How to visualize a 2D cartesian point in homogeneous coordinates?












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Geometric primitives



Hi, I am trying to understand below text from a book on Computer Vision by Szeliski.



enter image description here



I am not able to visualize it combining cartesian and homogeneous coordinates. Below is my attempt in understanding visually. Kindly correct and confirm.



Further, if correct, what are A and B as shown in circle? Afaik,



$$
B = sqrt{(tilde x)^2 + (tilde y)^2 + (tilde w)^2} = 1?
$$



because, w=1 there?



enter image description here










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    0












    $begingroup$


    Geometric primitives



    Hi, I am trying to understand below text from a book on Computer Vision by Szeliski.



    enter image description here



    I am not able to visualize it combining cartesian and homogeneous coordinates. Below is my attempt in understanding visually. Kindly correct and confirm.



    Further, if correct, what are A and B as shown in circle? Afaik,



    $$
    B = sqrt{(tilde x)^2 + (tilde y)^2 + (tilde w)^2} = 1?
    $$



    because, w=1 there?



    enter image description here










    share|cite|improve this question









    $endgroup$















      0












      0








      0





      $begingroup$


      Geometric primitives



      Hi, I am trying to understand below text from a book on Computer Vision by Szeliski.



      enter image description here



      I am not able to visualize it combining cartesian and homogeneous coordinates. Below is my attempt in understanding visually. Kindly correct and confirm.



      Further, if correct, what are A and B as shown in circle? Afaik,



      $$
      B = sqrt{(tilde x)^2 + (tilde y)^2 + (tilde w)^2} = 1?
      $$



      because, w=1 there?



      enter image description here










      share|cite|improve this question









      $endgroup$




      Geometric primitives



      Hi, I am trying to understand below text from a book on Computer Vision by Szeliski.



      enter image description here



      I am not able to visualize it combining cartesian and homogeneous coordinates. Below is my attempt in understanding visually. Kindly correct and confirm.



      Further, if correct, what are A and B as shown in circle? Afaik,



      $$
      B = sqrt{(tilde x)^2 + (tilde y)^2 + (tilde w)^2} = 1?
      $$



      because, w=1 there?



      enter image description here







      linear-algebra linear-transformations homogeneous-spaces






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      asked Jan 25 at 18:00









      Parthiban RajendranParthiban Rajendran

      21027




      21027






















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          $begingroup$

          One way to look at it is that each point in the projective plane corresponds to a line through the origin of the three-dimensional Cartesian space,
          and each such line corresponds to a point in the projective plane.



          If you set $B = sqrt{tilde x^2 + tilde y^2 + tilde w^2} = 1$
          then you will only reach points on the unit sphere around the origin of the three-dimensional Cartesian space. Every line through the origin intersects that sphere,
          so you'll capture all the lines (and all the projective points) that way,
          but except for $(0,0,1),$ none of the points on that sphere is actually on the plane $tilde w = 1.$



          If you want to plot $(x,y)$ at $(tilde x, tilde y, 1)$ as in the figure,
          then at each such point you have $A = tilde w = 1$
          and $B = sqrt{tilde x^2 + tilde y^2 + tilde w^2} =
          sqrt{x^2 + y^2 + 1}.$

          I'm not sure what to do with those facts, however.



          If you then take any point $(tilde x, tilde y, tilde w)$
          on any of the lines through the origin in the three-dimensional space,
          assuming you don't pick the origin $(0,0,0)$ itself, then there are just two cases to think about:



          Case $tilde w = 0$: the line is in the $tilde x, tilde y$ plane and does not intersect the plane $tilde w$ at all.
          So this line corresponds to one of the "points at infinity" that you can adjoin to the ordinary Cartesian plane in order to make it a projective plane.



          Case $tilde w neq 0$: the line intersects the plane $tilde w$ at the point
          $$(x,y,1) = left(frac{tilde x}{tilde w}, frac{tilde x}{tilde w}, frac{tilde w}{tilde w}right).$$



          But something to remember is that if you're using a line through the origin to represent a projective point, any point on that line (other than the origin itself) is as good as any other point on that line.






          share|cite|improve this answer









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            1 Answer
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            1 Answer
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            $begingroup$

            One way to look at it is that each point in the projective plane corresponds to a line through the origin of the three-dimensional Cartesian space,
            and each such line corresponds to a point in the projective plane.



            If you set $B = sqrt{tilde x^2 + tilde y^2 + tilde w^2} = 1$
            then you will only reach points on the unit sphere around the origin of the three-dimensional Cartesian space. Every line through the origin intersects that sphere,
            so you'll capture all the lines (and all the projective points) that way,
            but except for $(0,0,1),$ none of the points on that sphere is actually on the plane $tilde w = 1.$



            If you want to plot $(x,y)$ at $(tilde x, tilde y, 1)$ as in the figure,
            then at each such point you have $A = tilde w = 1$
            and $B = sqrt{tilde x^2 + tilde y^2 + tilde w^2} =
            sqrt{x^2 + y^2 + 1}.$

            I'm not sure what to do with those facts, however.



            If you then take any point $(tilde x, tilde y, tilde w)$
            on any of the lines through the origin in the three-dimensional space,
            assuming you don't pick the origin $(0,0,0)$ itself, then there are just two cases to think about:



            Case $tilde w = 0$: the line is in the $tilde x, tilde y$ plane and does not intersect the plane $tilde w$ at all.
            So this line corresponds to one of the "points at infinity" that you can adjoin to the ordinary Cartesian plane in order to make it a projective plane.



