Efficient integral image computation on the GPU

IEEE Intelligent Vehicles Symposium, Proceedings

Volumn , Issue , 2010, Pages 528-533

  Bilgic, Berkin ^a   Horn, Berthold K P ^a   Masaki, Ichiro ^a  

^a USA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DOUBLE PRECISION; GRAPHICS PROCESSING UNIT; IMAGE SIZES; INTEGRAL IMAGES; MEGA-PIXEL; PROGRAMMING MODELS; SECOND LEVEL; SOFTWARE PLATFORMS; SPEED-UPS; TARGET IMAGES;

ALGORITHMS; INTELLIGENT VEHICLE HIGHWAY SYSTEMS; PROGRAM PROCESSORS;

COMPUTER GRAPHICS EQUIPMENT;

EID: 77956540513     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IVS.2010.5548142     Document Type: Conference Paper

References (12)

1. P. Viola and M. Jones. Rapid Object Detection Using a Boosted Cascade of Simple Features. Conference on Computer Vision and Pattern Recognition (CVPR), 2001
2. Q. Zhu, S. Avidan, M. Yeh, and K. Cheng. Fast Human Detection using a Cascade of Histograms of Oriented Gradients. Conference on Computer Vision and Pattern Recognition (CVPR), 2006
3. B. Bilgic, B.K.P. Horn, I. Masaki. Fast Human Detection with Cascaded Ensembles on the GPU. Submitted to IEEE Intelligent Vehicles Symposium, 2010
4. C.H. Messom, A.L. Barczak. High Precision GPU based Integral Images for Moment Invariant Image Processing Systems. Electronics New Zealand Conference (ENZCON'08), 2008
5. M. Harris. Parallel Prefix Sum (Scan) with CUDA. NVIDIA CUDA SDK code samples
6. G.E. Blelloch. Prefix Sums and Their Applications. John H. Reif (Ed.), Synthesis of Parallel Algorithms, Morgan Kaufmann, 1990.
7. P. Viola, M. Jones and D. Snow. Detecting Pedestrians Using Patterns of Motion and Appearance. International Conference on Computer Vision (ICCV), 2003
8. F. Porikli. Integral histogram: A Fast Way to Extract Histograms in Cartesian Spaces. Conference on Computer Vision and Pattern Recognition (CVPR), 2005
9. N. Dalal and B. Triggs. Histograms of Oriented Gradients for Human Detection. Conference on Computer Vision and Pattern Recognition (CVPR), 2005
10. M. Harris. Scan of Large Arrays. NVIDIA CUDA SDK code samples
11. NVIDIA: NVIDIA CUDA SDK code samples, Transpose
12. P.Y. Simard, L. Bottou, P. Haffner, and Y.L. Cun. Boxlets: a Fast Convolution Algorithm for Signal Processing and Neural Networks. In M. Kearns, S. Solla, and D. Colin, editors, Advances in Neural Information Processing Systems, volume 11, pages 571-577, 1999