans. CoRR abs/2009.05267 (2020)
2010 – 2019
- 2019
- [j16]Guanghui Han, Xiabi Liu, Heye Zhang, Guangyuan Zheng, Nouman Qadeer Soomro, Murong Wang, Weihua Liu:
Hybrid resampling and multi-feature fusion for automatic recognition of cavity imaging sign in lung CT. Future Gener. Comput. Syst. 99: 558-570 (2019) - [j15]Murong Wang, Xiabi Liu, Nouman Qadeer Soomro, Guanhui Han, Weihua Liu:
Content-sensitive superpixel segmentation via self-organization-map neural network. J. Vis. Commun. Image Represent. 63 (2019) - [c27]Xiaodong Qi, Xiabi Liu, Said Boumaraf:
A New Feature Selection Method based on Monarch Butterfly Optimization and Fisher Criterion. IJCNN 2019: 1-6 - [i2]Huiyu Li, Xiabi Liu, Said Boumaraf, Weihua Liu, Xiaopeng Gong, Xiaohong Ma:
A New Three-stage Curriculum Learning Approach to Deep Network Based Liver Tumor Segmentation. CoRR abs/1910.07895 (2019) - [i1]Xiabi Liu, Xin Duan:
Automatic Image Co-Segmentation: A Survey. CoRR abs/1911.07685 (2019) - 2018
- [j14]Yuchai Wan, Xiabi Liu, Yi Wu, Lunhao Guo, Qiming Chen, Murong Wang:
ICGT: A novel incremental clustering approach based on GMM tree. Data Knowl. Eng. 117: 71-86 (2018) - [j13]Ke Guo, Xiabi Liu, Lunhao Guo, Zongjie Li, Zengmin Geng:
A new constrained maximum margin approach to discriminative learning of Bayesian classifiers. Frontiers Inf. Technol. Electron. Eng. 19(5): 639-650 (2018) - [j12]Guanghui Han, Xiabi Liu, Guangyuan Zheng, Murong Wang, Shan Huang:
Automatic recognition of 3D GGO CT imaging signs through the fusion of hybrid resampling and layer-wise fine-tuning CNNs. Medical Biol. Eng. Comput. 56(12): 2201-2212 (2018) - [c26]Yuyang Tang, Xiabi Liu:
A Clustering Ensemble Method Based on Cluster Selection and Cluster Splitting. ICMLC 2018: 54-58 - [c25]Shan Huang, Xiabi Liu, Guanghui Han, Xinming Zhao, Yanfeng Zhao, Chunwu Zhou:
3D GGO candidate extraction in lung CT images using multilevel thresholding on supervoxels. Medical Imaging: Computer-Aided Diagnosis 2018: 1057533 - 2017
- [j11]Yuchai Wan, Xiabi Liu, Yi Wu:
CD-Tree: A clustering-based dynamic indexing and retrieval approach. Intell. Data Anal. 21(2): 243-261 (2017) - [j10]Ling Ma, Xiabi Liu, Yan Gao, Yanfeng Zhao, Xinming Zhao, Chunwu Zhou:
A new method of content based medical image retrieval and its applications to CT imaging sign retrieval. J. Biomed. Informatics 66: 148-158 (2017) - [j9]Murong Wang, Xiabi Liu, Yixuan Gao, Xiao Ma, Nouman Qadeer Soomro:
Superpixel segmentation: A benchmark. Signal Process. Image Commun. 56: 28-39 (2017) - 2016
- [c24]Zongjie Li, Xiabi Liu, Shuwen Zhang:
Shot Boundary Detection based on Multilevel Difference of Colour Histograms. ICMIP 2016: 15-22 - [c23]Yuchai Wan, Xiabi Liu, Yuyang Tang:
Simplifying Gaussian mixture model via model similarity. ICPR 2016: 3180-3185 - [c22]Ling Ma, Rongrong Guo, Zhiqiang Tian, Rajesh Venkataraman, Saradwata Sarkar, Xiabi Liu, Peter T. Nieh, Viraj V. Master, David M. Schuster, Baowei Fei:
Random walk based segmentation for the prostate on 3D transrectal ultrasound images. Medical Imaging: Image-Guided Procedures 2016: 978607 - [c21]Ling Ma, Rongrong Guo, Zhiqiang Tian, Rajesh Venkataraman, Saradwata Sarkar, Xiabi Liu, Funmilayo Tade, David M. Schuster, Baowei Fei:
Combining population and patient-specific characteristics for prostate segmentation on 3D CT images. Medical Imaging: Image Processing 2016: 978427 - 2015
- [j8]Nouman Qadeer Soomro, Dongting Hu, Xiabi Liu, Shahzad Anwar, Malik Saad Sultan:
Improving Shape Retrieval by Integrating AIR and Modified Mutual kNN Graph. Adv. Multim. 2015: 372172:1-372172:9 (2015) - [j7]Ling Ma, Xiabi Liu, Li Song, Chunwu Zhou, Xinming Zhao, Yanfeng Zhao:
A new classifier fusion method based on historical and on-line classification reliability for recognizing common CT imaging signs of lung diseases. Comput. Medical Imaging Graph. 40: 39-48 (2015) - [j6]Han Wang, Xiabi Liu, Xinxiao Wu, Yunde Jia:
Cross-domain structural model for video event annotation via web images. Multim. Tools Appl. 74(23): 10439-10456 (2015) - [j5]Guanghui Han, Xiabi Liu, Feifei Han, I. Nyoman Tenaya Santika, Yanfeng Zhao, Xinming Zhao, Chunwu Zhou:
The LISS - A Public Database of Common Imaging Signs of Lung Diseases for Computer-Aided Detection and Diagnosis Research and Medical Education. IEEE Trans. Biomed. Eng. 62(2): 648-656 (2015) - [j4]Xiabi Liu, Ling Ma, Li Song, Yanfeng Zhao, Xinming Zhao, Chunwu Zhou:
