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孟凡满

副教授

智能视觉信息处理与通信实验室

fmmeng@uestc.edu.cn

English Version
个人简介:

2006年在山东农业大学获得计算机科学与技术学士学位,成都西华大学计算机软件与理论获得硕士学位,2009年获电子科技大学获信息处理博士学位。

2013年7月至2014年7月,赴南洋理工大学可视化与交互计算系留学。现为电子科技大学电子工程学院副教授。

他在计算机视觉和模式识别领域工作。他的大部分工作集中在特定对象的分割和检测。他目前主要致力于共同分割和显著性检测。


课程教学:
本科生课程:模式识别

研究方向:
智能图像分析,深度学习

论文成果:
  • 1.Li Wei,Li Hongliang,Wu Qingbo,Meng Fanman,Xu Linfeng,Ngan King Ngi,“HeadNet: An End-to-end Adaptive Relational Network for Head Detection”IEEE Transactions on Circuits and Systems for Video Technology, pp.1-1, 02 January 2019. [PDF]
  • 2.F. Meng, L. Guo, Q. Wu and H. Li, "A New Deep Segmentation Quality Assessment Network for Refining Bounding Box Based Segmentation," in IEEE Access, vol. 7, pp. 59514-59523, 2019.
  • 3.Yuwei Yang, Fanman Meng, Hongliang Li, King N.Ngan and Qingbo Wu, “A New Few-shot Segmentation Network Based on Class Representation” in 2019 IEEE International Conference on Visual Communications and Image Processing.
  • 4.Xiaolong Xu, Fanman Meng, Hongliang Li, Qingbo Wu, Yuwei Yang and Shuai Chen, “Bounding Box based Annotation Generation for Semantic Segmentation by Boundary Detection.” in 2019 International Symposium Intelligent Signal Processing and Communication Systems.
  • 5.Kaixu Huang, Fanman Meng, Hongliang Li, Shuai Chen, Qingbo Wu and King N.Ngan, “Class Activation Map generation by Multiple Level Class Grouping and Orthogonal Constraint” in 2019 International Conference on Digital Image Computing Techniques and Applications.
  • 6.Yuwei Yang, Fanman Meng, Hongliang Li, Qingbo Wu, Xiaolong Xu and Shuai Chen, “A New Local Transformation Module for Few-shot Segmentation” in 2020 International Conference on MultiMedia Modeling.
  • 7.Ma L, Li H, Meng F, Wu Q, Ngan K N ,”Discriminative Deep Metric Learning for Asymmetric Discrete Hashing”[J]. Neurocomputing, 2019.
  • 8.Qingbo Wu, Lei Wang,King N. Ngan, Hongliang Li,Fanman Meng,” Beyond Synthetic Data: A Blind Deraining Quality Assessment Metric Towards Authentic Rain Image” 2019 IEEE International Conference on Image Processing (ICIP). IEEE, 2019: 2364-2368.
  • 9.Shang C, Wu Q, Meng F, Xu L.,”Instance Segmentation by Learning Deep Feature in Embedding Space”2019 IEEE International Conference on Image Processing (ICIP). IEEE, 2019: 2444-2448.
  • 10.Wu Qingbo,Ma Rui,Ngan King Ngi,Li Hongliang,Meng Fanman,” Blind Image Sharpness Assessment And Enhancement via Deep Auxiliary Learning” 2019 IEEE International Conference on Multimedia and Expo (ICME), 2019: 1852-1857.
  • 11.Heqian Qiu, Hongliang Li,Qingbo Wu,Fanman Meng,King Ngi Ngan,Hengcan Shi,” A2RMNet: Adaptively Aspect Ratio Multi-Scale Network for Object Detection in Remote Sensing Images”, Remote Sensing, Vol.11(13), p.1594, 01 July 2019.
  • 12.Qingbo Wu, Hongliang Li, Fanman Meng, and King N. Ngan, "A Perceptually Weighted Rank Correlation Indicator for Objective Image Quality Assessment", IEEE Transactions on Image Processing, vol. 27, no. 5, pp. 2499 - 2513, May 2018. [PDF] [CODE]
