簡 歷:
2015–現(xiàn)在,中國科學(xué)院大學(xué),崗位教授;
2011–現(xiàn)在,中國科學(xué)院計算技術(shù)研究所,研究員;
2009–現(xiàn)在,中國科學(xué)院計算技術(shù)研究所,博士生導(dǎo)師;
2007–2008,Carnegie Mellon University,計算機(jī)學(xué)院機(jī)器人研究所,訪問學(xué)者;
2004–2010,中國科學(xué)院計算技術(shù)研究所,副研究員;
2002–2003,中國科學(xué)院計算技術(shù)研究所,助理研究員;
1999–2002,中國科學(xué)院大學(xué),軟件與理論,工學(xué)博士;
1996-1999,中國科學(xué)院大學(xué),應(yīng)用數(shù)學(xué),理學(xué)碩士;
1992-1996,四川師范大學(xué),數(shù)學(xué),理學(xué)學(xué)士;
現(xiàn)任前瞻研究實驗室人體運(yùn)動仿真研究組組長,主要在計算機(jī)應(yīng)用方向從事人體運(yùn)動建模仿真基礎(chǔ)交叉研究,涉及計算機(jī)圖形學(xué)、虛擬現(xiàn)實、人工智能。具體研究興趣包括基于深度學(xué)習(xí)的運(yùn)動捕獲與運(yùn)動行為理解、基于生成式模型的運(yùn)動合成與運(yùn)動控制、基于數(shù)字孿生的虛擬人建模,以及這些技術(shù)在增強(qiáng)現(xiàn)實、人形機(jī)器人等領(lǐng)域的應(yīng)用。
國科大導(dǎo)師個人主頁鏈接:http://people.ucas.ac.cn/~xiashihong
主要論著:
1.?Lei Hu, Zihao Zhang, Chongyang Zhong, Boyuan Jiang, Shihong Xia. Pose-Aware Attention Network for Flexible Motion Retargeting by Body Part. IEEE TVCG?30(8): 4792-4808 (2024)
2.?Boyuan Jiang, Lei Hu, Shihong Xia. Probabilistic Triangulation for Uncalibrated Multi-View 3D Human Pose Estimation. ICCV 2023: 14804-14814
3.?Chongyang Zhong, Lei Hu, Zihao Zhang, Shihong Xia. AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention Mechanism. ICCV 2023: 509-519
4.?Zhenfeng Fan, Zhiheng Zhang, Shuang Yang, Chongyang Zhong, Min Cao, Shihong Xia. Unpaired Multi-domain Attribute Translation of 3D Facial Shapes with a Square and Symmetric Geometric Map. ICCV 2023: 20771-20781
5.?Zhenfeng Fan, Silong Peng, Shihong Xia. Towards Fine-grained Optimal 3D Face Dense Registration: an Iterative Dividing and Diffusing Method. IJCV 131(9): 2356-2376 (2023).
6.?Yuhui Wen, Lin Gao, Hongbo Fu, FangLue Zhang, Shihong Xia, YongJin Liu. Motif-GCNs with Local and Non-Local Temporal Blocks for Skeleton-Based Action Recognition. IEEE TPAMI 45(2): 2009-2023 (2023).
7.?Jie Yang, Lin Gao, Qingyang Tan, Yihua Huang, Shihong Xia, Yu-Kun Lai. Multiscale Mesh Deformation Component Analysis with Attention-Based Autoencoders. IEEE TVCG 29(2): 1301-1317 (2023)
8.?Yongjing Ye, Libin Liu, Lei Hu, Shihong Xia. Neural3Points: Learning to Generate Physically Realistic Full-body Motion for Virtual Reality Users. CGF 41(8): 183-194 (SCA 2022)
9.?Chongyang Zhong, Lei Hu, Zihao Zhang, Shihong Xia. Learning Uncoupled-Modulation CVAE for 3D Action-Conditioned Human Motion Synthesis. ECCV (21) 2022: 716-732.
10.?Shuyu Chen, Jia-Qi Zhang, Lin Gao, Yue He, Shihong Xia, Min Shi, Fanglue Zhang. Active Colorization for Cartoon Line Drawings. IEEE TVCG 28(2): 1198-1208 (2022)
11.?Chongyang Zhong, Lei Hu, Zihao Zhang, Yongjing Ye, Shihong Xia. Spatio-Temporal Gating-Adjacency GCN for Human Motion Prediction. CVPR 2022: 6447-6456.
