计算机与信息学院

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教师信息 个人照片
姓    名 郭艳蓉 性    别   女
出生年月 最终学位 博士
毕业学校 合肥工业大学
从事专业 图像处理与分析 职    务 -
所属院系 计算机与信息学院
所属科室(研究所) 多媒体计算研究所 职     称 副研究员
联系方式
办公电话
E-mail yrguo@hfut.edu.cn
通讯地址 安徽省合肥市屯溪路193号计算机与信息学院
邮  编 230009
简    历
  郭艳蓉,安徽省合肥市人。2013年6月于合肥工业大学获得博士学位,2013年8月至2016年9月在美国北卡大学教堂山分校图像显示增强与分析实验室(IDEA LAB)从事博士后研究,2016年11月起于合肥工业大学计算机与信息学院从事教学与科研工作。在IEEE Transactions on Medical Imaging、Medical Image Analysis、Medical Physics、MICCAI、ISBI等期刊与会议发表论文三十余篇。
研究方向
  图像处理与分析、模式识别
教学工作
  拟开展“信号与系统”教学。

获奖情况
 
主要论著
  Journals
● Xiaohuan Cao, Jianhua Yang, Yaozong Gao, Yanrong Guo, Guorong Wu, Dinggang Shen.Dual-core steered non-rigid registration for multi-modal images via bi-directional image synthesis. Medical Image Analysis, 41: 18-31, 2017
Yanrong Guo, Yaozong Gao, Dinggang Shen. Deformable MR Prostate Segmentation via Deep Feature Learning and Sparse Patch Matching. IEEE Transactions on Medical Imaging, 35(4): 1077-1089,2016
Yanrong Guo, Yaozong Gao, Yeqin Shao, True Price, Aytekin Oto, Dinggang Shen. Deformable Segmentation of 3-D MR Prostate Images via Distributed Discriminative Dictionary and Ensemble Learning. Medical Physics, vol. 41, no.7, pp.072303, 2014
Yanrong Guo, Guorong Wu, Jianguo Jiang, Dinggang Shen. Robust Anatomical Correspondence Detection by Hierarchical Sparse Graph Matching. IEEE Transactions on Medical Imaging, vol.32, no.2, pp.268-277, 2013
● Shunbo Hu, Lifang Wei, Yaozong Gao, Yanrong Guo, Guorong Wu, Dinggang Shen. Learning‐based Deformable Image Registration for Infant MR Images in the First Year of Life. Medical Physics. 44(1):158-170, 2017
● Shijie Hao, Daru Pan, Yanrong Guo, Richang Hong, Meng Wang: Image detail enhancement with spatially guided filters. Signal Processing 120: 789-796 (2016)
● Shijie Hao, Yanrong Guo, Richang Hong, Meng Wang: Scale-Aware Spatially Guided Mapping. IEEE Multimedia 23(3): 34-42 (2016)
● Shaoyi Du, Yanrong Guo, Gerard Sanroma, Dong Ni, Guorong Wu, Dinggang Shen: Building dynamic population graph for accurate correspondence detection. Medical Image Analysis 26(1): 256-267 (2015)
● Gerard Sanroma, Guorong Wu, Yaozong Gao, Kim-Han Thung, Yanrong Guo, Dinggang Shen:A transversal approach for patch-based label fusion via matrix completion. Medical Image Analysis 24(1): 135-148 (2015)
● Yeqin Shao, Yaozong Gao, Yanrong Guo, Yonghong Shi, Xin Yang, Dinggang Shen:Hierarchical Lung Field Segmentation With Joint Shape and Appearance Sparse Learning. IEEE Trans. Med. Imaging 33(9): 1761-1780 (2014)
● Shijie Hao, Jianguo Jiang, Yanrong Guo, Hong Li:Active learning based intervertebral disk classification combining shape and texture similarities. Neurocomputing 101: 252-257 (2013)
● Shijie Hao, Jianguo Jiang, Yanrong Guo, Shu Zhan: ε-Isometry based shape approximation for image content representation. Signal Processing 93(8): 2293-2304 (2013)
郭艳蓉, 蒋建国, 郝世杰,詹曙. 基于统计相似度的医学图像分割. 中国图象图形学报, 18(2):225-234, 2013
郭艳蓉, 蒋建国, 郝世杰, 詹曙, 李鸿. 基于LBP特征的随机游走图像分割. 电路与系统学报. 18(1): 149-156, 2013.
● 蒋建国, 郭艳蓉, 郝世杰, 詹曙, 李鸿. 贝叶斯框架下的非参数估计Graph Cuts分割算法.中国图象图形学报, 16(6):947-952, 2011
● 蒋建国, 周丹凤, 郝世杰, 郭艳蓉, 詹曙. 联合骨架与边界特征的平面形状分解. 中国图象图形学报,17(11):1425-1430, 2012
● 郝世杰, 蒋建国, 郭艳蓉, 詹曙. 弹性二次曲面模型下的三维形状表现与平滑. 中国图象图形学报, 17(8): 1201-1208, 2012
● 郝世杰, 蒋建国, 郭艳蓉, 詹曙, 李鸿. 结合形状与纹理特征的椎间盘退化辅助诊断. 中国图象图形学报, 17(9): 1168-1174, 2012

