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1

A new transfer learning based approach to magnification dependent and independent classification of breast cancer in histopathological images

Boumaraf, Said, Liu, Xiabi, Zheng, Zhongshu, Ma, Xiaohong, Ferkous, Chokri

Journal:

Biomedical Signal Processing and Control

Year:

2021

File:

PDF, 5.40 MB

2021

2

A new challenging image dataset with simple background for evaluating and developing co-segmentation algorithms

Yu, Mengqiao, Liu, Xiabi, Wang, Murong, Han, Guanghui

Journal:

Signal Processing: Image Communication

Year:

2020

Language:

english

File:

PDF, 880 KB

english, 2020

3

Discriminative structure selection method of Gaussian Mixture Models with its application to handwritten digit recognition

Xuefeng Chen, Xiabi Liu, Yunde Jia

Journal:

Year:

2011

Language:

english

File:

PDF, 292 KB

english, 2011

4

[IEEE Fourth IEEE International Conference on Computer Vision Systems (ICVS'06) - New York, NY, USA (2006.01.4-2006.01.7)] Fourth IEEE International Conference on Computer Vision Systems (ICVS'06) - Hand-Gesture Based Text Input for Wearable Computers

Yang Liu,, Xiabi Liu,, Yunde Jia,

Year:

2006

Language:

english

File:

PDF, 343 KB

english, 2006

5

[IEEE 2012 25th IEEE International Symposium on Computer-Based Medical Systems (CBMS) - Rome, Italy (2012.06.20-2012.06.22)] 2012 25th IEEE International Symposium on Computer-Based Medical Systems (CBMS) - Using HOG-LBP features and MMP learning to recognize imaging signs of lung lesions

Song, Li, Liu, Xiabi, Ma, Ling, Zhou, Chunwu, Zhao, Xinming, Zhao, Yanfeng

Year:

2012

Language:

english

File:

PDF, 214 KB

english, 2012

6

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, USA (Saturday 15 February 2014)] Medical Imaging 2014: Computer-Aided Diagnosis - A new classifier fusion method based on confusion matrix and classification confidence for recognizing common CT imaging signs of lung diseases

Aylward, Stephen, Hadjiiski, Lubomir M., Ma, Ling, Liu, Xiabi, Song, Li, Liu, Yu, Zhou, Chunwu, Zhao, Xinming, Zhao, Yanfeng

Year:

2014

Language:

english

File:

PDF, 225 KB

english, 2014

7

Gaussian mixture modeling and learning of neighboring characters for multilingual text extraction in images

Xiabi Liu, Hui Fu, Yunde Jia

Journal:

Pattern Recognition

Year:

2008

Language:

english

File:

PDF, 806 KB

english, 2008

8

A bottom-up algorithm for finding principal curves with applications to image skeletonization

Xiabi Liu, Yunde Jia

Journal:

Pattern Recognition

Year:

2005

Language:

english

File:

PDF, 346 KB

english, 2005

9

[IEEE 2011 International Conference on Information and Automation (ICIA) - Shenzhen, China (2011.06.6-2011.06.8)] 2011 IEEE International Conference on Information and Automation - Using Neural Network to combine measures of word semantic similarity for image annotation

Yue Cao,, Liu, Xiabi, Jie Bing,, Li Song,

Year:

2011

Language:

english

File:

PDF, 190 KB

english, 2011

10

[IEEE 2011 International Conference on Information and Automation (ICIA) - Shenzhen, China (2011.06.6-2011.06.8)] 2011 IEEE International Conference on Information and Automation - Online image classifier learning for Google image search improvement

Yuchai Wan,, Liu, Xiabi, Jie,, Yunpeng Chen,

Year:

2011

Language:

english

File:

PDF, 1.48 MB

english, 2011

11

Recognizing Common CT Imaging Signs of Lung Diseases Through a New Feature Selection Method Based on Fisher Criterion and Genetic Optimization

Liu, Xiabi, Ma, Ling, Song, Li, Zhao, Yanfeng, Zhao, Xinming, Zhou, Chunwu

Journal:

IEEE Journal of Biomedical and Health Informatics

Year:

2015

Language:

english

File:

PDF, 2.12 MB

english, 2015

12

A new classifier fusion method based on historical and on-line classification reliability for recognizing common CT imaging signs of lung diseases

Ma, Ling, Liu, Xiabi, Song, Li, Zhou, Chunwu, Zhao, Xinming, Zhao, Yanfeng

Journal:

Computerized Medical Imaging and Graphics

Year:

2015

Language:

english

File:

PDF, 438 KB

english, 2015

13

[IEEE 2014 IEEE International Conference on Multimedia and Expo Workshops (ICMEW) - Chengdu, China (2014.7.14-2014.7.18)] 2014 IEEE International Conference on Multimedia and Expo Workshops (ICMEW) - Integrating Bayesian Classifier into Random Walk optimizer for interactive image segmentation on mobile phones

