姚西文

姚西文，男，博士，現任 西北工業大學自動化學院副研究員。

基本介紹

• 中文名：姚西文
• 學位/學歷：博士
• 職業：教師
• 任職院校：西北工業大學

個人經歷

工作經歷 Work Experience

2019.06-至今 西北工業大學 副研究員

2018.07-至今 西北工業大學 碩士生導師

2016.12-2019.06 西北工業大學 助理研究員

教育經歷 Education Experience

2010.09-2016.11 西北工業大學 博士

2006.09-2010.07 西北工業大學 本科

研究方向

計算機視覺、深度學習、遙感圖像處理與分析。

學術成果

主持國家自然科學基金青年基金、中國博士後基金特別資助、陝西省自然科學基礎研究計畫、航天科學技術基金、中國博士後基金面上一等資助、陝西省博士後科研一等資助等多項科研項目；

參與國家重點研發計畫、國家科技重大專項（“高分重大專項”）、國家自然科學基金面上項目等多項科研項目。

近年來，在計算機視覺、遙感圖像處理和分析等領域發表國際期刊論文和國際會議論文20餘篇，其中：ESI高被引論文和熱點論文5篇。授權國家(國防)發明專利9項。

Selected Publications

[12] Junwei Han, Xiwen Yao(共同第一作者), Gong Cheng, Xiaoxu Feng, Dong Xu.P-CNN: Part-based convolutional neural networks for fine-grained visual categorization.IEEE Transactions on Pattern Analysis and Machine Intelligence. DOI: 10.1109/TPAMI.2019.2933510.(SCI 1區)

[11] Xiaoxu Feng, Junwei Han*, Xiwen Yao*(通訊作者), Gong Cheng.Progressive contextual instance refinement for weakly supervised object detection in remote sensing images.IEEE Transactions on Geoscience and Remote Sensing. DOI: 10.1109/TGRS.2020.2985989.(SCI 1區)

[10] Gong Cheng, Yongjie Si, Hailong Hong, Xiwen Yao*(通訊作者), Lei Guo.Cross-scale feature fusion for object detection in optical remote sensing images.IEEE Geoscience and Remote Sensing Letters. DOI:10.1109/LGRS.2020.2975541.(SCI 3區)

[9]Xiwen Yao, Junwei Han, Dingwen Zhang, Feiping Nie. Revisiting co-saliency detection: a novel approach based on two-stage multi-view spectral rotation co-clustering.IEEE Transactions on Image Processing, 26(7): 3196-3209, 2017. (SCI 1區,ESI高被引和熱點論文)

[8] Xiwen Yao, Junwei Han, Gong Cheng, Xueming Qian, Lei Guo. Semantic annotation of high-resolution satellite images via weakly supervised learning. IEEE Transactions on Geoscience and Remote Sensing, 54(6): 3660-3671, 2016. (SCI 1區, ESI高被引和熱點論文)

[7] Gong Cheng, Zhenpeng Li, Xiwen Yao*(通訊作者), Lei Guo, Zhongliang Wei. Remote sensing image scene classification using bag of convolutional features. IEEE Geoscience and Remote Sensing Letters, 14(10): 1735-1739,2017. (SCI 3區, ESI高被引和熱點論文)

[6] Gong Cheng, Ceyuan Yang, Xiwen Yao, Lei Guo, Junwei Han. When deep learning meets metric learning: remote sensing image scene classification via learning discriminative CNNs. IEEE Transactions on Geoscience and Remote Sensing, 56(5): 2811-2821, 2018. (SCI 1區, ESI高被引和熱點論文)

[5] Gong Cheng, Zhenpeng Li, Junwei Han,Xiwen Yao, Lei Guo. Exploring hierarchical convolutional features for hyperspectral image classification.IEEE Transactions on Geoscience and Remote Sensing, 56(11): 6712-6722, 2018. (SCI 1區，ESI高被引和熱點論文)

[4] Yixuan Yuan, Xiwen Yao(共同第一作者), Junwei Han, Lei Guo, Max Q.-H. Meng. Discriminative joint-feature topic models with dual constraints for WCE classification. IEEE Transcations on Cybernetics, 48(7): 2074-2085, 2018. (SCI 1區)

[3] Xiwen Yao, Junwei Han, Lei Guo, Shuhui Bu, Zhenbao Liu. A coarse-to-fine model for airport detection from remote sensing images using target-oriented visual saliency and CRF. Neurocomputing, 164: 162-172, 2015. (SCI 2區)

[2] Xiaoliang Qian, Sheng Lin, Gong Cheng,Xiwen Yao, Hangli Ren and Wei Wang. Object Detection in Remote Sensing Images Based on Improved Bounding Box Regression and Multi-Level Features Fusion.Remote Sensing. 12(1): 143, 2020. (SCI 2區)

[1] Gong Cheng, Junwei Han, Lei Guo, Xiaoliang Qian, Peicheng Zhou, Xiwen Yao, Xintao Hu. Object detection in remote sensing imagery using a discriminatively trained mixture model. ISPRS Journal of Photogrammetry and Remote Sensing, 85: 32-43, 2013. (SCI 1區)

榮譽獎項

2020年："Revisiting co-saliency detection: A novel approach based on two-stage multi-view spectral rotation co-clustering" 榮獲陝西省第十四屆自然科學優秀學術論文二等獎；

2019年："When deep learning meets metric learning: remote sensing image scene classification via learning discriminative CNNs" 入選2018中國百篇最具影響國際學術論文；

2019年：西北工業大學優秀博士論文；

2018年：ISPRS Journal of Photogrammetry and Remote Sensing、Neurocomputing傑出貢獻審稿人獎(Outstanding Contribution in Reviewing);

2016年：博士研究生國家獎學金；

2013年：博士研究生國家獎學金。