Scaling up biologically-inspired computer vision: A case study in unconstrained face recognition on facebook

IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops

Volumn , Issue , 2011, Pages 35-42

  Pinto, Nicolas ^a,b   Stone, Zak ^c   Zickler, Todd ^c   Cox, David ^a  

^a HARVARD UNIVERSITY   (United States)

^b MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

^c HARVARD UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BIOMIMETICS; COMPUTER VISION; LARGE DATASET; SOCIAL NETWORKING (ONLINE);

ARTIFICIAL SYSTEMS; BIOLOGICALLY INSPIRED MODELS; BIOLOGICALLY-INSPIRED COMPUTER VISION; COMPUTATIONAL ARCHITECTURE; CURRENT LIMITATION; FACE IDENTIFICATION; FACE RECOGNITION SYSTEMS; REAL WORLD ENVIRONMENTS;

FACE RECOGNITION;

EID: 80054960468     PISSN: 21607508     EISSN: 21607516     Source Type: Conference Proceeding    
DOI: 10.1109/CVPRW.2011.5981788     Document Type: Conference Paper

References (20)

1. A. Akbarzadeh, J.-M. Frahm, P. Mordohai, B. Clipp, C. Engels, D. Gallup, P. Merrell, M. Phelps, S. Sinha, B. Talton, L. Wang, Q. Yang, H. Stewenius, R. Yang, G. Welch, H. Towles, D. Nister, and M. Pollefeys. Towards Urban 3D Reconstruction from Video. In Proceedings of the Third International Symposium on 3D Data Processing, Visualization, and Transmission (3DPVT'06), 3DPVT '06, pages 1-8, Washington, DC, USA, 2006. IEEE Computer Society.
2. C. B. Barber, D. P. Dobkin, and H. Huhdanpaa. The Quick-hull Algorithm for Convex Hulls. ACM Transactions on Mathematical Software, 22(4):469-483, 1996.
3. J. Bastian, B. Ward, R. Hill, A. van den Hengel, and A. Dick. Interactive Modelling for AR Applications. In Proc. International Symposium on Mixed and Augmented Reality (IS-MAR), pages 1-8, 2010.
4. B. G. Baumgart. Geometric Modeling for Computer Vision. PhD thesis, Stanford University, Stanford, CA, USA, 1974. AAI7506806.
5. P. Bunnun, D. Damen, S. Subramanian, and W. W. Mayol-Cuevas. Interactive Image-based Model Building for Handheld Devices. In Augmented Reality Supermodels Workshop (held in conjunction with ISMAR), pages 1-8, 2010.
6. P. Bunnun and W. Mayol-Cuevas. OutlineAR: an Assisted Interactive Model Building System with Reduced Computational Effort. In Proc. International Symposium on Mixed and Augmented Reality (ISMAR), pages 1-8, 2008.
7. C. H. Chien and J. K. Aggarwal. Volume/surface octrees for the representation of three-dimensional objects. Comput. Vision Graph. Image Process., 36:100-113, November 1986.
8. A. Hartl, C. Arth, and D. Schmalstieg. Instant Segmentation and Feature Extraction for Recognition of Simple Objects on Mobile Phones. In Int. Workshop on Mobile Vision (in conjunction with CVPR), pages 17-24, 2010.
9. S. Hauswiesner, M. Straka, and G. Reitmayr. Coherent image-based rendering of real-world objects. In Proceedings of the 2011 ACM SIGGRAPH Symposium on Interactive 3D Graphics and Game, San Francisco, CA, 2011.
10. G. Klein and D. Murray. Parallel Tracking and Mapping on a Camera Phone. In Proc. International Symposium on Mixed and Augmented Reality (ISMAR), Orlando, October 2009.
11. A. Laurentini. The visual hull concept for silhouette-based image understanding. IEEE Trans. Pattern Anal. Mach. Intell., 16:150-162, February 1994.
12. J. Lee, G. Hirota, and A. State. Modeling Real Objects Using Video See-Through Augmented Reality. In In Proc. ISMR 01 (Int. Symp. on Mixed Reality, pages 144-157, 2001.
13. W. Matusik, C. Buehler, and L. McMillan. Polyhedral visual hulls for real-time rendering. In In Proceedings of Twelfth Eurographics Workshop on Rendering, pages 115-125, 2001.
14. W. Matusik, C. Buehler, R. Raskar, S. J. Gortler, and L. McMillan. Image-based Visual Hulls. In Proceedings of the 27th annual conference on Computer graphics and interactive techniques, SIGGRAPH '00, pages 369-374, New York, NY, USA, 2000. ACM Press/Addison-Wesley Publishing Co.
15. E. Molla and V. Lepetit. Augmented Reality for Board Games. In Proc. International Symposium on Mixed and Augmented Reality (ISMAR), pages 1-8, 2010.
16. Q. Pan, C. Arth, E. Rosten, and G. Reitmayr. Towards Rapid 3d Reconstruction on Mobile Phones from Wide-Field-of-View Images. In Augmented Reality Supermodels Workshop (held in conjunction with ISMAR), pages 1-8, 2010.
17. W. Piekarski and B. Thomas. Tinmith-Metro: New Outdoor Techniques for Creating City Models with an Augmented Reality Wearable Computer. In Wearable Computers, 2001. Proceedings. Fifth International Symposium on, pages 31 - 38, 2001.
18. M. Potmesil. Generating octree models of 3d objects from their silhouettes in a sequence of images. Comput. Vision Graph. Image Process., 40:1-29, October 1987.
19. G. Simon. In-Situ 3D Sketching Using a Video Camera as an Interaction and Tracking Device. In 31st Annual Conference of the European Association for Computer Graphics-Eurographics 2010, Norrköping Suède, 05 2010.
20. A. van den Hengel, A. Dick, T. Thormählen, B. Ward, and P. H. S. Torr. Videotrace: Rapid Interactive Scene Modelling from Video. ACM Trans. Graph., 26, July 2007.