  • 13.Qingbo Wu, Hongliang Li, Fanman Meng, and King N. Ngan, "Towards A Blind Quality Metric for Temporally Distorted Streaming Video", IEEE Transactions on Broadcasting, vol. 64, no. 2, pp. 367 - 378, June 2018. [PDF] [CODE]
  • 14.Hengcan Shi, Hongliang Li, Fanman Meng, Qingbo Wu, Linfeng Xu, King N. Ngan, "Hierarchical Parsing Net: Semantic Scene Parsing from Global Scene to Objects", IEEE Transactions on Multimedia, vol. 20, no. 10, pp. 2670 - 2682, 2018.
  • 15.Bing Luo, Hongliang Li ; Fanman Meng ; Qingbo Wu ; King Ngi Ngan, “An Unsupervised Method to Extract Video Object via Complexity Awareness and Object Local Parts”, IEEE Transactions on Circuits and Systems for Video Technology, vol. 28, no.7, pp. 1580 - 1594, July 2018.
  • 16.Tiecheng Song, Hongliang Li, Fanman Meng, Qingbo Wu, and Jianfei Cai, "LETRIST: Locally Encoded Transform Feature Histogram for Rotation-Invariant Texture Classification", IEEE Transactions on Circuits and Systems for Video Technology, vol. 28, no.7, pp. 1565 - 1579, 2018.
  • 17.Qingbo Wu, Hongliang Li, Fanman Meng, and King N. Ngan, “Generic Proposal Evaluator: A Lazy Learning Strategy Towards Blind Proposal Quality Assessment”, IEEE Transactions on Intelligent Transportation Systems, vol. 19, no. 1, pp. 306-319, Jan. 2018. [PDF] [CODE]
  • 18.Fanman Meng, Hongliang Li, Qingbo Wu, and King Ngi Ngan, “Seeds based Part Segmentation by Seeds Propagation and Region Convexity Decomposition”, IEEE Transactions on Multimedia, vol. 20, no. 2, pp. 310-322, Feb. 2018.
  • 19.Fanman Meng, Hongliang Li, Qingbo Wu, Bing Luo, Chao Huang, and King Ngi Ngan, “Globally Measuring the Similarity of Superpixels by Binary Edge Maps for Superpixel Clustering”, IEEE Transactions on Circuits and Systems for Video Technology, vol. 28, no.4, pp. 906-919, Apr. 2018.
  • 20.Hengcan Shi, Hongliang Li, Qingbo Wu, Fanman Meng, and King Ngi Ngan, “Boosting scene parsing performance via reliable scale prediction,” 26th ACM international conference on Multimedia. Seoul, Korea, October 22 - 26, 2018.
  • 21.Hengcan Shi, Hongliang Li, Fanman Meng, Qingbo Wu, “Key-Word-Aware Network for Referring Expression Image Segmentation”, 15th European Conference on Computer Vision, Munich, Germany, September 8 -14, 2018.
  • 22.Fanman Meng, Hongliang Li, Qingbo Wu, Bing Luo, and King Ngi Ngan, "Weakly Supervised Part Proposal Segmentation from Multiple Images", IEEE Transactions on Image Processing, vol. 26, no. 8, pp. 4019-4031, 2017. [PDF]
  • 23.Lei Ma, Hongliang Li, Fanman Meng, Qingbo Wu, King Ngi Ngan, “Learning Efficient Binary Codes From High-Level Feature Representations for Multilabel Image Retrieval”, IEEE Transactions on Multimedia, vol. 19, no. 11, pp. 2545-2560, November 2017.
  • 24.Qingbo Wu, Hongliang Li, Zhou Wang, Fanman Meng, Bing Luo, Wei Li, and King N. Ngan, “Blind Image Quality Assessment Based on Rank-Order Regularized Regression”, IEEE Transactions on Multimedia, vol. 19, no. 11, pp. 2490-2504, November 2017. [PDF]