Yan Gao,, Xiabi Liu,

Year:

2014

Language:

english

File:

PDF, 770 KB

english, 2014

14

[IEEE 2012 13th International Conference on Parallel and Distributed Computing Applications and Technologies (PDCAT) - Beijing, China (2012.12.14-2012.12.16)] 2012 13th International Conference on Parallel and Distributed Computing, Applications and Technologies - Descent Search with Mean Direction Evolution Strategies Based on GPU with CUDA

Kunpeng, Pang, Yugang, Li, Xiabi, Liu

Year:

2012

Language:

english

File:

PDF, 435 KB

english, 2012

15

[IEEE 2006 International Symposium on Communications and Information Technologies - Bangkok, Thailand (2006.10.18-2006.09.20)] 2006 International Symposium on Communications and Information Technologies - An Eigenvector Approach Based on Shape Context Patterns for Point Matching

Liu, Xiabi, Jia, Yunde, Wang, Yanjie

Year:

2006

Language:

english

File:

PDF, 4.12 MB

english, 2006

16

[IEEE 2009 10th International Conference on Document Analysis and Recognition - Barcelona, Spain (2009.07.26-2009.07.29)] 2009 10th International Conference on Document Analysis and Recognition - Statistical Modeling and Learning for Recognition-Based Handwritten Numeral String Segmentation

Wang, Yanjie, Liu, Xiabi, Jia, Yunde

Year:

2009

Language:

english

File:

PDF, 211 KB

english, 2009

17

[IEEE Multimedia and Expo, 2007 IEEE International Conference on - Beijing, China (2007.07.2-2007.07.5)] Multimedia and Expo, 2007 IEEE International Conference on - Learning Semantic Concepts for Image Retrieval using the Max-Min Posterior Pseudo-Probabilities

Deng, Yuan, Liu, Xiabi, Jia, Yunde

Year:

2007

Language:

english

File:

PDF, 2.30 MB

english, 2007

18

[IEEE 2006 International Conference on Image Processing - Atlanta Marriott Marquis, Atlanta, GA, USA (2006.10.8-2006.10.11)] 2006 International Conference on Image Processing - Gaussian Mixture Modeling of Neighbor Characters for Multilingual Text Extraction in Images

Fu, Hui, Liu, Xiabi, Jia, Yunde, Deng, Hongbin

Year:

2006

Language:

english

File:

PDF, 4.03 MB

english, 2006

19

[IEEE 2009 10th International Conference on Document Analysis and Recognition - Barcelona, Spain (2009.07.26-2009.07.29)] 2009 10th International Conference on Document Analysis and Recognition - Unsupervised Selection and Discriminative Estimation of Orthogonal Gaussian Mixture Models for Handwritten Digit Recognition

Chen, Xuefeng, Liu, Xiabi, Jia, Yunde

Year:

2009

Language:

english

File:

PDF, 271 KB

english, 2009

20

The LISS—A Public Database of Common Imaging Signs of Lung Diseases for Computer-Aided Detection and Diagnosis Research and Medical Education

Han, Guanghui, Liu, Xiabi, Han, Feifei, Santika, I. Nyoman Tenaya, Zhao, Yanfeng, Zhao, Xinming, Zhou, Chunwu

Journal:

IEEE Transactions on Biomedical Engineering

Year:

2015

Language:

english

File:

PDF, 421 KB

english, 2015

21

Cross-domain structural model for video event annotation via web images

Wang, Han, Liu, Xiabi, Wu, Xinxiao, Jia, Yunde

Journal:

Multimedia Tools and Applications

Year:

2015

Language:

english

File:

PDF, 1.36 MB

english, 2015

22

[ACM Press the 11th Annual conference - Montreal, Québec, Canada (2009.07.08-2009.07.12)] Proceedings of the 11th Annual conference on Genetic and evolutionary computation - GECCO '09 - Combining evolution strategy and gradient descent method for discriminative learning of bayesian classifiers

Chen, Xuefeng, Liu, Xiabi, Jia, Yunde

Year:

2009

Language:

english

File:

PDF, 672 KB

english, 2009

23

SPIE Proceedings [SPIE Seventh International Conference on Digital Image Processing (ICDIP15) - Los Angeles, United States (Thursday 9 April 2015)] Seventh International Conference on Digital Image Processing (ICDIP 2015) - Multi-view object co-segmentation based on the mixture of links model

Falco, Charles M., Jiang, Xudong, Hu, Dongting, Li, Yugang, Liu, Xiabi

Year:

2015

Language:

english

File:

