how is the LBP |Local Binary Pattern| values calculated? ~ xRay Pixy

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  • เผยแพร่เมื่อ 17 ธ.ค. 2024

ความคิดเห็น • 97

  • @RitikaxRayPixy
    @RitikaxRayPixy  3 ปีที่แล้ว +2

    Learn Face Recognition Step-by-Step using Local Binary Patterns (LBP) ~xRay Pixy
    th-cam.com/video/FlLd3pQR5FA/w-d-xo.html

  • @yousifelsheikh9802
    @yousifelsheikh9802 4 ปีที่แล้ว +4

    In 6:10 when typing down the values into a binary number the pattern is from top left to right of every row sequentially so it should be 11011100. At least according to my professor. Cheers

    • @RitikaxRayPixy
      @RitikaxRayPixy  4 ปีที่แล้ว

      Hello, @Yousif
      Here, Binary values are not exacted row wise.
      Extract Values from i0 to i7.

  • @theyoutuber778
    @theyoutuber778 2 ปีที่แล้ว +3

    This is a really good explanation. You did step by step video. Understood it like that.

  • @muse1267
    @muse1267 4 ปีที่แล้ว +3

    I just discovered your channel.. and am very glad I did ! Keep it up 👍

  • @encryptionalgorithm
    @encryptionalgorithm 4 ปีที่แล้ว +2

    Nice simplistic explanation. There is just one remark which might confuse the audience. @6:40 the central pixel is set to 211 and other pixels in the block are set to binary; however, @6:49 it seems that the entire block is set to the calculated decimal value.

    • @RitikaxRayPixy
      @RitikaxRayPixy  4 ปีที่แล้ว

      Hello,
      211 is final value that we computed for center pixel. Like that using binary values we will compute for all pixels.

  • @BayuDewanto-vq3kx
    @BayuDewanto-vq3kx 6 หลายเดือนก่อน

    yeah, a question here, on 4:12 is 2^n really important? I don't see any different if you even just ignore it

  • @pranjalkaushik6631
    @pranjalkaushik6631 8 หลายเดือนก่อน +1

    Very good content. Really helpful. Thanks!

    • @RitikaxRayPixy
      @RitikaxRayPixy  8 หลายเดือนก่อน

      You're very welcome!

  • @heisrayco
    @heisrayco 5 หลายเดือนก่อน +1

    Well explained!

  • @youcan3182
    @youcan3182 3 ปีที่แล้ว +2

    Hi please Ritika! How do classification by lbp (cpp). I mean training and testing,
    thanks♡

    • @RitikaxRayPixy
      @RitikaxRayPixy  3 ปีที่แล้ว

      Hello,
      please check this link. Hope it can help you.
      github.com/nourani/LBP

  • @angtranhai6457
    @angtranhai6457 4 ปีที่แล้ว +3

    Great professor!

  • @mathlogs
    @mathlogs ปีที่แล้ว +1

    how did other values obtained ? (232, 521, 625, 332) how did we generate them for an image

    • @RitikaxRayPixy
      @RitikaxRayPixy  ปีที่แล้ว

      how is the LBP |Local Binary Pattern| values calculated? Step-by-Step with Example 2 ~xRay Pixy
      th-cam.com/video/OpKccST78GU/w-d-xo.html

  • @syedhamidashraf
    @syedhamidashraf 4 ปีที่แล้ว +1

    Its really informatic, thanx a lot

  • @soheibabdelkadercharif7222
    @soheibabdelkadercharif7222 2 ปีที่แล้ว +2

    just a small note about the conversion from binary to decimal base, you made a small mistake it is 2 to the 3rd power (2^3) not to the 4th power ( 2^4) we start counting from 0, otherwise thank you for making LBP more easy to understand with this video !

    • @RitikaxRayPixy
      @RitikaxRayPixy  2 ปีที่แล้ว

      Thanks for feedback 😇 we created Part 2 again please check and give feedback :)
      how is the LBP |Local Binary Pattern| values calculated? Step-by-Step with Example 2🌞 ~xRay Pixy
      th-cam.com/video/OpKccST78GU/w-d-xo.html

    • @RitikaxRayPixy
      @RitikaxRayPixy  3 หลายเดือนก่อน

      How to Calculate Corner Pixel Values ||Multi-Block Local Binary Pattern ||
      th-cam.com/video/o8qfJWQ_FG0/w-d-xo.html

  • @gladiator229
    @gladiator229 11 หลายเดือนก่อน +1

    Ma'am! can you compute the LBP for the first pixel(1,1) in your example, the pixel that has value 5?