  • 25.Fanman Meng, Hongliang Li, Qingbo Wu, Bing Luo, and King Ngi Ngan, “Weakly Supervised Part Proposal Segmentation from Multiple Images”, IEEE Transactions on Image Processing, vol. 26, no. 8, pp. 4019 – 4031, 2017.
  • 26.Bing Luo, Hongliang Li, Fanman Meng, Qingbo Wu, and Chao Huang, "Video Object Segmentation via Global Consistency Aware Query Strategy", IEEE Transactions on Multimedia, vol. 19, no. 7, pp. 1482 – 1493, 2017.
  • 27.Lei Ma, Hongliang Li, Fanman Meng, Qingbo Wu, and Linfeng Xu, "Manifold-ranking Embedded Order Preserving Hashing for Image Semantic Retrieval", Journal of Visual Communication and Image Representation, vol. 44, pp. 29-39, Apr. 2017.
  • 28.Qingbo Wu, Hongliang Li, Fanman Meng, King N. Ngan, Bing Luo, Chao Huang, and Bing Zeng, "Blind Image Quality Assessment Based on Multi-Channel Features Fusion and Label Transfer", IEEE Transactions on Circuits and Systems for Video Technology, vol. 26, no. 3, pp. 425 - 440, 2016.
  • 29.Tiecheng Song, Fanman Meng, Qingbo Wu, Bing Luo, Tianqi Zhang, Yongjun Xu, "L2SSP: Robust keypoint description using local second-order statistics with soft-pooling ", Neurocomputing, In Press, Corrected Proof, Available online 10 December 2016.
  • 30.Fanman Meng, Hongliang Li, Qingbo Wu, Bing Luo, Chao Huang, King Ngan "Globally Measuring the Similarity of Superpixels by Binary Edge Maps for Superpixel Clustering ", IEEE Transactions on Circuits and Systems for Video Technology, Accepted, 2016. [PDF] [PROJECT]
  • 31.Wei Li, Chao Huang, Bing Luo, Fanman Meng, Tiecheng Song, Hengcan Shi, "Person re-identification based on multi-region-set ensembles ", Journal of Visual Communication and Image Representation, Volume 40, Part A, October 2016, Pages 67-75.
  • 32.Qingbo Wu, Hongliang Li, Fanman Meng, King N. Ngan, Bing Luo, Chao Huang, Bing Zeng "Blind Image Quality Assessment Based on Multichannel Feature Fusion and Label Transfer ", IEEE Transactions on Circuits and Systems for Video Technology, vol. 26, no. 3, pp. 425-440, 2016. [PDF] [CODE]
  • 33.Fanman Meng, Jianfei Cai, Hongliang Li, "Cosegmentation of multiple image groups ", Computer Vision and Image Understanding, vol. 146, pp. 67-76, May 2016.
  • 34.Hongyuan Zhu, Fanman Meng, Jianfei Cai, Shijian Lu, "Beyond pixels: A comprehensive survey from bottom-up to semantic image segmentation and cosegmentation ", Journal of Visual Communication and Image Representation, vol. 34, pp. 12-27, Jan. 2016.
  • 35.Chao Huang, Qingbo Wu, and Fanman Meng, "QualityNet: Segmentation Quality Evaluation with Deep Convolutional Networks", IEEE International Conference on Visual Communication and Image Processing (VCIP 2016), Chengdu, China, Nov. 27 - 30, 2016.
  • 36.Fanman Meng, Hongliang Li, Qingbo Wu, Bing Luo, Jianfei Cai and Chao Huang, "Part Propagation for Local Part Segmentation", IEEE International Conference on Visual Communication and Image Processing (VCIP 2016), Chengdu, China, Nov. 27 - 30, 2016.