PDF, 820 KB

english, 2015

24

[IEEE 2014 UKSim-AMSS 16th International Conference on Modelling and Simulation (UKSim) - Cambridge, United Kingdom (2014.3.26-2014.3.28)] 2014 UKSim-AMSS 16th International Conference on Computer Modelling and Simulation - Empirical Evaluation of Whitening and Optimization of Feature Learning

Qadeer, Nouman, Liu, Xiabi

Year:

2014

Language:

english

File:

PDF, 241 KB

english, 2014

25

SPIE Proceedings [SPIE SPIE Medical Imaging - Lake Buena Vista (Orlando Area), Florida, USA (Saturday 9 February 2013)] Medical Imaging 2013: Computer-Aided Diagnosis - A novel approach of computer-aided detection of focal ground-glass opacity in 2D lung CT images

Li, Song, Novak, Carol L., Aylward, Stephen, Liu, Xiabi, Yang, Ali, Pang, Kunpeng, Zhou, Chunwu, Zhao, Xinming, Zhao, Yanfeng

Year:

2013

Language:

english

File:

PDF, 351 KB

english, 2013

26

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, United States (Saturday 27 February 2016)] Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling - Random walk based segmentation for the prostate on 3D transrectal ultrasound images

Webster, Robert J., Yaniv, Ziv R., Ma, Ling, Guo, Rongrong, Tian, Zhiqiang, Venkataraman, Rajesh, Sarkar, Saradwata, Liu, Xiabi, Nieh, Peter T., Master, Viraj V., Schuster, David M., Fei, Baowei

Year:

2016

Language:

english

File:

PDF, 329 KB

english, 2016

27

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, United States (Saturday 27 February 2016)] Medical Imaging 2016: Image Processing - Combining population and patient-specific characteristics for prostate segmentation on 3D CT images

Styner, Martin A., Angelini, Elsa D., Ma, Ling, Guo, Rongrong, Tian, Zhiqiang, Venkataraman, Rajesh, Sarkar, Saradwata, Liu, Xiabi, Tade, Funmilayo, Schuster, David M., Fei, Baowei

Year:

2016

Language:

english

File:

PDF, 437 KB

english, 2016

28

[IEEE 2016 First International Conference on Multimedia and Image Processing (ICMIP) - Bandar Seri Begawan, Brunei Darussalam (2016.6.1-2016.6.3)] 2016 First International Conference on Multimedia and Image Processing (ICMIP) - Shot Boundary Detection based on Multilevel Difference of Colour Histograms

Li, Zongjie, Liu, Xiabi, Zhang, Shuwen

Year:

2016

Language:

english

File:

PDF, 1.19 MB

english, 2016

29

A new method of content based medical image retrieval and its applications to CT imaging sign retrieval

Ma, Ling, Liu, Xiabi, Gao, Yan, Zhao, Yanfeng, Zhao, Xinming, Zhou, Chunwu

Journal:

Journal of Biomedical Informatics

Year:

2017

Language:

english

File:

PDF, 1.35 MB

english, 2017

30

Learning with distribution of optimized features for recognizing common CT imaging signs of lung diseases

Ma, Ling, Liu, Xiabi, Fei, Baowei

Journal:

Physics in Medicine and Biology

Year:

2017

Language:

english

File:

PDF, 1.32 MB

english, 2017

31

CD-Tree: A clustering-based dynamic indexing and retrieval approach

Wan, Yuchai, Liu, Xiabi, Wu, Yi

Journal:

Intelligent Data Analysis

Year:

2017

Language:

english

File:

PDF, 623 KB

english, 2017

32

Superpixel segmentation: A benchmark

Wang, Murong, Liu, Xiabi, Gao, Yixuan, Ma, Xiao, Soomro, Nouman Q.

Journal:

Signal Processing: Image Communication

Year:

2017

Language:

english

File:

PDF, 4.25 MB

english, 2017

33

[IEEE 2016 23rd International Conference on Pattern Recognition (ICPR) - Cancun, Mexico (2016.12.4-2016.12.8)] 2016 23rd International Conference on Pattern Recognition (ICPR) - Simplifying Gaussian mixture model via model similarity

Yuchai Wan,, Xiabi Liu,, Yuyang Tang,

Year:

2016

Language:

english

File:

PDF, 865 KB

english, 2016

34

AIP Conference Proceedings [Author(s) GREEN ENERGY AND SUSTAINABLE DEVELOPMENT I: Proceedings of the International Conference on Green Energy and Sustainable Development (GESD 2017) - Chongqing City, China (27–28 May 2017)] - The algorithm of malicious code detection based on data mining

Yang, Yubo, Zhao, Yang, Liu, Xiabi

Year:

2017

Language:

english

File:

PDF, 817 KB

english, 2017

35

An Efficient Image Co-segmentation Algorithm based on Active Contour and Image Saliency

Zhang, Zhizhi, Liu, Xiabi, Soomro, Nouman Qadeer, Abou-El-Hossein, K.