    • @RitikaxRayPixy
      @RitikaxRayPixy  3 หลายเดือนก่อน +1

      How to Calculate Corner Pixel Values || Multi-Block Local Binary Pattern ||
      th-cam.com/video/o8qfJWQ_FG0/w-d-xo.html

    • @gladiator229
      @gladiator229 3 หลายเดือนก่อน

      @@RitikaxRayPixy Thanks ma'am.
      By the time you replied i had already completed my course work. ❣

  • @radu-andreibunu1164
    @radu-andreibunu1164 3 ปีที่แล้ว +5

    Informative and well explained.
    The cursor is extremely distracting tho and it's difficult to follow the text.

    • @RitikaxRayPixy
      @RitikaxRayPixy  3 ปีที่แล้ว +1

      Hello @Radu
      Thanks for feedback Please check Part 2 ( no cursor used in this example 2)
      how is the LBP |Local Binary Pattern| values calculated? Step-by-Step with Example 2🌞 ~xRay Pixy
      th-cam.com/video/OpKccST78GU/w-d-xo.html

  • @DũngĐinhTrọng-e8b
    @DũngĐinhTrọng-e8b หลายเดือนก่อน +1

    Thank you, it is quite good. But i think it may make some confusion about the notations.

    • @RitikaxRayPixy
      @RitikaxRayPixy  หลายเดือนก่อน

      Thanks for your feedback! 😊 Check this recent video
      Multi-Block Local Binary Pattern || Calculate Corner Pixel Values ||
      th-cam.com/video/o8qfJWQ_FG0/w-d-xo.html

  • @LucasSFC02
    @LucasSFC02 8 หลายเดือนก่อน

    what if im calculating a corner pixel? is the process similar to a pixel with all 8 neighbors ?

  • @samathajuluri9997
    @samathajuluri9997 ปีที่แล้ว +1

    thanks for a great explanation. I want for LGP and LWP

  • @haroldinga9047
    @haroldinga9047 2 ปีที่แล้ว +1

    what happens at the corners and edges?

  • @manvitharao7494
    @manvitharao7494 4 ปีที่แล้ว +1

    I understand calculating LBP value of it has 8 neighbours i.e 3*3 window...
    What if it is the left most corner bit...( It has only 3 neighbours )

    • @RitikaxRayPixy
      @RitikaxRayPixy  4 ปีที่แล้ว +1

      Hello @Manvitha
      you can apply LBP on 3x3, 8x8, 16x16 window

  • @nitinkanzariya4765
    @nitinkanzariya4765 2 ปีที่แล้ว +2

    Hi Ritika, it was a nice video for LBP, I need some image feature extraction techniques like SIFT, BOW, so if it is possible from your side then plz upload this video.

    • @RitikaxRayPixy
      @RitikaxRayPixy  2 ปีที่แล้ว

      Hello,
      will upload As soon as possible.

  • @BIBUA-wq4up
    @BIBUA-wq4up 2 ปีที่แล้ว +1

    Thankyou so much 💕

  • @art-7093
    @art-7093 3 ปีที่แล้ว +1

    Hi please how to show vectors in matruce LBP OR histogramme values pleeeeeese 🙏

    • @RitikaxRayPixy
      @RitikaxRayPixy  3 ปีที่แล้ว

      Hello
      you can use imshist function, check this video.. in the end code is shown
      Local Binary Pattern (LBP) |Face Detection| Histogram| Feature Values| ~xRay Pixy
      th-cam.com/video/fhlMPz7QKmM/w-d-xo.html

    • @art-7093
      @art-7093 3 ปีที่แล้ว

      Thank you very much Can I have that all code in the video please🙏

    • @RitikaxRayPixy
      @RitikaxRayPixy  3 ปีที่แล้ว

      For Projects
      Contact Us: twitter.com/UpdatesComputer

  • @jeremyjohns9615
    @jeremyjohns9615 2 ปีที่แล้ว +1

    Can you please provide us a code to this presentation?

    • @RitikaxRayPixy
      @RitikaxRayPixy  2 ปีที่แล้ว

      Hello
      Check here: th-cam.com/video/ZpGuNQH0Nnc/w-d-xo.html

  • @joshisankar6042
    @joshisankar6042 3 ปีที่แล้ว +1

    how can we get ic value and i0 to i7 values ?