  • 37.Jian Xiong, Hongliang. Li, Fanman. Meng, Qingbo Wu and K.N. Ngan, “Fast HEVC Inter CU Decision based on Latent SAD Estimation”, IEEE Transactions on Multimedia, Vol. 17, no. 12, pp. 2147- 2159, Sep. 2015.
  • 38.Fanman Meng, Hongliang Li, Shuyuan Zhu, Bing Luo, Chao Huang, Bing Zeng, Moncef Gabbouj. "Constrained Directed Graph Clustering and Segmentation Propagation for Multiple Foregrounds Co-segmentation", IEEE Transactions on Circuits and Systems for Video Technology, Vol. 25, no. 11, pp. 1735 -1748, 2015. [PDF]
  • 39.Qingbo Wu, Hongliang Li, Fanman Meng, King Ngi Ngan, Shuyuan Zhu " No reference image quality assessment metric via multi-domain structural information and piecewise regression", Journal of Visual Communication and Image Representation, Volume 32, October 2015, Pages 205-216. [PDF] [CODE]
  • 40.Tiecheng Song, Hongliang Li, Fanman Meng, Qingbo Wu and Bing Luo, "Exploring space-frequency co-occurrences via local quantized patterns for texture representation", Pattern Recognition, vol. 48, no. 8, Aug. 2015.
  • 41.Jian Xiong, Hongliang Li, Fanman Meng, Shuyuan Zhu, Qingbo Wu, and Bing Zeng, "MRF-based Fast HEVC Inter CU Decision with the Variance of Absolute Differences," IEEE Transactions on Multimedia, vol. 16, no. 8, pp. 2141-2153, Dec., 2014.
  • 42.Hongliang Li, Fanman Meng, Bing Luo, Shuyuan Zhu, "Repairing Bad Co-segmentation using Its Quality Evaluation and Segment Propagation," IEEE Transactions on Image Processing, vol. 23, no. 8, pp. 3545-3559, 2014. [PROJECT]
  • 43.Hongliang Li, Fanman Meng, Qingbo Wu, and Bing Luo, "Unsupervised Multi-class Region Co-segmentation via Ensemble Clustering and Energy Minimization", IEEE Transactions on Circuits and Systems for Video Technology, vol. 24, no. 5, pp. 789-801, May. 2014.
  • 44.Jian Xiong, Hongliang Li, Qingbo Wu, and Fanman Meng, "A Fast HEVC Inter CU Selection Method Based on Pyramid Motion Divergence," IEEE Transactions on Multimedia, vol. 16, no. 2, pp. 559-564, 2014.
  • 45.Fanman Meng, Jianfei Cai, Hongliang Li "On Multiple Image Group Cosegmentation," The 12th Asian Conference on Computer Vision (ACCV 2014, Oral), Singapore, Nov 1-5, 2014.(Best Student Paper Honorable Mention Award) [PDF]
  • 46.Koteswar Jerripothula, Jianfei Cai, Fanman Meng, Junsong Yuan "Automatic Image Co-Segmentation Using Geometric Mean Saliency," 2014 IEEE International Conference on Image Processing, , Paris, France, Oct 27-30, 2014.(Top 10% Paper Award)
  • 47.Fanman Meng, Hongliang Li, KingNgi Ngan,Bing Zeng, Nini Rao "Similar Scene Cosegmentation," IEEE international symposium on circuits and systems (ISCAS 2014), Melbourne, Australia, Jun 1-5, 2014. [CODE]
  • 48.Fanman Meng, Bing Luo, Chao Huang, Liangzhi Tang, Bing Zeng, Nini Rao "Favorite Object Extraction Using Web Images," IEEE international symposium on circuits and systems (ISCAS 2014), Melbourne, Australia, Jun 1-5, 2014.
  • 49.Hongliang Li, Fanman Meng, and King N. Ngan, "Co-Salient Object Detection From Multiple Images", IEEE Transactions on Multimedia, vol. 15, no. 8, pp. 1896-1909, 2013.
