3
A frontal cat face detector using LBP features.
5
Contributed by Joseph Howse (josephhowse@nummist.com).
7
More information can be found in the following publications and
10
Joseph Howse. OpenCV for Secret Agents (book). Packt Publishing, January
12
Joseph Howse. "Training Detectors and Recognizers in Python and OpenCV"
13
(tutorial). ISMAR 2014. September 9, 2014.
14
http://nummist.com/opencv/Howse_ISMAR_20140909.pdf
15
Joseph Howse. "Training Intelligent Camera Systems with Python and OpenCV"
16
(webcast). O’Reilly Media. June 17, 2014.
17
http://www.oreilly.com/pub/e/3077
19
Build scripts and demo applications can be found in the following repository:
20
https://bitbucket.org/Joe_Howse/angora-blue
24
An upright subject is assumed. In situations where the cat's face might be
25
sideways or upside down (e.g. the cat is rolling over), try various rotations
30
2016-08-06: Re-trained with more negative samples and more stages. False
31
positives are much rarer now. If you tailored your code for the cascade's
32
previous version, now you should re-adjust the arguments of
33
CascadeClassifier::detectMultiScale. For example, decrease the value of the
34
minNeighbors argument. You do not need to use a human face detector to
35
cross-check the positives anymore.
36
2014-04-25: First release (at https://bitbucket.org/Joe_Howse/angora-blue)
38
//////////////////////////////////////////////////////////////////////////
39
| Contributors License Agreement
40
| IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
41
| By downloading, copying, installing or using the software you agree
43
| If you do not agree to this license, do not download, install,
44
| copy or use the software.
46
| Copyright (c) 2014-2016, Joseph Howse (Nummist Media Corporation Limited,
47
| Halifax, Nova Scotia, Canada). All rights reserved.
49
| Redistribution and use in source and binary forms, with or without
50
| modification, are permitted provided that the following conditions are
53
| * Redistributions of source code must retain the above copyright
54
| notice, this list of conditions and the following disclaimer.
55
| * Redistributions in binary form must reproduce the above
56
| copyright notice, this list of conditions and the following
57
| disclaimer in the documentation and/or other materials provided
58
| with the distribution.
59
| * The name of Contributor may not used to endorse or promote products
60
| derived from this software without specific prior written permission.
62
| THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
63
| "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
64
| LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
65
| A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE
66
| CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
67
| EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
68
| PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
69
| PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
70
| LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
71
| NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
72
| SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. Back to
74
//////////////////////////////////////////////////////////////////////////
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<stageType>BOOST</stageType>
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15 21 3 1</rect></_>
3659
16 10 1 1</rect></_>
3662
16 10 2 1</rect></_>
3665
16 17 1 1</rect></_>
3668
16 17 1 2</rect></_>
3671
16 19 1 1</rect></_>
3698
17 10 1 1</rect></_>
3701
17 10 2 2</rect></_>
3704
17 11 1 1</rect></_>
3707
17 12 1 2</rect></_>
3710
17 13 1 1</rect></_>
3737
18 10 1 1</rect></_>
3740
18 11 1 3</rect></_>
3743
18 12 1 1</rect></_>
3746
18 17 2 2</rect></_>
3758
19 11 1 1</rect></_>
3761
19 12 1 2</rect></_>
3764
19 15 1 2</rect></_>
3767
20 10 1 1</rect></_></features></cascade>
added
removed
etc/lbpcascades/lbpcascade_frontalcatface.xml
