彭博

副教授

博士生导师 硕士生导师

办公地点:西南交通大学计算机与人工智能学院软件工程系

主要任职:副教授

其他任职:博导

所在单位:计算机与人工智能学院

其他联系方式:

科学研究

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科研项目

    • 四川省科技重点研发项目(21ZDYF1944), 2021.04.01 - 2023.03.31

    • 四川省公路局科技项目(2019-01), 2020.5-2022.12

    • 国家自然科学基金面上项目(61772435),2018.1-2021.12 

    • 国家重点研发计划项目,2017.12-2020.11 

    • 国家科技支撑计划项目(2015BAH19F02),2015.7-2012.12  

    • 四川省科技厅项目(2014SZ0207), 2014.7.1-2016.6.30

    • 国家自然科学青年基金项目(61202190), 2013.1-2015.12 

    • 国家自然科学基金(61202191),2013.1-2015.12 

    • 四川省科技创新苗子工程重点项目(2012RZ0008), 2012.10-2013.9 

论文成果

      学术论文 (按时间顺序, *表示通讯作者)  

    • Zaid Al-Huda, Bo Peng*, Yan Yang, Riyadh Nazar Ali Algburi. Weakly Supervised Semantic Segmentation by Iteratively Refining Optimal Segmentation with Deep Cues Guidance. Neural Computing and Applications. 2021

    • Bo Peng*, Zaid Al-Huda, Zhuyang Xie, Xi Wu. Multi-scale region composition of hierarchical image segmentation. Multimedia Tools and Applications. 79, 32833–32855, 2020

    • Zaid Al-Huda, Bo Peng*, Yan Yang, Riyadh Nazar Ali Algburi. Object Scale Selection of Hierarchical Image Segmentation with Deep Seeds. IET image processing. 15(1):191-205,January 2021,  

    • Zhuyang Xie, Junzhou Chen, Bo Peng. Point clouds learning with attention-based graph convolution networks. Neurocomputing, 402: 245-255, 2020

    • Hao Wang, Yan Yang, Xiaobo Zhang, Bo Peng. Parallel multi-view concept clustering in distributed computing[J]. Neural Computing and Applications, 2019(6).

    • Zaid Al-Huda, Bo Peng*, Yan Yang, Muqeet Ahmed. Object Scale Selection of Hierarchical Image Segmentation Using Reliable Regions. ISKE, 2019.

    • Cong Gou, Bo Peng*, Tianrui Li and Ziping Gao. Pavement Crack Detection Based on the Improved Faster-RCNN, ISKE, 2019.

    • Ziping Gao, Bo Peng*, Tianrui Li. Text detection by Fusing Text Edge Semantics in Arbitrary Shapes, ISKE,2019.

    • Chao Wang, Bo Peng*, Xun Gong, Zeng Yu and Tianrui  Li. Evaluating Segmentation Quality via Reference Segmentations in  Tree-like Structure, ISKE, 2019

    • Xiaojun Ma, Bo Peng*, Xun Gong, Zeng Yu and Tianrui Li. Hierarchical Region Merging for Multi-scale Image Segmentation, ISKE, 2019.

    • Zhuyang Xie, Bo Peng*, Junzhou Chen. Point Cloulds Learning Using Directed Connected Graph, ISKE, 2019.

    • Hongtao He, Bo Peng*, Junzhou Chen. Image Segmentation Based on Similarity of Hierarchical Regions, ISKE, 2019.