Journal:

MATEC Web of Conferences

Year:

2016

Language:

english

File:

PDF, 1.10 MB

english, 2016

36

[ACM Press the 2018 10th International Conference - Macau, China (2018.02.26-2018.02.28)] Proceedings of the 2018 10th International Conference on Machine Learning and Computing - ICMLC 2018 - A Clustering Ensemble Method Based on Cluster Selection and Cluster Splitting

Tang, Yuyang, Liu, Xiabi

Year:

2018

Language:

english

File:

PDF, 629 KB

english, 2018

37

Automatic recognition of 3D GGO CT imaging signs through the fusion of hybrid resampling and layer-wise fine-tuning CNNs

Han, Guanghui, Liu, Xiabi, Zheng, Guangyuan, Wang, Murong, Huang, Shan

Journal:

Medical and Biological Engineering and Computing

Year:

2018

Language:

english

File:

PDF, 4.75 MB

english, 2018

38

Empirical Driven Automatic Detection of Lobulation Imaging Signs in Lung CT

Han, Guanghui, Liu, Xiabi, Soomro, Nouman Q., Sun, Jia, Zhao, Yanfeng, Zhao, Xinming, Zhou, Chunwu

Journal:

BioMed Research International

Year:

2017

Language:

english

File:

PDF, 4.93 MB

english, 2017

39

NN Graph

Qadeer, Nouman, Hu, Dongting, Liu, Xiabi, Anwar, Shahzad, Sultan, Malik Saad

Journal:

Advances in Multimedia

Year:

2015

Language:

english

File:

PDF, 2.14 MB

english, 2015

40

ICGT: A novel incremental clustering approach based on GMM tree

Wan, Yuchai, Liu, Xiabi, Wu, Yi, Guo, Lunhao, Chen, Qiming, Wang, Murong

Journal:

Data & Knowledge Engineering

Year:

2018

Language:

english

File:

PDF, 1.12 MB

english, 2018

41

[IEEE 2019 International Joint Conference on Neural Networks (IJCNN) - Budapest, Hungary (2019.7.14-2019.7.19)] 2019 International Joint Conference on Neural Networks (IJCNN) - A New Feature Selection Method based on Monarch Butterfly Optimization and Fisher Criterion

Qin, Xiaodong, Liu, Xiabi, Boumaraf, Said

Year:

2019

File:

PDF, 200 KB

2019

42

A Multi-View features hinged siamese U-Net for image Co-segmentation

Li, Yushuo, Liu, Xiabi, Gong, Xiaopeng, Wang, Murong

Journal:

Multimedia Tools and Applications

Year:

2020

File:

PDF, 2.00 MB

2020

43

A New Computer-Aided Diagnosis System with Modified Genetic Feature Selection for BI-RADS Classification of Breast Masses in Mammograms

Boumaraf, Said, Liu, Xiabi, Ferkous, Chokri, Ma, Xiaohong

Journal:

BioMed Research International

Year:

2020

File:

PDF, 1.92 MB

2020

44

A novel co-attention computation block for deep learning based image co-segmentation

Gong, Xiaopeng, Liu, Xiabi, Li, Yushuo, Li, Huiyu

Journal:

Image and Vision Computing

Year:

2020

File:

PDF, 2.40 MB

2020

45

EW-Fisher: A Novel Loss Function for Deep Learning-Based Image Co-Segmentation

Gong, Xiaopeng, Liu, Xiabi, Duan, Xin, Li, Yushuo

Journal:

Neural Processing Letters

Year:

2020

File:

PDF, 1.21 MB

2020

46

[IEEE 2020 International Joint Conference on Neural Networks (IJCNN) - Glasgow, United Kingdom (2020.7.19-2020.7.24)] 2020 International Joint Conference on Neural Networks (IJCNN) - A New Three-stage Curriculum Learning Approach for Deep Network Based Liver Tumor Segmentation

Li, Huiyu, Liu, Xiabi, Boumaraf, Said, Liu, Weihua, Gong, Xiaopeng, Ma, Xiaohong

Year:

2020

File:

PDF, 1.74 MB

2020

47

[IEEE 2020 International Joint Conference on Neural Networks (IJCNN) - Glasgow, United Kingdom (2020.7.19-2020.7.24)] 2020 International Joint Conference on Neural Networks (IJCNN) - Image Co-segmentation with Multi-Scale Dual-Cross Correlation Network

Li, Yushuo, Liu, Yuanpei, Gong, Xiaopeng, Liu, Xiabi

Year:

2020

File:

PDF, 1.49 MB

2020

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