Conferences
Yanrong Guo, Pei Dong, Guorong Wu, Weili Lin, Dinggang Shen. Longitudinal Hypergraph Learning: A Consistent Segmentation Method for Measuring the Growth Trajectory of Infant Hippocampus from Brain MR Images. In Proceedings of the 25th Annual Meeting for International Society for Magnetic Resonance in Medicine, 2017
Yanrong Guo, Pei Dong, Shijie Hao, Li Wang, Guorong Wu, Dinggang Shen: Automatic Segmentation of Hippocampus for Longitudinal Infant Brain MR Image Sequence by Spatial-Temporal Hypergraph Learning. Patch-MI@MICCAI 2016: 1-8
Yanrong Guo, Guorong Wu, Pew Thian Yap, Valerie Jewells, Weili Lin, Dinggang Shen: Segmentation of Infant Hippocampus using Common Feature Representations Learned for Multimodal Longitudinal Data. International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), pp.63-71, 2015
Yanrong Guo, Guorong Wu, Leah A. Commander, Stephanie Szary, Valerie Jewells, Weili Lin, Dinggang Shen: Segmenting Hippocampus from Infant Brains by Sparse Patch Matching with Deep-Learned Features. International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), vol.2, pp.308-315, 2014
Yanrong Guo, Yiqiang Zhan, Yaozong Gao, Jianguo Jiang, Dinggang Shen. MR Prostate Segmentation via Distributed Ddiscriminative Dictionary (DDD) Learning. International Symposium on Biomedical Imaging: From Nano to Macro (ISBI), pp.856-859, 2013
Yanrong Guo, Guorong Wu, Yakang Dai, Jianguo Jiang, Dinggang Shen. Robust Anatomical Correspondence Detection by Hierarchical Sparse Graph Matching. MICCAI Workshop on Medical Computer Vision, pp. 89-97, 2012
Yanrong Guo, Jianguo Jiang, Shijie Hao, Shu Zhan. Distribution-based Active Contour Model for Medical Image Segmentation. International Conference on Image and Graphics, pp.61-65, 2011
● Pei Dong*, Yanrong Guo*, Dinggang Shen, Guorong Wu.Multi-atlas and Multi-modal Hippocampus Segmentation for Infant MR Brain Images by Propagating Anatomical Labels on Hypergraph. Patch-MI@MICCAI 2015: 188-196
● Pei Dong, Yanrong Guo, Yue Gao, Peipeng Liang, Yonghong Shi, Qian Wang, Dinggang Shen, Guorong Wu. Segment Deep Gray Matter Nucleus from MR Images: An Automatic Computational Tool for Early Diagnosis of Parkinson's Disease. In Proceedings of the 25th Annual Meeting for International Society for Magnetic Resonance in Medicine, 2017
● Pei Dong, Yangrong Guo, Yue Gao, Peipeng Liang, Yonghong Shi, Qian Wang, Dinggang Shen, Guorong Wu.Multi-Atlas Based Segmentation of Brainstem Nuclei from MR Images by Deep Hyper-Graph Learning. Patch-MI@MICCAI 2016: 51-59
● Li Wang, Yanrong Guo, Xiaohuan Cao, Guorong Wu, Dinggang Shen:
Consistent Multi-Atlas Hippocampus Segmentation for Longitudinal MR Brain Images with Temporal Sparse Representation. Patch-MI@MICCAI 2016: 34-42
● Zhengwang Wu, Sang Hyun Park, Yanrong Guo, Yaozong Gao, Dinggang Shen:Regression Guided Deformable Models for Segmentation of Multiple Brain ROIs. MLMI@MICCAI 2016: 237-245
● Minjeong Kim, Guorong Wu, Yanrong Guo, Dinggang Shen. Joint labeling of multiple regions of interest (ROIS) by enhanced auto context models. ISBI 2015: 1560-1563
● Yeqin Shao, Yanrong Guo, Yaozong Gao, Xin Yang, Dinggang Shen: Hippocampus Segmentation from MR Infant Brain Images via Boundary Regression. MCV@MICCAI 2015: 146-154
● Gerard Sanroma, Guorong Wu, Kim-Han Thung, Yanrong Guo, Dinggang Shen. Novel Multi-Atlas Segmentation by Matrix Completion. MLMI 2014: 207-214
● Shijie Hao, Jianguo Jiang, Yanrong Guo, Shu Zhan. Intervertebral Disc Shape Analysis with Geodesic Metric in Shape Space. In Proceedings of 6th International Conference on Image and Graphics. Hefei, China, 2011

Book Chapters
Yanrong Guo, Yaozong Gao, Dinggang Shen. Deformable MR Prostate Segmentation via Deep Feature Learning and Sparse Patch Matching pp.197–222, 2017, Academic Press.
● Yaozong Gao, Yanrong Guo, Yinghuan Shi, Shu Liao, Jun Lian, Dinggang Shen. Image-Guided Radiotherapy with Machine Learning. Machine Learning in Radiation Oncology, pp.157-192, 2015, Springer Press.