Edited by author 10-24-2004 07:25 PM
I had read this paper some time ago. I know some other applications have been deduced (tracking people, other Viola and Jones paper: Detecting pedestrians using patterns of motion and appearance) but I am just wondering if the method has been improved in speed by some other tricks (it's been 3 years now).

About a month and a half ago I downloaded a V-J implementation from http://sourceforge.net/projects/kolmogorov I set it up to use with a webcam on a home robot, but was disappointed in how it performed. It really likes to find faces in my bookcase, for example. But it only finds my face when I'm at just the right angle to the camera. (This was the case even without my glasses.)

This could be an implementation (rather than a method) problem. Still, it got me thinking about possible method issues. One is background representation. It's probably impossible to train any detector on all possible backgrounds. Further, a specific implementation will have its own characteristic set of backgrounds. For that reason, it's desirable to have a method that the end user can easily train, or at least tweak.

The authors seems to give no intuition why they tried to use rectangular features on their integral image. I think, the rectangles with three regions are nullifying the advantage, if any, gained by integrating the picture intensity up to a point (x,y) in the image. As a result, I am not amazed by the poor quality observed by Robin regarding the method.

Robin, thanks for the link to the Viola-Jones implementation. This came up before in the Chen and Yuille paper last week. AdaBoost is designed to minimize the overall classification error – not minimize the number of false negatives. In “Fast and Robust Classification using Asymmetric AdaBoost and a Detector Cascade” from NIPS 2002, Viola and Jones discuss a modification to AdaBoost to correct for this by making false negatives cost k times more than false positives in the weight update step in each round. I’m not sure whether this implementation uses Asymmetric AdaBoost or not, but that can definitely have an impact on the results.

Louka, thanks for pointing out that difference. I think the MPI implementation used Gentle Boost. False positives were as much an issue as false negatives. It found dozens of faces in the background to every one time it found my face. This could, however, be purely an implementation problem, and not a flaw in the method itself. It's not terribly surprising though that bookshelves and kitchens would match to lots of rectangle combinations, so that's why I started thinking more about backgrounds and how they might cause unexpected problems....

The idea of using many different detectors (all with low false-negative rates) to progressively screen out non-faces until only faces are left seems to depend on the various detectors being independent of each other. Training late-stage detectors only on data that passed through the early stages seems reasonable, but how are the features used in each stage chosen in the first place? Can the order in which features are incorporated into the cascade's stages be optimized to produce independent stages?


Rajit: the use of rectangular features was purely for computational efficiency (section 2.2, page 6). Looking at the figure on page 4, the features can be seen as crude approximations to first-order (a,b) and second-order (c,d) derivative-of-gaussian or gabor filters. The "integral image" is a computational-efficency thing, calculating an intermediate term for each pixel, storing them, and combining them many times (for the various features and subwindows).

Regarding the comment that the robot has trouble detecting faces, I think it depends a lot on training. If it was only trained for frontal faces, it would be rather succeptible to rotations. The scaling of the face also seems to be an issue and of course complex background can give plenty of false positives if they are not initially well accounted for.

hi everyone:
does anyone know a paper by hamed masnadi-shirazi called adaboost face detection.. i tried to test the matlab code at the end, but some of the functions are undefined.. is it possible for any of you to find the complete version of this program and send it as a zipped file to my mail: roxyjames@hotmail.com or james197709@yahoo.co.uk

thx a lot.. i'm looking forward to your answer

Hello to all

This is a request for collaboration for working on Viola and Jones' Adaboost algorithm.

Recently, Hamed Masnadi-Shirazi released his Matlab source as part of an assignment. I have taken the code and tidied it up a bit. But importantly, optimized to run 30 times faster. So to get the 10 best features, it now takes only about 1 hour using Matlab 6.1, on a 512 MB AMD 2.8+ Sempron processor under Win98. This was done mainly by replacing for-loops by their vectorized equivalents.

I've spent a lot of time trying to get very good results, but with memory restrictions and time catching up, I felt that I've taken the code as far as I can go. Specifically, I can only load in about a total of 1600 face or nonface examples only. Still I believe more can be done. I'd like some collaboration on this project.