12.?Zihao Zhang, Lei Hu, Xiaoming Deng, Shihong Xia. Sequential 3D Human Pose Estimation Using Adaptive Point Cloud Sampling Strategy. IJCAI 2021: 1330-1337.
13.?胡磊, 張子豪, 夏時洪. 融合神經(jīng)網(wǎng)絡(luò)與數(shù)值計算的人體逆向運(yùn)動學(xué)求解. 中國科學(xué): 數(shù)學(xué), 2021, 51(1): 137-152
14.?Zhiyong Wang, Jinxiang Chai, Shihong Xia. Combining Recurrent Neural Networks and Adversarial Training for Human Motion Synthesis and Control. IEEE TVCG 27(1): 14-28 (2021)
15.?Lin Gao, Yu-Kun Lai, Jie Yang, Ling-Xiao Zhang, Shihong Xia, Leif Kobbelt. Sparse Data Driven Mesh Deformation. IEEE TVCG 27(3): 2085-2100 (2021)
16.?Zhiyong Wang, Jinxiang Chai, Shihong Xia. Realtime and Accurate 3D Eye Gaze Capture with DCNN-Based Iris and Pupil Segmentation. IEEE TVCG 27(1): 190-203 (2021)
17.?[美] 史蒂夫·J.戈特勒(Steven J.Gortler)著; 夏時洪, 高林譯. 3D計算機(jī)圖形學(xué)基礎(chǔ). 清華大學(xué)出版社. ISBN: 978-7-302-56105-7. 2020.
18.?Shu-Yu Chen, Wanchao Su, Lin Gao, Shihong Xia, Hongbo Fu. DeepFaceDrawing: Deep Generation of Face Images from Sketches. ACM TOG / SIGGRAPH, 2020,39 (4), 72: 1-72: 16
19.?Zihao Zhang, Lei Hu, Xiaoming Deng, Shihong Xia. Weakly Supervised Adversarial Learning for 3D Human Pose Estimation from Point Clouds. IEEE TVCG/VR 26 (5), 1851-1859, 2020.
20.?Mingze Yuan, Lin Gao, Hongbo?Fu, Shihong Xia. Temporal Upsampling of Depth Maps Using a Hybrid Camera. IEEE TVCG 25(3): 1591-1602 (2019)
21.?Yuhui Wen, Lin Gao, Hongbo Fu, Fang-Lue Zhang, Shihong Xia. Graph CNNs with Motif and Variable Temporal Block for Skeleton-based Action Recognition. AAAI 2019: 8989-8996.
22.?Lin Gao, Jie Yang, Yiling Qiao, Yukun Lai, Paul Rosin, Weiwei Xu, Shihong Xia. Automatic unpaired shape deformation transfer. ACM TOG / SIGGRAPH Asia 2018,?37 (6), 237: 1-237: 15
23.?Yuhui Wen, Hongshi Huang, Yuanyuan Yu, Si Zhang, Jie Yang, Yingfang Ao, Shihong Xia. Effect of tibia marker placement on knee joint kinematic analysis. Gait & Posture 60 (2018) 99-103.
24.?Qingyang Tan, Lin Gao, Yu-Kun Lai, Shihong Xia. Variational Autoencoders for Deforming 3D Mesh Models. CVPR 2018: 5841-5850
25.?Shuyu Chen, Lin Gao, Yu-Kun Lai, Paul L. Rosin, Shihong Xia. Real-time 3D Face Reconstruction and Gaze Tracking for Virtual Reality. IEEE VR 2018: 525-526
26.?Shihong Xia, Zihao Zhang, Le Su. Cascaded 3D Full-body Pose Regression from Single Depth Image at 100 FPS. IEEE VR 2018: 431-438
27.?Qingyang Tan, Lin Gao, Yu-Kun Lai, Jie Yang, Shihong Xia. Mesh-based Autoencoders for Localized Deformation Component Analysis. AAAI 2018: 2452-2459.
28.?Kangkan Wang, Guofeng Zhang, Shihong Xia. Templateless Non-rigid Reconstruction and Motion Tracking with a Single RGB-D Camera. IEEE TIP 26(12): 5966-5979 (2017)
29.?Shihong Xia, Lin Gao, Yu-Kun Lai, Ming-Ze Yuan, Jinxiang Chai. A Survey on Human Performance Capture and Animation. JCST 32(3): 536-554 (2017)
30.?Xiaolei Lv, Jinxiang Chai, Shihong Xia. Data-driven Inverse Dynamics for Human Motion. ACM TOG / SIGGRAPH Asia 2016: 35(6), 163:1-163:12.