            Case $tilde w neq 0$: the line intersects the plane $tilde w$ at the point
            $$(x,y,1) = left(frac{tilde x}{tilde w}, frac{tilde x}{tilde w}, frac{tilde w}{tilde w}right).$$



            But something to remember is that if you're using a line through the origin to represent a projective point, any point on that line (other than the origin itself) is as good as any other point on that line.






            share|cite|improve this answer









            $endgroup$


















              0












              $begingroup$

              One way to look at it is that each point in the projective plane corresponds to a line through the origin of the three-dimensional Cartesian space,
              and each such line corresponds to a point in the projective plane.



              If you set $B = sqrt{tilde x^2 + tilde y^2 + tilde w^2} = 1$
              then you will only reach points on the unit sphere around the origin of the three-dimensional Cartesian space. Every line through the origin intersects that sphere,
              so you'll capture all the lines (and all the projective points) that way,
              but except for $(0,0,1),$ none of the points on that sphere is actually on the plane $tilde w = 1.$



              If you want to plot $(x,y)$ at $(tilde x, tilde y, 1)$ as in the figure,
              then at each such point you have $A = tilde w = 1$
              and $B = sqrt{tilde x^2 + tilde y^2 + tilde w^2} =
              sqrt{x^2 + y^2 + 1}.$

              I'm not sure what to do with those facts, however.



              If you then take any point $(tilde x, tilde y, tilde w)$
              on any of the lines through the origin in the three-dimensional space,
              assuming you don't pick the origin $(0,0,0)$ itself, then there are just two cases to think about:



              Case $tilde w = 0$: the line is in the $tilde x, tilde y$ plane and does not intersect the plane $tilde w$ at all.
              So this line corresponds to one of the "points at infinity" that you can adjoin to the ordinary Cartesian plane in order to make it a projective plane.



              Case $tilde w neq 0$: the line intersects the plane $tilde w$ at the point
              $$(x,y,1) = left(frac{tilde x}{tilde w}, frac{tilde x}{tilde w}, frac{tilde w}{tilde w}right).$$



              But something to remember is that if you're using a line through the origin to represent a projective point, any point on that line (other than the origin itself) is as good as any other point on that line.






              share|cite|improve this answer









              $endgroup$
















                0












                0








                0





                $begingroup$

                One way to look at it is that each point in the projective plane corresponds to a line through the origin of the three-dimensional Cartesian space,
                and each such line corresponds to a point in the projective plane.



                If you set $B = sqrt{tilde x^2 + tilde y^2 + tilde w^2} = 1$
                then you will only reach points on the unit sphere around the origin of the three-dimensional Cartesian space. Every line through the origin intersects that sphere,
                so you'll capture all the lines (and all the projective points) that way,
                but except for $(0,0,1),$ none of the points on that sphere is actually on the plane $tilde w = 1.$



                If you want to plot $(x,y)$ at $(tilde x, tilde y, 1)$ as in the figure,
                then at each such point you have $A = tilde w = 1$
                and $B = sqrt{tilde x^2 + tilde y^2 + tilde w^2} =
                sqrt{x^2 + y^2 + 1}.$

                I'm not sure what to do with those facts, however.



                If you then take any point $(tilde x, tilde y, tilde w)$
                on any of the lines through the origin in the three-dimensional space,
                assuming you don't pick the origin $(0,0,0)$ itself, then there are just two cases to think about:



                Case $tilde w = 0$: the line is in the $tilde x, tilde y$ plane and does not intersect the plane $tilde w$ at all.
                So this line corresponds to one of the "points at infinity" that you can adjoin to the ordinary Cartesian plane in order to make it a projective plane.



                Case $tilde w neq 0$: the line intersects the plane $tilde w$ at the point
                $$(x,y,1) = left(frac{tilde x}{tilde w}, frac{tilde x}{tilde w}, frac{tilde w}{tilde w}right).$$



                But something to remember is that if you're using a line through the origin to represent a projective point, any point on that line (other than the origin itself) is as good as any other point on that line.






                share|cite|improve this answer









                $endgroup$



                One way to look at it is that each point in the projective plane corresponds to a line through the origin of the three-dimensional Cartesian space,
                and each such line corresponds to a point in the projective plane.



                If you set $B = sqrt{tilde x^2 + tilde y^2 + tilde w^2} = 1$
                then you will only reach points on the unit sphere around the origin of the three-dimensional Cartesian space. Every line through the origin intersects that sphere,
                so you'll capture all the lines (and all the projective points) that way,
                but except for $(0,0,1),$ none of the points on that sphere is actually on the plane $tilde w = 1.$



                If you want to plot $(x,y)$ at $(tilde x, tilde y, 1)$ as in the figure,
                then at each such point you have $A = tilde w = 1$
                and $B = sqrt{tilde x^2 + tilde y^2 + tilde w^2} =
                sqrt{x^2 + y^2 + 1}.$

                I'm not sure what to do with those facts, however.



                If you then take any point $(tilde x, tilde y, tilde w)$
                on any of the lines through the origin in the three-dimensional space,
                assuming you don't pick the origin $(0,0,0)$ itself, then there are just two cases to think about:



                Case $tilde w = 0$: the line is in the $tilde x, tilde y$ plane and does not intersect the plane $tilde w$ at all.
                So this line corresponds to one of the "points at infinity" that you can adjoin to the ordinary Cartesian plane in order to make it a projective plane.



                Case $tilde w neq 0$: the line intersects the plane $tilde w$ at the point
                $$(x,y,1) = left(frac{tilde x}{tilde w}, frac{tilde x}{tilde w}, frac{tilde w}{tilde w}right).$$



                But something to remember is that if you're using a line through the origin to represent a projective point, any point on that line (other than the origin itself) is as good as any other point on that line.







                share|cite|improve this answer












                share|cite|improve this answer



                share|cite|improve this answer










                answered Jan 25 at 19:53









                David KDavid K

                55.2k344120




                55.2k344120






























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