From 87d06eab828bc6fce18fc7762f5ad9b7359dac64 Mon Sep 17 00:00:00 2001 From: catree Date: Sun, 17 Jul 2016 23:06:20 +0200 Subject: [PATCH] Add bib reference for overall hitrate and false alarm rate for the train cascade user guide (OpenCV 2.4). --- doc/opencv.bib | 1 + doc/user_guide/ug_traincascade.rst | 8 +++++--- 2 files changed, 6 insertions(+), 3 deletions(-) diff --git a/doc/opencv.bib b/doc/opencv.bib index 83f986855a..8ecb0a98c1 100644 --- a/doc/opencv.bib +++ b/doc/opencv.bib @@ -316,6 +316,7 @@ # '''[Teh89]''' C.H. Teh, R.T. Chin. On the Detection of Dominant Points on Digital Curves. - IEEE Tr. PAMI, 1989, v.11, No.8, p. 859-872. # '''[Trucco98]''' Emanuele Trucco, Alessandro Verri. Introductory Techniques for 3-D Computer Vision. Prentice Hall, Inc., 1998. # '''[Viola01]''' Paul Viola and Michael J. Jones. Rapid Object Detection using a Boosted Cascade of Simple Features. IEEE CVPR, 2001.<
> The paper is available online at http://www.ai.mit.edu/people/viola/ +# '''[Viola04]''' Paul Viola and Michael J. Jones. Robust real-time face detection. International Journal of Computer Vision, 57(2):137–154, 2004.<
> The paper is available online at http://www.vision.caltech.edu/html-files/EE148-2005-Spring/pprs/viola04ijcv.pdf # '''[Welch95]''' Greg Welch, Gary Bishop. An Introduction To the Kalman Filter. Technical Report TR95-041, University of North Carolina at Chapel Hill, 1995.<
> Online version is available at http://www.cs.unc.edu/~welch/kalman/kalmanIntro.html # '''[Williams92]''' D. J. Williams and M. Shah. A Fast Algorithm for Active Contours and Curvature Estimation. CVGIP: Image Understanding, Vol. 55, No. 1, pp. 14-26, Jan., 1992. http://www.cs.ucf.edu/~vision/papers/shah/92/WIS92A.pdf. # '''[Yuen03]''' H.K. Yuen, J. Princen, J. Illingworth and J. Kittler. Comparative study of Hough Transform methods for circle finding.<
>http://www.sciencedirect.com/science/article/B6V09-48TCV4N-5Y/2/91f551d124777f7a4cf7b18325235673 diff --git a/doc/user_guide/ug_traincascade.rst b/doc/user_guide/ug_traincascade.rst index 49cdbd698a..a29ad488da 100644 --- a/doc/user_guide/ug_traincascade.rst +++ b/doc/user_guide/ug_traincascade.rst @@ -326,11 +326,11 @@ Command line arguments of ``opencv_traincascade`` application grouped by purpose * ``-minHitRate `` - Minimal desired hit rate for each stage of the classifier. Overall hit rate may be estimated as (min_hit_rate^number_of_stages). + Minimal desired hit rate for each stage of the classifier. Overall hit rate may be estimated as (min_hit_rate ^ number_of_stages) [Viola2004]_. * ``-maxFalseAlarmRate `` - Maximal desired false alarm rate for each stage of the classifier. Overall false alarm rate may be estimated as (max_false_alarm_rate^number_of_stages). + Maximal desired false alarm rate for each stage of the classifier. Overall false alarm rate may be estimated as (max_false_alarm_rate ^ number_of_stages) [Viola2004]_. * ``-weightTrimRate `` @@ -362,7 +362,9 @@ After the ``opencv_traincascade`` application has finished its work, the trained Training is finished and you can test you cascade classifier! -.. [Viola2001] Paul Viola, Michael Jones. *Rapid Object Detection using a Boosted Cascade of Simple Features*. Conference on Computer Vision and Pattern Recognition (CVPR), 2001, pp. 511-518. +.. [Viola2001] Paul Viola, Michael J. Jones. *Rapid Object Detection using a Boosted Cascade of Simple Features*. Conference on Computer Vision and Pattern Recognition (CVPR), 2001, pp. 511-518. + +.. [Viola2004] Paul Viola, Michael J. Jones. *Robust real-time face detection*. International Journal of Computer Vision, 57(2):137–154, 2004. .. [Rainer2002] Rainer Lienhart and Jochen Maydt. *An Extended Set of Haar-like Features for Rapid Object Detection*. Submitted to ICIP2002.