基本信息
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职业迁徙
个人简介
My primary research interests are in computer vision. I am also very interested in more general questions in AI and machine learning. My current research topics include:
First Person Vision: A first person camera placed at the person's head captures candid moments in our life, providing detailed visual data of how we interact with people, objects, and scenes. It reveals our future intention and momentary visual sensorimotor behaviors. With the first person vision, can we build a computational model for personalized intelligence that predicts what we see and act by "putting yourself in her/his shoes"?
NSF Project on First Person Vision: Constructing Social Interactions in 3D Space from First Person Vision
Human Recognition: We are developing computer algorithms to recognize human at multiple levels of abstractions: from the basic body limb tracking, to human identification, to gesture recognition, to activity inference. The ultimate goal is to develop computation algorithms to understand human behavior in video.
Image Segmentation and Object Recognition: Our research is motivated by two sets of questions,1) how to extract “interesting” patterns from data, and 2) how to guide the grouping process to achieve specific vision tasks, such as recognizing familiar object shapes. In this direction, we have been pursuing a line of research building upon spectral graph theory.
First Person Vision: A first person camera placed at the person's head captures candid moments in our life, providing detailed visual data of how we interact with people, objects, and scenes. It reveals our future intention and momentary visual sensorimotor behaviors. With the first person vision, can we build a computational model for personalized intelligence that predicts what we see and act by "putting yourself in her/his shoes"?
NSF Project on First Person Vision: Constructing Social Interactions in 3D Space from First Person Vision
Human Recognition: We are developing computer algorithms to recognize human at multiple levels of abstractions: from the basic body limb tracking, to human identification, to gesture recognition, to activity inference. The ultimate goal is to develop computation algorithms to understand human behavior in video.
Image Segmentation and Object Recognition: Our research is motivated by two sets of questions,1) how to extract “interesting” patterns from data, and 2) how to guide the grouping process to achieve specific vision tasks, such as recognizing familiar object shapes. In this direction, we have been pursuing a line of research building upon spectral graph theory.
研究兴趣
论文共 187 篇作者统计合作学者相似作者
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Kristen Grauman,Andrew Westbury,Lorenzo Torresani,Kris Kitani,Jitendra Malik,Triantafyllos Afouras,Kumar Ashutosh, Vijay Baiyya,Siddhant Bansal, Bikram Boote,Eugene Byrne, Zachary Chavis,Joya Chen,Feng Cheng, Fu-Jen Chu,Sean Crane,Avijit Dasgupta, Jing Dong,Maria Escobar,Cristhian David Forigua Diaz,Abrham Gebreselasie,Sanjay Haresh, Jing Huang,Md Mohaiminul Islam, Suyog Jain,Rawal Khirodkar, Devansh Kukreja,Kevin Liang,Jia-Wei Liu,Sagnik Majumder,Yongsen Mao,Miguel Martin,Effrosyni Mavroudi,Tushar Nagarajan,Francesco Ragusa,Santhosh Kumar Ramakrishnan, Luigi Seminara,Arjun Somayazulu,Yale Song,Shan Su, Zihui Xue, Edward Zhang, Jinxu Zhang,Angela Castillo,Changan Chen,Fu Xinzhu,Ryosuke Furuta,Cristina González, Gupta, Jiabo Hu,Yifei Huang, Yiming Huang,Weslie Khoo, Anush Kumar, Robert Kuo, Sach Lakhavani,Miao Liu, Mi Luo,Zhengyi Luo, Brighid Meredith, Austin Miller, Oluwatumininu Oguntola,Xiaqing Pan, Penny Peng,Shraman Pramanick,Merey Ramazanova,Fiona Ryan, Wei Shan,Kiran Somasundaram,Chenan Song,Audrey Southerland, Masatoshi Tateno,Huiyu Wang, Yuchen Wang,Takuma Yagi,Mingfei Yan,Xitong Yang,Zecheng Yu, Shengxin Zha,Chen Zhao, Ziwei Zhao,Zhifan Zhu, Jeff Zhuo,Pablo ARBELAEZ,Gedas Bertasius,Dima Damen,Jakob Engel,Giovanni Maria Farinella,Antonino Furnari,Bernard Ghanem,Judy Hoffman,C.V. Jawahar,Richard Newcombe,Hyun Soo Park,James Rehg,Yoichi Sato,Manolis Savva,Jianbo Shi,Mike Zheng Shou,Michael Wray
CVPR 2024 (2024)
CoRR (2024)
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CoRR (2024)
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2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)pp.23030-23040, (2024)
Computer Vision and Image Understanding (2023): 103751-103751
CVPR 2023 (2023)
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作者统计
#Papers: 187
#Citation: 48320
H-Index: 53
G-Index: 187
Sociability: 6
Diversity: 1
Activity: 2
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