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宋新航  副研究员  


                                        
研究方向：

                                        
所属部门：智能信息处理重点实验室

                                        
导师类别：硕导计算机应用技术

                                        
联系方式：xinhang.song@ict.ac.cn

                                        
个人网页：

                                    

                                

                            


                        

                    

                

            

            

                

                    

                        

                            

                                
简       历：

                                

                                    
2019年9月 — 今：中科院计算所，副研究员


2017年6月 — 2019年8月：中科院计算所，博士后


2011年7月 — 2017年7月：中国科学院大学，博士


2007年9月 — 2011年7月：北京交通大学，计算机与信息技术学院，学士


 


 

个人主页：

                                

                            

                            

                                
主要论著：

                                

                                    
期刊文章:


[1] Xinhang Song, Shuqiang Jiang, Luis Herranz, Chengpeng Chen, "Learning Effective RGB-D Representations for Scene Recognition," IEEE Transactions on Image Processing (TIP), 28(2): 980-993 (2019), CCF A, IF:6.79


[2] Xinhang Song, Shuqiang Jiang, Bohan Wang, Chengpeng Chen, Gongwei Chen. “Image Representations with Spatial Object-to-Object Relations for RGB-D Scene Recognition.” IEEE Transactions on Image Processing (TIP), 29: 525-537 (2020), CCF A, IF:6.79


[3] Xinhang Song, Shuqiang Jiang, Luis Herranz. “Multi-scale multi-feature context modeling for scene recognition in the semantic manifold.” IEEE Transactions on Image Processing (TIP), 2017, CCF A, IF:6.79


[4] Xinhang Song, Shuqiang Jiang, Luis Herranz, Yan Kong, Kai Zheng, “Category co-occurrence modeling for large scale scene recognition”, Pattern Recognition (PR) 59: 98-111 (2016) , CCF B, IF: 5.898







会议文章：


[1] Xinhang Song, Sixian Zhang, Yuyun Hua and Shuqiang Jiang. “Aberrance-aware gradient-sensitive attentions for scene recognition with RGB-D videos.” (ACM Multimedia 2019), 21-25 October 2019, Nice, France , CCF A


[2] Xinhang Song, Bohan Wang, Gongwei Chen and Shuqiang Jiang. “MUCH: MUtual Coupling enHancement of scene recognition and dense captioning.” (ACM Multimedia 2019), 21-25 October 2019, Nice, France , CCF A


[3] Xinhang Song, chengpeng chen, Shuqiang Jiang. “RGB-D Scene Recognition with Object-to-Object Relation” The 25th ACM Multimedia Conference (ACM Multimedia 2017), CCF A


[4] Xinhang Song, Shuqiang Jiang, Luis Herranz. “Combining Models from Multiple Sources for RGB-D Scene Recognition” The 26th International Joint Conference on Artificial Intelligence (IJCAI) 2017, CCF A


[5] Xinhang Song, Luis Herranz, Shuqiang Jiang. “Depth CNNs for RGB-D scene recognition: learning from scratch better than transferring from RGB-CNNs” AAAI, 2017, CCF A


[6] Xinhang Song, Shuqiang Jiang, Luis Herranz. “Joint Multi-feature Spatial Context for Scene Recognition in the Semantic Manifold.” IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2015: 1312-1320, CCF A

                                

                            

                            

                                
科研项目：

                                

                                    
[1] 国家自然基金青年项目：面向复杂环境的RGB-D多视觉模态场景识别与理解技术研究，项目负责人；


[2] 第二届“博新计划”：面向多模态交互的视觉场景识别与理解技术研究，项目负责人；


[3] 第63批博士后科学基金面上项目：基于图像内容语言描述的场景识别与理解技术，项目负责人。

                                

                            

                            

                                
获奖及荣誉：

                                

                                    
2017中科院院长特别奖（科学院共40项）。


2019中国图像图想学学会优秀博士学位论文（10项）