31.?Lin Gao, Yu-Kun Lai, Dun Liang, Shu-Yu Chen, Shihong Xia. Efficient and Flexible Deformation Representation for Data-Driven Surface Modeling. ACM TOG, vol. 35(5), 158:1-17, 2016
32.?Congyi Wang, Fuhao Shi, Shihong Xia, Jinxiang Chai. Realtime 3D eye gaze animation using a single RGB camera. ACM TOG /?SIGGRAPH 2016: 35(4), 118:1-118:14
33.?Shihong Xia, Congyi Wang, Jinxiang Chai, Jessica Hodgins. Realtime Style Transfer for Unlabeled Heterogeneous Human Motion. ACM TOG?/ SIGGRAPH 2015. 34(4), 119:1-119:10
34.?夏時洪,?王兆其. 虛擬人合成研究進(jìn)展. 中國科學(xué)F輯, 2009, 39(5):483-498
35.?楊路,?夏時洪. 一類構(gòu)造性幾何不等式的機(jī)器證明. 計算機(jī)學(xué)報, 2003, 26 (07): 769-778
科研項目:
1.?北京市自然科學(xué)基金-海淀原始創(chuàng)新聯(lián)合基金重點研究專題項目“基于單目RGB-D圖像視頻的運(yùn)動人體實時動態(tài)一體化三維重建”,主持;
2.?國家自然科學(xué)面上項目“基于單目RGB/RGBD相機(jī)的身體運(yùn)動和面部運(yùn)動同步捕獲方法研究”,主持;
3.?國家自然科學(xué)基金面上項目“風(fēng)格化人體運(yùn)動合成新方法研究”,主持;
4.?北京市自然科學(xué)基金課題“基于MRI圖像序列的人體肌肉重建與測量新方法研究”,主持;
5.?國家自然科學(xué)基金面上項目“體現(xiàn)性格特征的語音驅(qū)動人臉動畫合成新方法”,主持;
6.?北京市自然科學(xué)基金課題“面向數(shù)字娛樂的骨骼動畫關(guān)鍵技術(shù)研究”,主持;
7.?國家自然科學(xué)基金青年基金“基于布料運(yùn)動實例數(shù)據(jù)的虛擬人服裝動畫方法研究”,主持;
8.?國家自然科學(xué)基金面上項目“基于運(yùn)動庫檢索和視頻分析的三維人體運(yùn)動重構(gòu)”,參與;
9.?國家自然科學(xué)基金重點項目“虛擬奧運(yùn)博物館關(guān)鍵技術(shù)研究”,參與。
北京市自然科學(xué)基金-海淀原始創(chuàng)新聯(lián)合基金重點研究專題項目“基于等。
等。
獲獎及榮譽(yù):
)
1.?中國科學(xué)院計算技術(shù)研究所易方達(dá)金融科技獎教金(2022);
2.?中國科學(xué)院計算技術(shù)研究所曙光獎教金(2020);
3.?中國計算機(jī)學(xué)會科學(xué)技術(shù)獎技術(shù)發(fā)明一等獎(2018)“三維人體運(yùn)動建模關(guān)鍵技術(shù)及應(yīng)用”(排第一);
4.?教育部科學(xué)技術(shù)獎技術(shù)發(fā)明二等獎(2018)“人體運(yùn)動捕獲數(shù)據(jù)處理及重用技術(shù)”(排第二);
5.?中國科學(xué)院計算技術(shù)研究所曙光獎教金(2017);
6.?中國仿真學(xué)會科學(xué)技術(shù)獎科技進(jìn)步一等獎(2017)“數(shù)據(jù)驅(qū)動的人體運(yùn)動建模仿真技術(shù)”(排第一);
7.?軍隊科技進(jìn)步二等獎(2012)“虛擬人技術(shù)及其在載人航天中的應(yīng)用”(排第四);
8.?中國科學(xué)院計算技術(shù)研究所所長獎教金(2009);
9.?北京市科學(xué)技術(shù)獎一等獎(2006)“面向體育訓(xùn)練的三維人體運(yùn)動模擬與視頻分析系統(tǒng)”(排第四)。
“面向體育訓(xùn)練的三維人體運(yùn)動模擬與視頻分析系統(tǒng)”(排第四)。
夏時洪 研究員
研究方向:
所屬部門:前瞻研究實驗室
導(dǎo)師類別:博導(dǎo)計算機(jī)應(yīng)用技術(shù)
聯(lián)系方式:xsh@ict.ac.cn
個人網(wǎng)頁:http://hmmlab.cn