3D Experience on a 2D Display

被引:0
作者
Srinath, Raghunandan [1 ]
Aishwarya, P. [1 ]
Suman, B. [1 ]
Ramgopichand, V. N. [1 ]
Surabhi, N. [1 ]
机构
[1] Nitte Meenakshi Inst Technol, Dept ECE, Bengaluru, India
来源
2021 INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATION AND INFORMATICS (ICCCI) | 2021年
关键词
Point cloud; Structurefrom motion; Camera calibration; Viewing angle; 3D Reconstruction; Face detection;
D O I
10.1109/ICCCI50826.2021.9402604
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
As we witness an explosion in terms of image data availability, the need for richer visualization also is increasing. While there are significant and successful efforts about creation of 3D datasets (point clouds) and visualization, most systems are today available only for industrial or commercial use, and a full end-to-end economically viable solution is not available for the common man. The solution proposed in this paper focuses on filling this gap offering solutions to create 3D datasets and interactively visualizing the same on normal 2D displays. This is truly inter-disciplinary in nature an amalgamation of 3D geometry, computer vision, machine learning, computer science, etc. We report a successful implementation of a prototype satisfying all these aspects.
引用
收藏
页数:6
相关论文
共 18 条
[1]   Building Rome in a Day [J].
Agarwal, Sameer ;
Snavely, Noah ;
Simon, Ian ;
Seitz, Steven M. ;
Szeliski, Richard .
2009 IEEE 12TH INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV), 2009, :72-79
[2]  
[Anonymous], 3D POINT CLO GEN USI
[3]  
[Anonymous], 1991, Technical report. CMU-CS-91-132
[4]  
[Anonymous], 2008, COMPUT VIS IMAGE UND
[5]  
Boda Ritesh, 2016, ARPN J ENG APPL SCI
[6]   RANDOM SAMPLE CONSENSUS - A PARADIGM FOR MODEL-FITTING WITH APPLICATIONS TO IMAGE-ANALYSIS AND AUTOMATED CARTOGRAPHY [J].
FISCHLER, MA ;
BOLLES, RC .
COMMUNICATIONS OF THE ACM, 1981, 24 (06) :381-395
[7]   Triangulation [J].
Hartley, RI ;
Sturm, P .
COMPUTER VISION AND IMAGE UNDERSTANDING, 1997, 68 (02) :146-157
[8]  
Linsen L., 2001, POINT CLOUD REPRESEN
[9]   A COMPUTER ALGORITHM FOR RECONSTRUCTING A SCENE FROM 2 PROJECTIONS [J].
LONGUETHIGGINS, HC .
NATURE, 1981, 293 (5828) :133-135
[10]   Distinctive image features from scale-invariant keypoints [J].
Lowe, DG .
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2004, 60 (02) :91-110