    • @RitikaxRayPixy
      @RitikaxRayPixy  3 ปีที่แล้ว

      Hello @Joshi
      Digital image is collection of pixel.
      Pixel values 0 to 255.

  • @gheyathmustafa6467
    @gheyathmustafa6467 4 ปีที่แล้ว +1

    Thank you it was great explanation...
    I have a question how we could calculate Local Ternary Pattern?

    • @RitikaxRayPixy
      @RitikaxRayPixy  4 ปีที่แล้ว +1

      Hello
      please check this paper
      Intensity-based Co-occurrence Local Ternary Patterns for
      Image Retrieval
      www.csroc.org.tw/journal/JOC29_4/JOC-2904-02.pdf

    • @gheyathmustafa6467
      @gheyathmustafa6467 4 ปีที่แล้ว +1

      @@RitikaxRayPixy Thank you so much..

  • @aminabouzegza7969
    @aminabouzegza7969 4 ปีที่แล้ว +1

    I want to apply this for RGB how I do it???

    • @RitikaxRayPixy
      @RitikaxRayPixy  4 ปีที่แล้ว

      please check this
      Feature Extraction using Local Binary Pattern in MATLAB Code ~ xRay Pixy
      th-cam.com/video/ZpGuNQH0Nnc/w-d-xo.html

  • @jeffreytagoc6205
    @jeffreytagoc6205 4 ปีที่แล้ว +1

    your are great! I need your help. How can i contact you?

  • @sidalichourghal4825
    @sidalichourghal4825 4 ปีที่แล้ว +1

    good job, can you make video on the LDP (LOCAL descrption patter )

    • @RitikaxRayPixy
      @RitikaxRayPixy  4 ปีที่แล้ว +1

      Thank you :) Sure! soon i will upload video on LDP.

    • @RitikaxRayPixy
      @RitikaxRayPixy  4 ปีที่แล้ว +1

      How to Calculate Local Directional Pattern (LDP) Code?|Kirsch Compass Mask| ~xRay Pixy
      th-cam.com/video/dY0KarfWTV4/w-d-xo.html

  • @zakariasaidi2191
    @zakariasaidi2191 4 ปีที่แล้ว +1

    I have 2 questions:
    1- how do we calculate the histogram?
    2- how the program will identifie the image using Lbp
    Thank you

    • @RitikaxRayPixy
      @RitikaxRayPixy  4 ปีที่แล้ว +2

      Hello, @zakaria
      1.) For histogram, we will apply histogram on the extracted features using LBP.
      2.) Again we will extract features from the image. On the basis of extracted features it will work.
      for LBP code, please watch this video:
      th-cam.com/video/ZpGuNQH0Nnc/w-d-xo.html
      Here i extracted features from Chilli using LBP.

    • @zakariasaidi2191
      @zakariasaidi2191 4 ปีที่แล้ว +1

      @@RitikaxRayPixy for the histogram what is the name of axis

    • @RitikaxRayPixy
      @RitikaxRayPixy  4 ปีที่แล้ว +1

      axis?
      For histogram please check this :
      in.mathworks.com/help/vision/ref/extractlbpfeatures.html#:~:text=Each%20histogram%20describes%20an%20LBP,the%20number%20of%20neighbors%2C%20P.

  • @rahuldev-nx1qv
    @rahuldev-nx1qv ปีที่แล้ว +1

    nice explain

  • @talha_anwar
    @talha_anwar 4 ปีที่แล้ว +1

    keep it up

  • @yohanadeniagaotama9222
    @yohanadeniagaotama9222 4 ปีที่แล้ว +1

    Morning, can i get the LBP matlab coding?

    • @RitikaxRayPixy
      @RitikaxRayPixy  4 ปีที่แล้ว

      Hello @Yohana
      LBP MATLAB code is explained in this video: Feature Extraction using Local Binary Pattern in MATLAB
      th-cam.com/video/ZpGuNQH0Nnc/w-d-xo.html

  • @RitikaxRayPixy
    @RitikaxRayPixy  4 ปีที่แล้ว +1

    Feature Extraction using Local Binary Pattern in MATLAB Code ~ xRay Pixy
    th-cam.com/video/ZpGuNQH0Nnc/w-d-xo.html

    • @RitikaxRayPixy
      @RitikaxRayPixy  3 ปีที่แล้ว

      LBP Example 2
      how is the LBP |Local Binary Pattern| values calculated? Step-by-Step~xRay Pixy
      th-cam.com/video/OpKccST78GU/w-d-xo.html

  • @leelambikehs5062
    @leelambikehs5062 4 ปีที่แล้ว +1

    Why we have to use LBPV y not other

    • @RitikaxRayPixy
      @RitikaxRayPixy  4 ปีที่แล้ว

      It depends on your current research work.

