中科院计算所视觉信息处理与学习组
中科院计算所视觉信息处理与学习组


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科学研究
视觉场景理解组

组  长:王瑞平 研究员

Email:ruiping.wang@vipl.ict.ac.cn

在国家自然科学基金重大项目、科技部973项目等支持下,课题组立足于视觉模态信息的智能感知与认知理论方法的研究,实现对真实开放环境下自然场景的智能感知与理解。围绕图像视频分析与理解这一主题,针对图像视频检索、物体检测/识别、场景理解、场景关系建模、语义描述与问答等前沿核心问题进行布局,构建具有自主学习、动态更新机制的视觉概念库平台系统,致力于实现视觉智能从感知任务到认知任务的迈进。
研究内容

图像视频检索、物体检测/识别、视觉属性分析、场景理解、场景关系建模、语义描述与问答等。

部分论文

刊物论文

1.    Huajie Jiang, Ruiping Wang, Shiguang Shan, Yan Li, Haomiao Liu, Xilin Chen, “Attribute Annotation on Large Scale Image Database by Active Knowledge Transfer,” Image and Vision Computing, vol. 78, pp. 1-13, Oct. 2018. 【pdf】

会议论文

1.    Chen He, Ruiping Wang, Shiguang Shan, Xilin Chen, “Exemplar-Supported Generative Reproduction for Class Incremental Learning,”29th British Machine Vision Conference (BMVC2018), Newcastle upon Tyne, UK, Sep. 3-6, 2018. 【pdf】

2.    Yong Liu, Ruiping Wang, Shiguang Shan, Xilin Chen, “Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR2018), pp. 6985-6994, Salt Lake City, UT, June 18-22, 2018. 【pdf】

3.    Huajie Jiang, Ruiping Wang, Shiguang Shan, Xilin Chen, “Learning Class Prototypes via Structure Alignment for Zero-Shot Recognition,”15th European Conference on Computer Vision (ECCV2018), Munich, Germany, Sep. 8-14, 2018. 【pdf】

4.    Difei Gao, Ruiping Wang, Shiguang Shan, Xilin Chen, "Visual Textbook Network:Watch Carefully before Answering Visual Questions," British Machine Vision ConferenceConference(BMVC2017), 2017. 【pdf】

5.    Haomiao Liu, Ruiping Wang, Shiguang Shan, Xilin Chen, "Learning Multifunctional Binary Codes for Both Category and Attribute Oriented Retrieval Tasks," IEEE Conference on Computer Vision and Pattern Recognition(CVPR2017), 2017. 【pdf】

6.    Huajie Jiang, Ruiping Wang, Shiguang Shan, Yi Yang, Xilin Chen, "Learning Discriminative Latent Attributes for Zero-Shot Classification," IEEE International Conference on Computer Vision(ICCV2017), Venice, Italy, 2017. 【pdf】

7.    Shishi Qiao, Ruiping Wang, Shiguang Shan, Xilin Chen, "Deep Video Code for Efficient Face Video Retrieval," Asian Conference on Computer Vision(ACCV2016), 2016. 【pdf】

8.    Yuheng Lu, Ruiping Wang, Shiguang Shan, Xilin Chen, "Multiple-shot Person Re-identification via Riemannian Discriminative Learning," Asian Conference on Computer Vision Workshops(ACCV2016), 2016. 【pdf】

9.    Haomiao Liu, Ruiping Wang, Shiguang Shan, Xilin Chen, "Deep Supervised Hashing for Fast Image Retrieval," IEEE Conference on Computer Vision and Pattern Recognition(CVPR2016), 2016. 【pdf】

10.    Yan Li, Ruiping Wang, Haomiao Liu, Huajie Jiang, Shiguang Shan, Xilin Chen, "Two Birds,One Stone:Jointly Learning Binary Code for Large-Scale Face Image Retrieval and Attributes Prediction," IEEE International Conference on Computer Vision(ICCV2015), 2015. 【pdf】


视觉信息处理和学习组
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  • Email:yi.cheng@vipl.ict.ac.cn
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