So I would like to offer the current code to anyone who can use and improve on it. Please email me - kmleeATemailDOTcom.

A big thank you to Hamed and Ian Fasel, who is credited in the paper.

Neil Alldrin made his Matlab code for Pedestrian Detection using Adaboost available as well. A big thank you to Neil as well!

Here's a list of amendments to the code in order of significance:
- optimized code in training features - removing for-loops in several places significantly speeded up things
- Created code for the simpleboxeszero.m function
- Tidied up code for generating features in violaboxeszero - seemed to give incorrect looking features
- Provided code for calculating thresholds. One is testclassifier.m
  I have created another function to create thresholds - based on Viola and Jone's IJCV 2004 paper.
- Changed values for results in face/nonface detection to be 0 and 1 (as per original paper) instead of -1 and 1.
- Clarified algorithm in DisplayFeature.m -
   seemed like a mysterious piece of code, using trilinear matrices to get a picture of a feature!
   Created a new function to overlay a feature over an image and show the feature value calculated.
 The image and the feature number are selectable through a slider bar.
- created a function to read in and generate a list of desired files for training.

hello, kmlee, I am interested in your implementation of v-j's adaboost face detector. I want to to develop an adaboost pederstrian detector based on their marr' prize paper in iccv2001. Could you please send me (du_david@yahoo.com) a copy of your implementation? Did you use all the features or just randomly select some features? Thanks in advance.

Wei

Hi everybody,




I'm a student and I'm very interesting in your code.
I want to adapt it to pedestrian detection to.
Can you send me it please ?
kespite@esinsa.unice.fr


Thanks,

Jonathan

Hi kmlee,

I'm very interesting in your face detection implementation and I want to develop a pedestrian detection based on it.
Can you send me a copy? (enricofung@hotmail.com)

Regards,
enrico

can anyone send me the code for face detection using adaboost technique by viola and jones as a .rar or .zip file to bmallika@mix.wvu.edu.

I'm a student and I'm very interesting in your code.

can anyone send me the code for face detection using adaboost technique by viola and jones as a .rar or .zip file to g980301@ccit.edu.tw

hello to all
I'm a student and I'm very interesting in your code.

can anyone send me the code for face detection using adaboost technique by viola and jones as a .rar or .zip file to muziat@gmail.com

hi all
I'm a student and doing the FYP for obstacle detection in a moving car.
Can anyone send me one copy of the code? Thank you.
My email: g0408529@nus.edu.sg

Hi all

I'm a student and I'm very interesting in your code.

Can anyone send me the code for face detection using adaboost technique by viola and jones as a .rar or .zip file

Email : oceanboy20645@yahoo.com

Hello everyone!!!!

Can anyone send me the code for face detection using adaboost technique by viola and jones as a .rar or .zip file

Email : delerium_mk@yahoo.com


Thanks

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Hello all!!!!

I'm a student and I'm very interesting in your code.

Can you send me a copy?

Email : nihil1235@nate.com


Thanks

Hello,I'm a student in a summer school, and I need to implement Viola and Jones detector in Matlab. Could you please send me a copy.

Thank you very much.

Email: mr_x1977@hotmail.com

Hello!!
Can anyone send me the code for face detection using adaboost technique by viola and jones as a .rar or .zip file
thanks a lot.
Email : yuhulin@gmail.com

Hello!!
I'm also interested in face detection based on viola-jones.
Could you send me one??
thanks a lot!!!

Email: francis0218@hotmail.com

Hello!

I'm new doing some researches on face detection;
Would anyone please send me the code of adaboost algorithm preposed by Vola and Jones?

Thanks a lot!
Email: zhongmei@hawaii.edu

I need this code too...i'm doing a similar work and i would like to have some kind of "inspiration". Could you please send me the matlab code?
This is my email:
domurb2000-groups@yahoo.it

Thank you very much!

