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Shu Xiang
Tianjin University
Machine learningInformation systemSketchComputer visionComputer science
10Publications
1H-index
8Citations
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Publications 12
Newest
#1Wenhui Li (TJU: Tianjin University)H-Index: 2
#2Shu Xiang (TJU: Tianjin University)H-Index: 1
Last. Tong Hao (Tianjin Normal University)H-Index: 9
view all 7 authors...
Abstract With the widespread application of 3D capture devices, diverse 3D object datasets from different domains have emerged recently. Consequently, how to obtain the 3D objects from different domains is becoming a significant and challenging task. The existing approaches mainly focus on the task of retrieval from the identical dataset, which significantly constrains their implementation in real-world applications. This paper addresses the cross-domain object retrieval in an unsupervised manne...
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#1Wenhui LiH-Index: 2
#2Anan LiuH-Index: 16
Last. Sicheng ZhaoH-Index: 1
view all 40 authors...
1 CitationsSource
#1Anan Liu (TJU: Tianjin University)H-Index: 16
#2Shu Xiang (TJU: Tianjin University)H-Index: 1
Last. Dan Song (TJU: Tianjin University)H-Index: 1
view all 4 authors...
3D CPS (Cyber Physical System) data has been widely generated and utilized for multiple applications, e.g. autonomous driving, unmanned aerial vehicle and so on. For large-scale 3D CPS data analysis, 3D object retrieval plays a significant role for urban perception. In this paper, we propose an end-to-end domain adaptation framework for cross-domain 3D objects retrieval (C3DOR-Net), which learns a joint embedding space for 3D objects from different domains in an end-to-end manner. Specifically, ...
Source
Jul 13, 2018 in IJCAI (International Joint Conference on Artificial Intelligence)
#1Anan Liu (TJU: Tianjin University)H-Index: 16
#2Shu Xiang (TJU: Tianjin University)H-Index: 1
Last. Yuting Su (TJU: Tianjin University)H-Index: 18
view all 5 authors...
2 CitationsSource
#1Juefei Yuan (USM: University of Southern Mississippi)H-Index: 1
#2Bo Li (USM: University of Southern Mississippi)H-Index: 16
Last. Zhichao Zhou (HUST: Huazhong University of Science and Technology)H-Index: 10
view all 25 authors...
Sketch-based 3D model retrieval has the intuitiveness advantage over other types of retrieval schemes. Currently, there is a lot of research in sketch-based 3D model retrieval, which usually targets the problem of retrieving a list of candidate 3D models using a single sketch as input. 2D scene sketch-based 3D scene retrieval is a brand new research topic in the field of 3D object retrieval. Unlike traditional sketch-based 3D model retrieval which ideally assumes that a query sketch contains onl...
1 CitationsSource
#1Weizhi Nie (TJU: Tianjin University)H-Index: 15
#2Shu Xiang (TJU: Tianjin University)H-Index: 1
Last. Anan Liu (TJU: Tianjin University)H-Index: 16
view all 3 authors...
Recent advancements in low-cost 3D sensors and mobile devices of virtual 3D models have additionally facilitated the accessibility of 3D data. 3D model retrieval is becoming an indispensable function for modern search engines. An effective retrieval model is at the core of computer vision. With the continuous improvement of 3D data, there are large number of methods to solve this problem. Existing works proposed numerous works to deal with feature extraction and object matching. Most of them are...
1 CitationsSource
#1Quang-Hieu Pham (SUTD: Singapore University of Technology and Design)H-Index: 4
#2Minh-Khoi Tran (SUTD: Singapore University of Technology and Design)H-Index: 4
Last. Sai-Kit Yeung (SUTD: Singapore University of Technology and Design)H-Index: 17
view all 21 authors...
2 CitationsSource
#1Hameed Abdul-Rashid (USM: University of Southern Mississippi)H-Index: 1
#2Juefei Yuan (USM: University of Southern Mississippi)H-Index: 1
Last. Zhichao Zhou (HUST: Huazhong University of Science and Technology)H-Index: 10
view all 26 authors...
Source
#1Quang-Hieu PhamH-Index: 4
#2Minh-Khoi TranH-Index: 4
Last. Sai-Kit YeungH-Index: 17
view all 21 authors...
4 CitationsSource
#1Juefei Yuan (USM: University of Southern Mississippi)H-Index: 1
#2Bo Li (USM: University of Southern Mississippi)H-Index: 16
Last. Zhichao Zhou (HUST: Huazhong University of Science and Technology)H-Index: 10
view all 25 authors...
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