    • Hao Wang, Yan Yang*, Xiaobo Zhang, Bo Peng. Parallel multi-view concept clustering in distributed computing,Neural Computing and Applications. 2019

    • Ziping Gao, Bo Peng*, Tianrui Li and Cong Gou.  Generative Adversarial Networks for Road Crack Image Segmentation.  International Joint Conference on Neural Networks (IJCNN), 2019

    • Bo Peng*, Macmillan Simfukwe,Tianrui Li. Region  based image segmentation evaluation via perceptual pooling strategies.  Machine Vision and Applications. 29:477–488,2018 (SCI)

    • Bo Peng*, Lei Zhang, Xuanqin Mou, Ming-Hsuan  Yang.Evaluation of Segmentation Quality via Adaptive Composition of  Reference Segmentations. IEEE Transactions on Pattern Analysis &  Machine Intelligence, 39(10):1929-1941, 2017.(SCI)

    • Y.H. Yang, H.M. Tian, B. Peng*, T.R. Li, Z.X. Xie. Multi-Label Learning for Detection of CME-Associated Phenomena. Solar Physics,292(9):131,2017. (SCI)

    • M. Simfukwe, B. Peng*, T. Li, D. Kunda. HOSUR: A  Novel Measure for Evaluation of Image Segmentation Quality. Proceedings  of the IEEE International Conference in Information and Communication  Technologies. September 2017.

    • Macmillan Simfukwe, Bo Peng* and Tianrui Li. H2:  Fusion Of HOG and Harris Features For Image Segmentation Evaluation.  International Conference on Intelligent Systems and Knowledge  Engineering(ISKE), 2017.

    • Hao Wang, Bo Peng*, Yan Yang, Qin Chen. A thyriod  nodule grading technology based on TI-RADS. Proceedings of the Ninth  International Conference on Digital Image Processing (ICDIP),  Volume  10420, 1042041, Hong Kong, July 2, 2017.

    • Bo Peng*, Xingzheng Wang, Yan Yang. Region based  exemplar references for image segmentation evaluation. IEEE Signal  processing letters, 23(4):459-462, 2016. (SCI)

    • Waleed M. H. Alrubaidi, Bo Peng*, Yan Yang, Qin  Chen. An Interactive Segmentation Algorithm for Thyroid Nodules in  Ultrasound Images. In 12th International Conference on Intelligent  Computing(ICIC), pp. 107-115, 2016.

    • Macmillan Simfukwe, Bo Peng* , Tianrui Li. A Data  Fusion-Based Framework for Image Segmentation Evaluation. In 12th  International Conference on Intelligent Computing (ICIC), pp. 534-545,  2016.

    • Bo Peng*, Macmillan Simfukwe, Tianrui Li, Yan  Yang. Semi-supervised image segmentation by nearest neighbor region  merging. The 12th conference on uncertainty modeling in knowledge  engineering and decision making (FLINS).  pp. 1143-1148, August, 2016.

    • Bo Peng*, Macmillan Simfukwe, Yan Yang, Tianrui  Li. Perceptual pooling strategies for image segmentation quality  evaluation. The 12th conference on uncertainty modeling in knowledge  engineering and decision making (FLINS). pp. 918-923, August, 2016.

    • 王昊,彭博*,陈琴,杨燕。一种基于多尺度融合甲状腺结节图像特征提取技术.数据采集与处理,第311卷,第5期,1004-1009页, 2016.

    • Haoqian Wang, Chenxue Xu, Xingzheng Wang, Yongbing Zhang, Bo Peng. Light Field Imaging Based Accurate Image Specular Highlight Removal. PLOS ONE, 11(6), e0156173, 2016. (SCI)

    • 韩晓涛,杨燕,彭博,陈琴。基于TI-RADS的甲状腺结节超声图像特征提取技术研究。计算机科学,42(11A):126-130,2015。

    • 田红梅,彭博*,李天瑞,谢宗霞。基于监督学习的日冕暗化检测与提取算法。计算机科学,第42卷,第5期,47-50页,2015。

    • Hongjun Wang, Yinghui Zhang, Ruihua Nie, Yan Yang, Bo Peng, Tianrui Li. Bayesian image segmentation fusion. Knowledge-Based Systems. 2014,71,162-168.  (SCI)

    • Jian Lin, Bo Peng*, Tianrui Li. A Learning-Based  Framework for Supervised and Unsupervised Image Segmentation Evaluation.  International Journal of Image and Graphics, Vol 14, No 3, Jul 2014.