  • 50.Fanman Meng, Hongliang Li, King Ngi Ngan, Liaoyuan Zeng, Qingbo Wu, "Feature Adaptive Co-segmentation by Complexity Awareness", IEEE Transactions on Image Processing, vol. 22, no. 12, pp. 4809-4824, 2013. [PDF]
  • 51.Fanman Meng, Hongliang Li, Guanghui Liu and King N. Ngan, "From Logo to Object Segmentation", IEEE Transactions on Multimedia, vol. 15, no. 8, pp. 2186-2197, 2013.
  • 52.Hongliang Li, Fanman Meng, and King N. Ngan, "Co-Salient Object Detection From Multiple Images", IEEE Transactions on Multimedia, vol. 15, no. 8, pp. 1896-1909, 2013. [PROJECT]
  • 53.Fanman Meng, Hongliang Li, Guanghui Liu, and King Ngi Ngan, "Image Co-segmentation by Incorporating Color Reward Strategy and Active Contours Model," IEEE Transactions on Cybernetics, vol. 43, no. 2, pp. 725-737, April 2013. [PDF] [CODE] [PROJECT]
  • 54.Fanman Meng, Hongliang Li, Guanghui Liu, and King Ngi Ngan, "Object Co-segmentation based on Shortest Path Algorithm and Saliency Model," IEEE Transactions on Multimedia, vol.14, no. 5, pp. 1429 -1441, 2012. [PDF] [CODE] [PROJECT]
  • 55.Fanman Meng, Hongliang Li, "Complexity Awareness based Feature Adaptive Co-segmentation," IEEE International Conference on Image Process (ICIP 2013), Melbourne, Australia, Sep. 15-18, 2013.
  • 56.Fanman Meng, Bing Luo, Chao Huang, "Object Co-segmentation Based on Directed Graph Clustering," IEEE Visual Communications and Image Processing (VCIP 2013), Sarawak, Malaysia, Nov. 17 - 20, 2013.
  • 57.Tiecheng Song, Fanman Meng, Chao Huang and Bing Luo, "Exploring Binary Code Ensemble for Robust Texture Representation," IEEE Visual Communications and Image Processing (VCIP 2013), Sarawak, Malaysia, Nov. 17 - 20, 2013.
  • 58.Fanman Meng, Hongliang Li, Guanghui Liu, "Segmenting specific object based on logo detection," IEEE international symposium on circuits and systems (ISCAS 2013), Beijing, China, May 19-23, 2013.
  • 59.Fanman Meng, Hongliang Li, Guanghui Liu, "Image co-segmentation via active contours," IEEE international symposium on circuits and systems (ISCAS 2012),, Seoul, South Korea, May 20-23 2012.
  • 60.Fanman Meng, Hongliang Li, Guanghui Liu, "A New Co-saliency Model via Pairwise Constraint Graph Matching," IEEE International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS 2012), Tamsui, New Taipei City, Taiwan, Nov. 4-7, 2012
  • 61.Wang Luo, Hongliang Li, Guanghui Liu, Fanman Meng, "Change detection in unregistered optical satellite images using combinatorial clustering method," IEEE International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS 2011), Chiangmai, Thailand, Dec. 7-9, 2011.

  • 招生信息:
    081000 信息与通信工程
    06方向:图像与视频处理
    09方向:机器学习与人工智能
    10方向:信号与信息智能处理

    奖项荣誉:
    2014年四川省优秀毕业生
    2014年中国电子科技大学优秀毕业生
    2012年华为基金会奖学金
    2011年中央大学基础研究基金

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    更新时间2019-01-05

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    实验室地址:成都市高新区(西区)西源大道2006号

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