I'm working on face detection, please can ayone send me the code the viola and jones face detection in Matlab.
leilaess@yahoo.fr

Hello.
I'm a student working on face detection in video image,I need a Matlab code that's Adaboost and face detection, please send me the code for face detection using adaboost.
This is my email:
oudjani@gmail.com

Thank you very much!

Hello.
I'm a student working on face detection in video image,I need a Matlab code that's Adaboost and face detection, please send me the code for face detection using adaboost.
This is my email:
baonan947@163.com

Thank you very much!

U must do it by urself to improve ur skils, if u need any help i can give u but be sure i m not going to give u the code.

   HINDAWI MAHDI


> Subject: Robust Real Time Object Detection> From: qtopic+28-Jp5D8S99spQZk@quicktopic.com> To: qtopic+subs@quicktopic.com> Date: Sun, 22 Oct 2006 07:21:01 -0700> > --QT-------------------------------------------------------------> Reply by email or visit> http://www.quicktopic.com/28/H/Jp5D8S99spQZk/m32>; -------------------------------------------------------------- --> > Hello.> I'm a student working on face detection in video image,I need a> Matlab code that's Adaboost and face detection, please send me> the code for face detection using adaboost.> This is my email:> oudjani@gmail.com > > Thank you very much!> _________________________________________________________________> To unsubscribe: http://www.quicktopic.com/28/X/Jp5D8S99spQZk>; Start your own topic in 20 seconds: http://www.quicktopic.com |QT
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hello. I'm ibrahim oudjani
thank you Mr, but please if you can send me a modele for adaboost training (as welle as the code Train_AdaBoost.m ) and if you can send me a detail or algorithm how the rectangular filter works for detecting face.
  
                     I need your help
for all docummentations, my email is:
oudjani@gmail.com

Thank you very much!

Hello everyone!!!!

Can anyone send me the code for face detection using adaboost technique by viola and jones as a .rar or .zip file

Email : nkr7777@dreamwiz.com

Thanks

Hi everybody,




I'm a student and I'm very interesting in your code.
I want to adapt it to pedestrian detection to.
Can you send me it please ?

peterfrog.tw@yahoo.com.tw


Thanks,

YNChen

hi all
I'm a student and working in the area of face recognition. Can anyone send me the code for face detection using adaboost technique by viola and jones as a .rar or .zip file?
My email address is shams@csse.uwa.edu.au or sislam123@gmail.com

Edited by author 03-07-2007 11:40 AM
for the code " fast face detection " you find it at http://khoury.imad.googlepages.com/compute...on(comp358b)project
frontal face recognition task mainly based on the work of Viola and Jones
if you want another code for eye detection or face detection sind me email at moha387@yahoo.fr

Dear Imad Khoury and Mahdi Yektaii,
 
Thank you so much for you guys' generosity and dedication. I am a student who is doing a project using boosting technique.
 
I have downloaded your code and tried to implement it on my computer. However, the results were not expected. No red rectangles around the faces and even my color image became gray scale image. I don't know why. BTW, I followed all instruction you posed on the web. The following is some information when I was implementing the code:
 
??? Not enough inputs for colon operator.
Error in ==> FaceDetectorLastWorking at 50
alpha_thresh = 3+sum(alpha_t_Array{stageindex}(1:T{stageindex}))/2; % threshold
Error in ==> FilteringRectangles>pushbutton1_Callback at 116
[arr imim]=FaceDetectorLastWorking(stindex,ss,xxx,yyy);
Error in ==> gui_mainfcn at 75
        feval(varargin{:});
Error in ==> FilteringRectangles at 49
    gui_mainfcn(gui_State, varargin{:});
??? Error using ==> FilteringRectangles('pushbutton1_Callback',gcbo,[],guidata(gcbo))
Not enough inputs for colon operator.
??? Error using ==> pause
Error while evaluating uicontrol Callback
 
Question1: Do you think that I need to train the data again?
Question2: Could you please send me the codes for training and the data set for training?
 
Looking forward to your reply.
 
Regards,
Tracy

please i want a matlab code for geometric face normalization(eye localization)

hay guys i m doing some work in this field and i have just studied about ur work so i m interested in it so if u could just send me ur code for face detection,
my id is
imran.seaking@gmail.com

Please they can help with I cosay source me to detect the faces in real time using matlab.