    • Hongmei Tian, Bo Peng*, Tianrui Li, Qin Chen. A  Novel Graph Cut Algorithm for Weak Boundary Object Segmentation.  Proceedings of the Eighth International Conference on Intelligent  Systems and Knowledge Engineering, Shenzhen, China, Nov 2013 (ISKE  2013). pp 263-271, 2013. (best poster paper award)

    • Bo Peng*, Tianrui Li. A Probabilistic Measure for  Quantitative Evaluation of Image Segmentation. IEEE Signal Processing  Letters. 20(7), 689-692, 2013. (SCI)

    • Bo Peng, Lei Zhang and David Zhang. A Survey of  Graph Theoretical Approaches to Image Segmentation. Pattern Recognition  (PR),44 (10-11), 2527-2538, 2013. (SCI)(ESI高被引论文)

    • Jian Lin, Bo Peng*, Tianrui Li, Qin Chen. A  Learning-Based Framework for Image Segmentation Evaluation. The 5th  International Conference on Intelligent Networking and Collaborative  Systems (INCoS), pp. 691– 696, 2013.

    • Khai Nguyen, Bo Peng*, Tianrui Li, Qin Chen.  Online Evaluation System of Image Segmentation. Proceedings of the  Eighth International Conference on Intelligent Systems and Knowledge  Engineering, Shenzhen, China, Nov 2013 (ISKE 2013), pp 527-536, 2013.

    • Zhanghui Kuang, Dirk Schnieders, Hao Zhou, Kwan-Yee K. Wong, Yizhou Yu, Bo Peng.  Learning Image-Specific Parameters for Interactive Segmentation. IEEE  International Conference on Computer Vision and Pattern  Recognition (CVPR), 2012.

    • Bo Peng, Lei Zhang, Evaluation of Image  Segmentation Quality by Adaptive Ground Truth Composition. In European  Conference on Computer Vision (ECCV), Part III, LNCS 7574, pp.  287-300,2012. (计算机视觉三大会议之一) 

    • Yahui Liu, Bo Peng, Guangming Lu, “Unsupervised  Image Segmentation via L1-Norm Minimization Learning”, International  Conference on Computers and Advanced Technology in Education (ICCATE)  2011.

    • Bo Peng, Lei Zhang and David Zhang, "Automatic  Image Segmentation by Dynamic Region Merging", IEEE Trans. on Image  Processing (TIP), Vol. 12, no. 12, pp. 3592-3605, 2011. (SCI) 

    • Bo Peng, Lei Zhang, David Zhang and Jian Yang,  Image Segmentation by Iterated Region Merging with Localized Graph Cuts.  Pattern Recognition (PR), Volume 44, Issues 10-11, Pages 2527-2538,  2011. (SCI)

    • Bo Peng, Lei Zhang and Jian Yang, Iterated Graph  Cuts for Image Segmentation. The Ninth Asian Conference on Computer  Vision (ACCV), pp.677-686, 2009.

    • Bo Peng, Olga Veksler. "Parameter selection for  graph cut based image segmentation". British Machine Vision Conference  (BMVC), pp.153-162, 2008.

研究领域

    计算机视觉:图像语义分割、图像弱监督和自监督学习、生物视觉低层图像处理技术

    可解释人工智能技术:基于深度学习的医学诊断、道路工程缺陷检测

专利

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著作成果

    暂无内容

报考该导师研究生的方式

欢迎你报考彭博老师的研究生,报考有以下方式:

1、参加西南交通大学暑期夏令营活动,提交导师意向时,选择彭博老师,你的所有申请信息将发送给彭博老师,老师看到后将和你取得联系,点击此处参加夏令营活动

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3、参加全国硕士研究生统一招生考试报考彭博老师招收的专业和方向,进入复试后提交导师意向时选择彭博老师。

4、如果你有兴趣攻读彭博老师博士研究生,可以通过申请考核或者统一招考等方式报考该导师博士研究生。

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