Recognizing Common CT Imaging Signs of Lung Diseases Through a New Feature Selection Method Based on Fisher Criterion and Genetic Optimization. IEEE J. Biomed. Health Informatics 19(2): 635-647 (2015) - [c20]Dongting Hu, Yugang Li, Xiabi Liu:
Multi-view object co-segmentation based on the mixture of links model. ICDIP 2015: 96310S - 2014
- [c19]Yan Gao, Xiabi Liu:
Integrating Bayesian Classifier into Random Walk optimizer for interactive image segmentation on mobile phones. ICME Workshops 2014: 1-6 - [c18]Yi Wu, Xiabi Liu, Lunhao Guo:
A New Ensemble Clustering Method Based on Dempster-Shafer Evidence Theory and Gaussian Mixture Modeling. ICONIP (2) 2014: 1-8 - [c17]Ling Ma, Xiabi Liu, Li Song, Yu Liu, Chunwu Zhou, Xinming Zhao, Yanfeng Zhao:
A new classifier fusion method based on confusion matrix and classification confidence for recognizing common CT imaging signs of lung diseases. Medical Imaging: Computer-Aided Diagnosis 2014: 90351H - [c16]Nouman Qadeer Soomro, Xiabi Liu:
Empirical Evaluation of Whitening and Optimization of Feature Learning. UKSim 2014: 36-39 - 2013
- [c15]Peng Teng, Xiabi Liu, Yunde Jia:
Text-Independent Phoneme Segmentation via Learning Critical Acoustic Change Points. IScIDE 2013: 54-61 - [c14]Song Li, Xiabi Liu, Ali Yang, Kunpeng Pang, Chunwu Zhou, Xinming Zhao, Yanfeng Zhao:
A novel approach of computer-aided detection of focal ground-glass opacity in 2D lung CT images. Medical Imaging: Computer-Aided Diagnosis 2013: 86702W - 2012
- [c13]Li Song, Xiabi Liu, Ling Ma, Chunwu Zhou, Xinming Zhao, Yanfeng Zhao:
Using HOG-LBP features and MMP learning to recognize imaging signs of lung lesions. CBMS 2012: 1-4 - [c12]Yuchai Wan, Xiabi Liu, Kunqi Tong, Xue Wei, Yi Wu, Fei Guan, Kunpeng Pang:
GMM-ClusterForest: A Novel Indexing Approach for Multi-features Based Similarity Search in High-Dimensional Spaces. ICONIP (2) 2012: 210-217 - [c11]Kunpeng Pang, Yugang Li, Xiabi Liu:
Descent Search with Mean Direction Evolution Strategies Based on GPU with CUDA. PDCAT 2012: 298-304 - 2011
- [j3]Xuefeng Chen, Xiabi Liu, Yunde Jia:
Discriminative structure selection method of Gaussian Mixture Models with its application to handwritten digit recognition. Neurocomputing 74(6): 954-961 (2011) - 2010
- [c10]Yanjie Wang, Xiabi Liu, Yunde Jia:
Automatic Image Annotation with Cooperation of Concept-Specific and Universal Visual Vocabularies. MMM 2010: 262-272
2000 – 2009
- 2009
- [c9]Yanjie Wang, Xiabi Liu, Yunde Jia:
Soft Measure of Visual Token Occurrences for Object Categorization. CAIP 2009: 774-782 - [c8]Xuefeng Chen, Xiabi Liu, Yunde Jia:
Combining evolution strategy and gradient descent method for discriminative learning of bayesian classifiers. GECCO 2009: 507-514 - [c7]Yanjie Wang, Xiabi Liu, Yunde Jia:
Statistical Modeling and Learning for Recognition-Based Handwritten Numeral String Segmentation. ICDAR 2009: 421-425 - [c6]Xuefeng Chen, Xiabi Liu, Yunde Jia:
Unsupervised Selection and Discriminative Estimation of Orthogonal Gaussian Mixture Models for Handwritten Digit Recognition. ICDAR 2009: 1151-1155 - 2008
- [j2]Xiabi Liu, Hui Fu, Yunde Jia:
Gaussian mixture modeling and learning of neighboring characters for multilingual text extraction in images. Pattern Recognit. 41(2): 484-493 (2008) - [c5]Yuan Deng, Xiabi Liu, Yunde Jia:
Relevance Feedback with Max-Min Posterior Pseudo-Probability for Image Retrieval. VISAPP (2) 2008: 286-289 - 2007
- [c4]Yuan Deng, Xiabi Liu, Yunde Jia:
Learning Semantic Concepts for Image Retrieval using the Max-Min Posterior Pseudo-Probabilities. ICME 2007: 1970-1973 - 2006
- [c3]Hui Fu, Xiabi Liu, Yunde Jia, Hongbin Deng:
Gaussian Mixture Modeling of Neighbor Characters for Multilingual Text Extraction in Images. ICIP 2006: 3321-3324 - [c2]Hui Fu, Xiabi Liu, Yunde Jia:
Maximum-Minimum Similarity Training for Text Extraction. ICONIP (3) 2006: 268-277 - [c1]Yang Liu, Xiabi Liu, Yunde Jia:
Hand-Gesture Based Text Input for Wearable Computers. ICVS 2006: 8 - 2005
- [j1]Xiabi Liu, Yunde Jia:
A bottom-up algorithm for finding principal curves with applications to image skeletonization. Pattern Recognit. 38(7): 1079-1085 (2005)
Coauthor Index
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last updated on 2024-10-07 22:12 CEST by the dblp team
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