My mail is lucyameliax100@gmail.com

much Any aid or suggestion agradecere

Att. Lucy

I'm a student and I'm very interesting in your code.
I want to adapt it to people detection to.
Can you send me it please ?

deepavlsi@yahoo.co.in


Thanks,
R.Deepa

i'm very much curious to read ur code can u send me to the following e-mail.
vinodh_1987@yahoo.com

Hi,I'm an undergraduate student, and I need to implement Viola and Jones AdaBoost face detection in C++/C#/MatLab. Could you please send me a copy of your source code.

Thanks a lot.

Email: erretzvaju@yahoo.com

Edited by author 08-21-2007 09:19 PM
HI, I am a Chinese student in this field, would you please send me the souce code of the face detection method proposed by Viola? Thank you very much
  My email is :
     fifthzombiesi@hotmail.com

Edited by author 09-26-2007 04:58 AM
Hi,everyone
I am a student studying the face recognition and now I need the matlab code of face normalisation which includes scaling, rotation and histogram normalisation. I will be appreciate deeply if you can send a copy of your source code, Thank you very much!
My E-mail: saqieer98@yahoo.com.cn

hi,could any one send me the matlab code for the viola-jones face detector
at talha_rasheed_1@hotmail.com
thanks

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dtecton
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Hi,I'm an undergraduate student, and I need Viola and Jones AdaBoost face detection in C++/C#/MatLab to perform my homework. Could you kindly send me a copy of your source code.

Thanks a lot.

Email: discove34@pchome.com.tw

Hi,I'm an undergraduate student, and I need Viola and Jones AdaBoost face detection in C++/C#/MatLab to perform my homework. Could you kindly send me a copy of your source code.

Thanks a lot.

Email : shinsh777@nate.com

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Hi,I'm an undergraduate student, and I need Viola and Jones AdaBoost face detection in C++/C#/MatLab to perform my homework. Could you kindly send me a copy of your source code.

Thanks a lot.

Email : trp71126@yahoo.com.tw

Dear every

I am a graduate student in Tainan, TAIWAN. After I read journal paper "Robust Real-Time Face Detection, " I have the following
questions about the adaboost training algorithm. I sincerely hope you could answer my questions.


1. For each haar-like feature, a lot of face and non-face samples are used
to train the weak classifier h(x,f,p,è). I wish to know how can I obtain a
suitable value of the threshouled è?

2. In your paper, you proposed "For each haar-like feature x, if pf(x)< pè, h
(x,f,p,è)= 1, else h = 0." Does pf(x) indicate the sum of all feature values
which were computed by x?

3. My advisor asked me to implement your paper to compare experimental
results with ours. Would you please provide me any implementation details or source code about this paper ?

Looking forward to your reply. Thanks for your help.

E-mail: m09505006@stumail.nutn.edu.tw

Hi everyone,

I am also curious on face detection expecially on OpenCV platform. I would like to implement the face detection in C++. Could you please share your Adaboost training code with me or if you have any documents for me to write it myself.

Thanks a lot.

My e-mail: pisikasor@yahoo.com

Hi,I'm an undergraduate student, and I need Viola and Jones AdaBoost face detection in MatLab to perform my homework. Could you kindly send me a copy of your source code.i want to start the training image.please help me

Thanks a lot.

email:asuka_sakura85@yahoo.com

Hi,I'm an undergrad student and I need Viola Jones face detection in MatLab to perform my homework. Could you kindly send me a copy of your source code.
Thanks
email- pragati.garg@gmail.com

hi....i'm a student.i need the code of viola jones face detection to finish my final year project.please help me to start from the training till the test set.thank you.please help me and send to asuka_sakura85@yahoo.com

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Edited by author 01-31-2008 08:19 AM
Hi,I'm an undergrad student and I need Viola Jones pedestrian detection in MatLab to perform my project. Could you kindly send me a copy of your source code.
regards

raeiskarimi@hotmail.com

Dear Imad Khoury and Mahdi Yektaii, Thank you so much for you guys' generosity and dedication. I am a student who is doing this project. i really need the code for training.

