Bouding box regression in R-CNN (and similar methods)2019 Community Moderator ElectionInput and output feature shapes in CNN for speech recognitionShould the output of regression models, like SVR, be normalized?Preparing ground truth labels for YOLO3Contextual Object DetectionForward or Backward Stepwise RegressionHow to obtain and load a good initial data set for object localization?Training detector without bounding box dataTattoo Image Recognition - Should I Crop Training Data BackgroundMean Absolute Error in Random Forest RegressionBounding box regression in R-CNN

Can a Warlock become Neutral Good?

What's the output of a record cartridge playing an out-of-speed record

Test if tikzmark exists on same page

What defenses are there against being summoned by the Gate spell?

If I cast Expeditious Retreat, can I Dash as a bonus action on the same turn?

Why are 150k or 200k jobs considered good when there are 300k+ births a month?

can i play a electric guitar through a bass amp?

Python: next in for loop

Have astronauts in space suits ever taken selfies? If so, how?

Is it tax fraud for an individual to declare non-taxable revenue as taxable income? (US tax laws)

Why dont electromagnetic waves interact with each other?

The Two and the One

What does CI-V stand for?

How did the USSR manage to innovate in an environment characterized by government censorship and high bureaucracy?

Can I make popcorn with any corn?

Why can't I see bouncing of a switch on an oscilloscope?

How is it possible to have an ability score that is less than 3?

Languages that we cannot (dis)prove to be Context-Free

Example of a continuous function that don't have a continuous extension

Is it legal for company to use my work email to pretend I still work there?

Is it possible to do 50 km distance without any previous training?

The use of multiple foreign keys on same column in SQL Server

Mathematical cryptic clues

Is this a crack on the carbon frame?



Bouding box regression in R-CNN (and similar methods)



2019 Community Moderator ElectionInput and output feature shapes in CNN for speech recognitionShould the output of regression models, like SVR, be normalized?Preparing ground truth labels for YOLO3Contextual Object DetectionForward or Backward Stepwise RegressionHow to obtain and load a good initial data set for object localization?Training detector without bounding box dataTattoo Image Recognition - Should I Crop Training Data BackgroundMean Absolute Error in Random Forest RegressionBounding box regression in R-CNN










0












$begingroup$


Here is the bounding-box regression technique used in R-CNN



enter image description hereenter image description here



What I don't understand is why $t_w$ needs to be $log (G_w / P_w)$ instead of just $G_w / P_w$ (i.e. using normalized coordinates just like $t_x$ and $t_y$)



Can anyone explain it for me ?










share|improve this question









$endgroup$
















    0












    $begingroup$


    Here is the bounding-box regression technique used in R-CNN



    enter image description hereenter image description here



    What I don't understand is why $t_w$ needs to be $log (G_w / P_w)$ instead of just $G_w / P_w$ (i.e. using normalized coordinates just like $t_x$ and $t_y$)



    Can anyone explain it for me ?










    share|improve this question









    $endgroup$














      0












      0








      0





      $begingroup$


      Here is the bounding-box regression technique used in R-CNN



      enter image description hereenter image description here



      What I don't understand is why $t_w$ needs to be $log (G_w / P_w)$ instead of just $G_w / P_w$ (i.e. using normalized coordinates just like $t_x$ and $t_y$)



      Can anyone explain it for me ?










      share|improve this question









      $endgroup$




      Here is the bounding-box regression technique used in R-CNN



      enter image description hereenter image description here



      What I don't understand is why $t_w$ needs to be $log (G_w / P_w)$ instead of just $G_w / P_w$ (i.e. using normalized coordinates just like $t_x$ and $t_y$)



      Can anyone explain it for me ?







      regression object-detection






      share|improve this question













      share|improve this question











      share|improve this question




      share|improve this question










      asked 18 mins ago









      HOANG GIANGHOANG GIANG

      425




      425




















          0






          active

          oldest

          votes












          Your Answer





          StackExchange.ifUsing("editor", function ()
          return StackExchange.using("mathjaxEditing", function ()
          StackExchange.MarkdownEditor.creationCallbacks.add(function (editor, postfix)
          StackExchange.mathjaxEditing.prepareWmdForMathJax(editor, postfix, [["$", "$"], ["\\(","\\)"]]);
          );
          );
          , "mathjax-editing");

          StackExchange.ready(function()
          var channelOptions =
          tags: "".split(" "),
          id: "557"
          ;
          initTagRenderer("".split(" "), "".split(" "), channelOptions);

          StackExchange.using("externalEditor", function()
          // Have to fire editor after snippets, if snippets enabled
          if (StackExchange.settings.snippets.snippetsEnabled)
          StackExchange.using("snippets", function()
          createEditor();
          );

          else
          createEditor();

          );

          function createEditor()
          StackExchange.prepareEditor(
          heartbeatType: 'answer',
          autoActivateHeartbeat: false,
          convertImagesToLinks: false,
          noModals: true,
          showLowRepImageUploadWarning: true,
          reputationToPostImages: null,
          bindNavPrevention: true,
          postfix: "",
          imageUploader:
          brandingHtml: "Powered by u003ca class="icon-imgur-white" href="https://imgur.com/"u003eu003c/au003e",
          contentPolicyHtml: "User contributions licensed under u003ca href="https://creativecommons.org/licenses/by-sa/3.0/"u003ecc by-sa 3.0 with attribution requiredu003c/au003e u003ca href="https://stackoverflow.com/legal/content-policy"u003e(content policy)u003c/au003e",
          allowUrls: true
          ,
          onDemand: true,
          discardSelector: ".discard-answer"
          ,immediatelyShowMarkdownHelp:true
          );



          );













          draft saved

          draft discarded


















          StackExchange.ready(
          function ()
          StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fdatascience.stackexchange.com%2fquestions%2f48785%2fbouding-box-regression-in-r-cnn-and-similar-methods%23new-answer', 'question_page');

          );

          Post as a guest















          Required, but never shown

























          0






          active

          oldest

          votes








          0






          active

          oldest

          votes









          active

          oldest

          votes






          active

          oldest

          votes















          draft saved

          draft discarded
















































          Thanks for contributing an answer to Data Science Stack Exchange!


          • Please be sure to answer the question. Provide details and share your research!

          But avoid


          • Asking for help, clarification, or responding to other answers.

          • Making statements based on opinion; back them up with references or personal experience.

          Use MathJax to format equations. MathJax reference.


          To learn more, see our tips on writing great answers.




          draft saved


          draft discarded














          StackExchange.ready(
          function ()
          StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fdatascience.stackexchange.com%2fquestions%2f48785%2fbouding-box-regression-in-r-cnn-and-similar-methods%23new-answer', 'question_page');

          );

          Post as a guest















          Required, but never shown





















































          Required, but never shown














          Required, but never shown












          Required, but never shown







          Required, but never shown

































          Required, but never shown














          Required, but never shown












          Required, but never shown







          Required, but never shown