  • @ohayoucom4897
    @ohayoucom4897 3 ปีที่แล้ว +1

    hi how to use in opencv c++ code and thanks

    • @RitikaxRayPixy
      @RitikaxRayPixy  3 ปีที่แล้ว +1

      Hello, please check this for C++
      LBP: C++ implementation of the Local Binary
      github.com/nourani/LBP

    • @ohayoucom4897
      @ohayoucom4897 3 ปีที่แล้ว

      @@RitikaxRayPixy please you can do video on code can separate photos,for exemple that system will give it photos on traffict light ,after that I give him different picture And I will see whether he will differentiate them or not

    • @ohayoucom4897
      @ohayoucom4897 3 ปีที่แล้ว

      It is like training a child on something, for example, to know an apple and give him other fruits in order to differentiate between them and an apple. After training, I test it.

  • @iikimochidesu2023
    @iikimochidesu2023 4 ปีที่แล้ว +1

    anyone have C code for this project. please help me

  • @RitikaxRayPixy
    @RitikaxRayPixy  3 หลายเดือนก่อน

    How to Calculate Corner Pixel Values ||Multi-Block Local Binary Pattern ||
    th-cam.com/video/o8qfJWQ_FG0/w-d-xo.html

  • @eng.mohammedal-azab7783
    @eng.mohammedal-azab7783 4 ปีที่แล้ว +1

    Can you help me?
    Find solutions for reference
    Digital image processing and analysi
    Second edition
    Scott e umbaugh

  • @zakariasaidi2191
    @zakariasaidi2191 4 ปีที่แล้ว +1

    Thank you

  • @han3326
    @han3326 2 ปีที่แล้ว +1

    I have a Q that why 3x3 pixel

    • @RitikaxRayPixy
      @RitikaxRayPixy  2 ปีที่แล้ว

      in.mathworks.com/help/vision/ref/extractlbpfeatures.html

  • @sayedahsannoor5323
    @sayedahsannoor5323 3 ปีที่แล้ว +1

    Share these slides please

    • @RitikaxRayPixy
      @RitikaxRayPixy  3 ปีที่แล้ว

      Hello @Sayed please check this
      codebypixy.blogspot.com/2021/06/how-is-lbp-local-binary-pattern-values.html

  • @dr.priyankashomeopathy
    @dr.priyankashomeopathy 4 ปีที่แล้ว +1

    WOW!

  • @tawfeeqhasankhan4629
    @tawfeeqhasankhan4629 4 ปีที่แล้ว +1

    This was a great starter, I would love to connect with you, I am currently working on man following drones, and I have few AI hardware accelerators for extensive computing but I am very new to this field so I don't know much, would be great if you could help me, or maybe we can have a discussion.
    I will ping you on Insta, if you insist :)

    • @RitikaxRayPixy
      @RitikaxRayPixy  4 ปีที่แล้ว +1

      Sounds great!
      How i can help you?

    • @tawfeeqhasankhan4629
      @tawfeeqhasankhan4629 4 ปีที่แล้ว +1

      @@RitikaxRayPixy Thanks for help, would connect to you as soon as I start implementing it

  • @AidinMcGplus
    @AidinMcGplus 4 ปีที่แล้ว +1

    👏🏻👏🏻👏🏻

  • @naheedswl6483
    @naheedswl6483 3 ปีที่แล้ว

    wrong value is calculated. the result should be 203

    • @maheshkaygude294
      @maheshkaygude294 3 หลายเดือนก่อน

      You should learn binary to number conversion

  • @teenasharma5558
    @teenasharma5558 3 ปีที่แล้ว +1

    Hindi m

  • @mistake262
    @mistake262 ปีที่แล้ว +1

    It's all math😭🤧

    • @RitikaxRayPixy
      @RitikaxRayPixy  ปีที่แล้ว

      How to SOLVE COMPLEX Math?|TRAIN YOUR BRAIN| ~xRay Pixy
      th-cam.com/video/1qAfutxIko4/w-d-xo.html

  • @priyamghosh2443
    @priyamghosh2443 4 ปีที่แล้ว +1

    Cring