Salm.hi every one .i am bilal ahmed.i am doing project on face detection and recognition in matlab. so any one who has some idea and codes or some other material plz share it with me .my id is bilal_813@hotmail.com.
thank u

Edited by author 02-12-2008 12:22 PM
Hi iam fatma i registered for master degree in computer science and my thesis about face detection through features so a need your training code to use in my work my email : fatoma_elamora@hotmail.com
             thanks alot

helo hafiz nd fazal.what abut ur project.plz help me in my project

thank u for helping me but i want a cascade code to can continue thanks alot my email:fatoma_elamora@hotmail.com

Hi, my name is Ira I'm an undergrad student in Kiev Poly-tech. Inst. I would like to use Viola Jones pedestrian detection in my project. Could you kindly send me a copy of your source code in c++ or in MatLab.

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thank u for help me but i donot know how to run the face detecor code please help me my email : fatoma_elamora@hotmail.com

hi aam wise offman an undergrad student can anyone please give me the matlab codes for face detection.my email add is wise1610@hotmail.co.uk

Edited by author 04-28-2008 01:04 AM
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If so, then count on us for an affordable and reliable loan services that will give you the comfort you need as we are ready to fund you with any amount you so need and desire.

Contact us at:unionalliance_financelimited@hotmail.com

Thanks,
Mr.Larry Joseph.

hi i am fatma from Egypt i send you a message and you don not replay please please i want the training code to can complete my master please help me thanks alot

Good-day,

I am Mr. Billie Martins. a certified, reputable, legitimate & an accredited private lender.
I loan money out to individuals in need of financial assistance.
Do you have a bad credit or you are in need of money to pay bills?
I want to use this medium to inform you that i render reliable beneficiary assistance as I'll be glad to offer you a loan.

Services Rendered include:

*Refinance
*Home Improvement
*Inventor Loans
*Auto Loans
*Debt Consolidation
*Line of Credit
*Second Mortgage
*Business Loans
*Personal Loans
*International Loans

Please write back If Interested.
Upon your response you'll be provided the loan application to fill.
No social security and no credit check required, 100% Guaranteed.

I Look forward permitting us to be of service to you.
I shall await your response at your earliest convenience.


Kind Regards,

Billie Martins
bmartins.loanequity1@yahoo.com

Hello,

I'm Mr. Joe Martins. a certified, reputable, legitimate & an accredited private money lender.
I loan money out to individuals in need of financial assistance.
Do you have a bad credit or you are in need of money to pay bills?
I want to use this medium to inform you that i render reliable beneficiary assistance as I'll be glad to offer you a loan.

Service Rendered includes:

*Refinance
*Home Improvement
*Investor Loans
*Auto Loans
*Debt Consolidation
*Line of Credit
*Second Mortgage
*Business Loans
*Personal Loans
*International Loans

Please write back If Interested.
Upon your response you'll be provided the loan application to fill.
No social security and no credit check required, 100% Guaranteed.

I Look forward permitting us to be of service to you.
I shall await your response at your earliest convenience.


With Kind Regards,

Joe Martins

Joemartins12@mail2finance.com

Good-day,

I am Mr. Bill Parker. a certified, reputable, legitimate & an accredited private lender.
I loan money out to individuals in need of financial assistance.
Do you have a bad credit or you are in need of money to pay bills?
I want to use this medium to inform you that i render reliable beneficiary assistance as I'll be glad to offer you a loan.
Services Rendered include:

*Refinance
*Home Improvement
*Inventor Loans
*Auto Loans
*Debt Consolidation
*Line of Credit
*Second Mortgage
*Business Loans
*Personal Loans
*International Loans

Please write back If Interested.
Upon your response you'll be provided the loan application to fill.
No social security and no credit check required, 100% Guaranteed.
I Look forward permitting me be of beneficiary service to you.
I shall await your response at your earliest convenience.

Sincerely,

Bill Parker
email: bparker.lender49@hotmail.com

VIt462